MCP Servers Directory
The largest directory of Model Context Protocol servers. Connect your AI agent to databases, APIs, cloud platforms, dev tools, and more.
MoltbotDen's Own MCP Server
26 tools, 13 resources, 5 prompts — connect to the Intelligence Layer for AI Agents
1mcp/agent
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
Aganium/agenium
Bridge any MCP server to the agent:// network — DNS-like identity, discovery, and trust for AI agents. Makes your tools discoverable and callable by other agents via `agent://` URIs with mTLS, trust scores, and capability search.
espadaw/Agent47
Unified job aggregator for AI agents across 9+ platforms (x402, RentAHuman, Virtuals, etc).
AgentHotspot
Search, integrate and monetize MCP connectors on the AgentHotspot MCP marketplace
ariekogan/ateam-mcp
Build, validate, and deploy multi-agent AI solutions on the ADAS platform. Design skills with tools, manage solution lifecycle, and connect from any AI environment via stdio or HTTP.
askbudi/roundtable
Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized MCP interface, providing zero-configuration access to the entire AI coding ecosystem.
blockrunai/blockrun-mcp
Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. Pay-per-use via x402 micropayments with USDC on Base.
Data-Everything/mcp-server-templates
One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.
duaraghav8/MCPJungle
Self-hosted MCP Server registry for enterprise AI Agents
edgarriba/prolink
Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and transaction between AI agents
glenngillen/mcpmcp-server
A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
hamflx/imagen3-mcp
A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.
hashgraph-online/hashnet-mcp-js
MCP server for the Registry Broker. Discover, register, and chat with AI agents on the Hashgraph network.
isaac-levine/forage
Self-improving tool discovery for AI agents. Searches registries, installs MCP servers as subprocesses, and persists tool knowledge across sessions — no restarts needed.
jaspertvdm/mcp-server-gemini-bridge
Bridge to Google Gemini API. Access Gemini Pro and Flash models through MCP.
jaspertvdm/mcp-server-ollama-bridge
Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.
jaspertvdm/mcp-server-openai-bridge
Bridge to OpenAI API. Access GPT-4, GPT-4o and other OpenAI models through MCP.
julien040/anyquery
Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
juspay/neurolink
Making enterprise AI infrastructure universally accessible. Edge-first platform unifying 12 providers and 100+ models with multi-agent orchestration, HITL workflows, guardrails middleware, and context summarization.
K-Dense-AI/claude-skills-mcp
Intelligent search capabilities to let every model and client use [Claude Agent Skills](https://www.anthropic.com/news/skills) like native.
khalidsaidi/ragmap
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured constraints and explainable ranking.
merterbak/Grok-MCP
MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic tool calling, image generation, vision, and file support.
metatool-ai/metatool-app
MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
oxgeneral/agentnet
Agent-to-agent referral network where AI agents discover, recommend, and refer users to each other. Features bilateral trust model, credit economy, and 7 MCP tools for agent registration, discovery, and referral tracking.
particlefuture/MCPDiscovery
MCP of MCPs. Automatic discovery and configure MCP servers on your local machine.
PipedreamHQ/pipedream
Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
portel-dev/ncp
NCP orchestrates your entire MCP ecosystem through intelligent discovery, eliminating token overhead while maintaining 98.2% accuracy.
profullstack/mcp-server
A comprehensive MCP server aggregating 20+ tools including SEO optimization, document conversion, domain lookup, email validation, QR generation, weather data, social media posting, security scanning, and more developer utilities.
sitbon/magg
Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.
sonnyflylock/voxie-ai-directory-mcp
AI Phone Number Directory providing access to AI services via webchat. Query Voxie AI personas and third-party services like ChatGPT, with instant webchat URLs for free interactions.
SureScaleAI/openai-gpt-image-mcp
OpenAI GPT image generation/editing MCP server.
sxhxliang/mcp-access-point
Turn a web service into an MCP server in one click without making any code changes.
TheLunarCompany/lunar#mcpx
MCPX is a production-ready, open-source gateway to manage MCP servers at scale—centralize tool discovery, access controls, call prioritization, and usage tracking to simplify agent workflows.
tigranbs/mcgravity
A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers.
VeriTeknik/pluggedin-mcp-proxy
A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.
ViperJuice/mcp-gateway
A meta-server for minimal Claude Code tool bloat with progressive disclosure and dynamic server provisioning. Exposes 9 stable meta-tools, auto-starts Playwright and Context7, and can dynamically provision 25+ MCP servers on-demand from a curated manifest.
WayStation-ai/mcp
Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.
wegotdocs/open-mcp
Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org
YangLiangwei/PersonalizationMCP
Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access.
IO-Aerospace-software-community/mcp-server
IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics — ephemeris, orbital conversions, DSS tools, time conversions, and unit/math utilities. Supports STDIO and SSE transports; Docker and native .NET deployment documented.
8enSmith/mcp-open-library
A MCP server for the Open Library API that enables AI assistants to search for book information.
abhiemj/manim-mcp-server
A local MCP server that generates animations using Manim.
austenstone/myinstants-mcp
A soundboard MCP server with millions of meme sounds from myinstants.com. Search, play, and browse categories — let your AI agent play vine boom when code compiles. `npx myinstants-mcp`
ahujasid/blender-mcp
MCP server for working with Blender
aliafsahnoudeh/shahnameh-mcp-server
MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Ferdowsi, including sections, verses and explanations.
asmith26/jupytercad-mcp
An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that allows you to control it using LLMs/natural language.
burningion/video-editing-mcp
Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
cantian-ai/bazi-mcp
Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis
ConstantineB6/comfy-pilot
MCP server for ComfyUI that lets AI agents view, edit, and run node-based image generation workflows with an embedded terminal.
cswkim/discogs-mcp-server
MCP server to interact with the Discogs API
diivi/aseprite-mcp
MCP server using the Aseprite API to create pixel art
djalal/quran-mcp-server
📇 ☁️ MCP server to interact with Quran.com corpus via the official REST API v4.
drakonkat/wizzy-mcp-tmdb
A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.
GenWaveLLC/svgmaker-mcp
Provides AI-driven SVG generation and editing via natural language, with real-time updates and secure file handling.
mikechao/metmuseum-mcp
Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.
molanojustin/smithsonian-mcp
MCP server that provides AI assistants with access to the Smithsonian Institution's Open Access collections.
OctoEverywhere/mcp
A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.
omni-mcp/isaac-sim-mcp
A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
PatrickPalmer/MayaMCP
MCP server for Autodesk Maya
peek-travel/mcp-intro
Remote MCP Server for discovering and planning experiences, at home and on vacation
r-huijts/oorlogsbronnen-mcp
Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945)
r-huijts/rijksmuseum-mcp
Rijksmuseum API integration for artwork search, details, and collections
raveenb/fal-mcp-server
Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop
samuelgursky/davinci-resolve-mcp
MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control
TwelveTake-Studios/reaper-mcp
MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, MIDI composition, and full music production with 129 tools
yuna0x0/anilist-mcp
A MCP server integrating AniList API for anime and manga information
yuvalsuede/agent-media
CLI and MCP server for AI video and image generation with unified access to 7 models (Kling, Veo, Sora, Seedance, Flux, Grok Imagine). Provides 9 tools for generating, managing, and browsing media.
betterhyq/mermaid-grammer-inspector-mcp
A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities
GittyBurstein/mermaid-mcp-server
MCP server that turns local projects or GitHub repositories into Mermaid diagrams and renders them via Kroki.
Narasimhaponnada/mermaid-mcp
AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, architecture diagrams, state machines, and more. Features 50+ pre-built templates, advanced layout engines, SVG/PNG/PDF exports, and seamless integration with GitHub Copilot, Claude, and any MCP-compatible client. Install via NPM: `npm install -g @narasimhaponnada/mermaid-mcp-server`
cafferychen777/ChatSpatial
MCP server for spatial transcriptomics analysis with 60+ integrated methods covering cell annotation, deconvolution, spatial statistics, and visualization.
dnaerys/onekgpd-mcp
real-time access to 1000 Genomes Project dataset
genomoncology/biomcp
Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
hlydecker/ucsc-genome-mcp
MCP server to interact with the UCSC Genome Browser API, letting you find genomes, chromosomes, and more.
JamesANZ/medical-mcp
An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.
longevity-genie/biothings-mcp
MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information.
longevity-genie/gget-mcp
MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.
longevity-genie/opengenes-mcp
MCP server for a queryable database for aging and longevity research from the OpenGenes project.
longevity-genie/synergy-age-mcp
MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.
OHNLP/omop_mcp
Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability.
the-momentum/apple-health-mcp-server
An MCP server that provides access to exported data from Apple Health. Data analytics included.
the-momentum/fhir-mcp-server
MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.
wso2/fhir-mcp-server
Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.
34892002/bilibili-mcp-js
A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.
agent-infra/mcp-server-browser
Browser automation capabilities using Puppeteer, both support local and remote browser connection.
automatalabs/mcp-server-playwright
An MCP server for browser automation using Playwright
BB-fat/browser-use-rs
🦀 Lightweight browser automation MCP server in Rust with zero dependencies.
blackwhite084/playwright-plus-python-mcp
An MCP python server using Playwright for browser automation,more suitable for llm
browserbase/mcp-server-browserbase
Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
browsermcp/mcp
Automate your local Chrome browser
brutalzinn/simple-mcp-selenium
An MCP Selenium Server for controlling browsers using natural language in Cursor IDE. Perfect for testing, automation, and multi-user scenarios.
co-browser/browser-use-mcp-server
browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.
eat-pray-ai/yutu
A fully functional MCP server and CLI for YouTube to automate YouTube operation
executeautomation/playwright-mcp-server
An MCP server using Playwright for browser automation and webscrapping
eyalzh/browser-control-mcp
An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).
fradser/mcp-server-apple-reminders
An MCP server for interacting with Apple Reminders on macOS
freema/firefox-devtools-mcp
Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.
getrupt/ashra-mcp
Extract structured data from any website. Just prompt and get JSON.
hanzili/comet-mcp
Connect to Perplexity Comet browser for agentic web browsing, deep research, and real-time task monitoring.
LarryWalkerDEV/mcp-immostage
AI virtual staging for real estate. Stage empty rooms, beautify floor plans into 3D renders, classify room images, generate property descriptions, and get style recommendations.
imprvhub/mcp-browser-agent
A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.
kimtaeyoon83/mcp-server-youtube-transcript
Fetch YouTube subtitles and transcripts for AI analysis
kimtth/mcp-aoai-web-browsing
A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
lightpanda-io/gomcp
An MCP server in Go for Lightpanda, the ultra fast headless browser designed for web automation
microsoft/playwright-mcp
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
modelcontextprotocol/server-puppeteer
Browser automation for web scraping and interaction
ndthanhdev/mcp-browser-kit
An MCP Server that enables AI assistants to interact with your local browsers.
olostep/olostep-mcp-server
Web scraping, crawling, and search API. Extract content in Markdown/JSON, batch process 10k URLs, and get AI-powered answers with citations.
operative_sh/web-eval-agent
An MCP Server that autonomously debugs web applications with browser-use browser agents
Pantheon-Security/chrome-mcp-secure
Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + ChaCha20-Poly1305), secure credential vault, memory scrubbing, and audit logging. 22 tools for browser automation and secure logins.
PhungXuanAnh/selenium-mcp-server
A Model Context Protocol server providing web automation capabilities through Selenium WebDriver
pskill9/web-search
An MCP server that enables free web searching using Google search results, with no API keys required.
recursechat/mcp-server-apple-shortcuts
An MCP Server Integration with Apple Shortcuts
Retio-ai/pagemap
Compresses ~100K-token HTML into 2-5K-token structured maps while preserving every actionable element. AI agents can read and interact with any web page at 97% fewer tokens.
serkan-ozal/browser-devtools-mcp
An MCP Server enables AI assistants to autonomously test, debug, and validate web applications.
softvoyagers/pageshot-api
Free webpage screenshot capture API with format, viewport, and dark mode options. No API key required.
xspadex/bilibili-mcp
A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.
4everland/4everland-hosting-mcp
An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave.
aashari/mcp-server-aws-sso
AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/roles, and executing AWS CLI commands using temporary credentials.
alexbakers/mcp-ipfs
upload and manipulation of IPFS storage
alexei-led/aws-mcp-server
A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support
alexei-led/k8s-mcp-server
A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support.
aliyun/alibaba-cloud-ops-mcp-server
A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.
awslabs/mcp
AWS MCP servers for seamless integration with AWS services and resources.
bright8192/esxi-mcp-server
A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
cloudflare/mcp-server-cloudflare
Integration with Cloudflare services including Workers, KV, R2, and D1
cyclops-ui/mcp-cyclops
An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction
elementfm/mcp
Open source podcast hosting platform
elevy99927/devops-mcp-webui
MCP Server for Kubernetes integrated with Open-WebUI, bridging the gap between DevOps and non-technical teams. Supports `kubectl` and `helm` operations through natural-language commands.
erikhoward/adls-mcp-server
MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and manage file metadata.
espressif/esp-rainmaker-mcp
Official Espressif MCP Server to manage and control ESP RainMaker Devices.
flux159/mcp-server-kubernetes
Typescript implementation of Kubernetes cluster operations for pods, deployments, services.
hardik-id/azure-resource-graph-mcp-server
A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
hashicorp/terraform-mcp-server
🎖️🏎️☁️ - The official Terraform MCP Server seamlessly integrates with the Terraform ecosystem, enabling provider discovery, module analysis, and direct Registry API integration for advanced Infrastructure as Code workflows.
jasonwilbur/cloud-cost-mcp
Multi-cloud pricing comparison across AWS, Azure, GCP, and OCI with 2,700+ instance types. Real-time pricing from public APIs, workload calculators, and migration savings estimator.
jasonwilbur/oci-pricing-mcp
Oracle Cloud Infrastructure pricing data with 602 products, cost calculators, and cross-provider comparisons. One-command install for Claude.
jdubois/azure-cli-mcp
A wrapper around the Azure CLI command line that allows you to talk directly to Azure
johnneerdael/netskope-mcp
An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage.
kestra-io/mcp-server-python
Implementation of MCP server for [Kestra](https://kestra.io) workflow orchestration platform.
liquidmetal-ai/raindrop-mcp
The best way to deploy cloud infrastructure using Claude Code and MCP.
liveblocks/liveblocks-mcp-server
Create, modify, and delete different aspects of [Liveblocks](https://liveblocks.io) such as rooms, threads, comments, notifications, and more. Additionally, it has read access to Storage and Yjs.
localstack/localstack-mcp-server
A MCP server for LocalStack to manage local AWS environments, including lifecycle operations, infra deployments, log analysis, fault injection, and state management.
Nebula-Block-Data/nebulablock-mcp-server
integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools
nwiizo/tfmcp
🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.
openstack-kr/python-openstackmcp-server
OpenStack MCP server for cloud infrastructure management based on openstacksdk.
pibblokto/cert-manager-mcp-server
mcp server for [cert-manager](https://github.com/cert-manager/cert-manager) management and troubleshooting
portainer/portainer-mcp
A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.
pulumi/mcp-server
MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.
pythonanywhere/pythonanywhere-mcp-server
MCP server implementation for PythonAnywhere cloud platform.
qiniu/qiniu-mcp-server
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.
redis/mcp-redis-cloud
Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.
reza-gholizade/k8s-mcp-server
A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through a standardized interface, including API resource discovery, resource management, pod logs, metrics, and events.
rohitg00/kubectl-mcp-server
A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.
rrmistry/tilt-mcp
A Model Context Protocol server that integrates with Tilt to provide programmatic access to Tilt resources, logs, and management operations for Kubernetes development environments.
silenceper/mcp-k8s
MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through natural language interaction, including native resources (like Deployment, Service) and custom resources (CRD). No need to memorize complex commands - just describe your needs, and AI will accurately execute the corresponding cluster operations, greatly enhancing the usability of Kubernetes.
Spaceship MCP
Manage domains, DNS records, contacts, marketplace listings, and more via the Spaceship API
spre-sre/lumino-mcp-server
AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Tekton pipeline debugging, log analysis, root cause analysis, and predictive monitoring.
StacklokLabs/mkp
MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.
StacklokLabs/ocireg-mcp
An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.
strowk/mcp-k8s-go
Kubernetes cluster operations through MCP
TencentCloudBase/CloudBase-AI-ToolKit
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provides specialized MCP tools for serverless cloud functions, databases, and one-click deployment to production with China market access through WeChat ecosystem.
thunderboltsid/mcp-nutanix
Go-based MCP Server for interfacing with Nutanix Prism Central resources.
trilogy-group/aws-pricing-mcp
Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue.
txn2/kubefwd
Kubernetes bulk port forwarding with service discovery, /etc/hosts management, traffic monitoring, and pod log streaming
VmLia/books-mcp-server
This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.
weibaohui/k8m
Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
weibaohui/kom
Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
wenhuwang/mcp-k8s-eye
MCP Server for kubernetes management, and analyze your cluster, application health
alfonsograziano/node-code-sandbox-mcp
📇 🏠 – A Node.js MCP server that spins up isolated Docker-based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown
alvii147/piston-mcp
MCP server that lets LLMs execute code through the Piston remote code execution engine, with a zero-config `uv` setup and a ready-to-use Claude Desktop config example.
ckanthony/openapi-mcp
OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.
dagger/container-use
Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.
gwbischof/outsource-mcp
Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?"
hileamlakB/PRIMS
🐍 🏠 – A Python Runtime Interpreter MCP Server that executes user-submitted code in an isolated environment.
ouvreboite/openapi-to-mcp
Lightweight MCP server to access any API using their OpenAPI specification. Supports OAuth2 and full JSON schema parameters and request body.
pydantic/pydantic-ai/mcp-run-python
Run Python code in a secure sandbox via MCP tool calls
r33drichards/mcp-js
A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions.
yepcode/mcp-server-js
Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages
agentic-mcp-tools/owlex
AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds
alpadalar/netops-mcp
Comprehensive DevOps and networking MCP server providing standardized access to essential infrastructure tools. Features network monitoring, system diagnostics, automation workflows, and infrastructure management with AI-powered operational insights.
askbudi/roundtable
Zero-configuration MCP server that unifies multiple AI coding assistants (Claude Code, Cursor, Codex) through intelligent auto-discovery and standardized interface. Essential infrastructure for autonomous agent development and multi-AI collaboration workflows.
automateyournetwork/pyATS_MCP
Cisco pyATS server enabling structured, model-driven interaction with network devices.
aybelatchane/mcp-server-terminal
Playwright for terminals - interact with TUI/CLI applications through structured Terminal State Tree representation with element detection.
aymericzip/intlayer
A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.
spyrae/claude-concilium
Multi-agent AI consultation framework for Claude Code. Three MCP servers wrapping CLI tools (Codex, Gemini, Qwen) for parallel code review and problem-solving with fallback chains and error detection. Includes ready-to-use Claude Code skill.
blakerouse/ssh-mcp
MCP server exposing SSH control for Linux and Windows servers. Allows long running commands and the ability to perform commands on multiple hosts at the same time.
doggybee/mcp-server-leetcode
An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.
eirikb/any-cli-mcp-server
Universal MCP server that transforms any CLI tool into an MCP server. Works with any CLI that has `--help` output, supports caching for performance.
ezyang/codemcp
Coding agent with basic read, write and command line tools.
elhamid/llm-council
Multi-LLM deliberation with anonymized peer review. Runs a 3-stage council: parallel responses → anonymous ranking → synthesis. Based on Andrej Karpathy's LLM Council concept.
ferrislucas/iterm-mcp
A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.
g0t4/mcp-server-commands
Run any command with `run_command` and `run_script` tools.
gabrielmaialva33/winx-code-agent
A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.
irskep/persistproc
MCP server + command line tool that allows agents to see & control long-running processes like web servers. Start, stop, restart, read logs.
jinzcdev/leetcode-mcp-server
MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.
juehang/vscode-mcp-server
A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.
louis030195/terminator-mcp-agent
Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Linux applications without vision models or screenshots. Supports workflow recording, structured data extraction, and browser DOM inspection.
maxim-saplin/mcp_safe_local_python_executor
Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
micl2e2/code-to-tree
A single-binary MCP server that converts source code into AST, regardless of language.
misiektoja/kill-process-mcp
List and terminate OS processes via natural language queries
MladenSU/cli-mcp-server
Command line interface with secure execution and customizable security policies
nesquikm/mcp-rubber-duck
An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" and getting different perspectives
nihalxkumar/arch-mcp
Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and official repositories for AI-assisted Arch Linux usage on Arch and non-Arch systems. Features include searching Arch Wiki and AUR, getting package info, checking for updates, installing packages securely, and analyzing PKGBUILDs.
ooples/mcp-console-automation
Production-ready MCP server for AI-driven console automation and monitoring. 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications.
oraios/serena
A fully-featured coding agent that relies on symbolic code operations by using language servers.
OthmaneBlial/term_mcp_deepseek
A DeepSeek MCP-like Server for Terminal
pdavis68/RepoMapper
An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map" functionality in Aider.chat
religa/multi-mcp
Parallel multi-model code review, security analysis, and AI debate with ChatGPT, Claude, and Gemini. Orchestrates multiple LLMs for compare, consensus, and OWASP Top 10 security checks.
rinadelph/Agent-MCP
A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.
shashankss1205/codegraphcontext
🐍 🏠 🍎 🪟 🐧 An MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.
sim-xia/blind-auditor
A zero-cost MCP server that forces AI to self-correct generation messages using prompt injection, independent self-audition and context isolation.
sim-xia/skill-cortex-server
An MCP server that enable all IDEs/CLIs to access Claude Code Skills capabilities.
sonirico/mcp-shell
🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.
stippi/code-assistant
Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently.
SunflowersLwtech/mcp_creator_growth
Intelligent learning sidecar for AI coding assistants. Helps developers learn from AI-generated code changes through interactive blocking quizzes and provides agents with persistent project-specific debugging memory using silent RAG tools. Features 56% token optimization and multi-language support.
tiianhk/MaxMSP-MCP-Server
A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.
tufantunc/ssh-mcp
MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication.
tumf/mcp-shell-server
A secure shell command execution server implementing the Model Context Protocol (MCP)
VertexStudio/developer
Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities
wende/cicada
Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing
wonderwhy-er/DesktopCommanderMCP
A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
x51xxx/codex-mcp-tool
MCP server that connects your IDE or AI assistant to Codex CLI for code analysis and editing with support for multiple models (gpt-5-codex, o3, codex-1)
x51xxx/copilot-mcp-server
MCP server that connects your IDE or AI assistant to GitHub Copilot CLI for code analysis, review, and batch processing
danmartuszewski/hop
Fast SSH connection manager with TUI dashboard and MCP server for discovering, searching, and executing commands on remote hosts.
AbdelStark/nostr-mcp
A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.
adhikasp/mcp-twikit
Interact with Twitter search and timeline
agentmail-toolkit/mcp
An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents.
areweai/tsgram-mcp
TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!
arpitbatra123/mcp-googletasks
An MCP server to interface with the Google Tasks API
Cactusinhand/mcp_server_notify
A MCP server that send desktop notifications with sound effect when agent tasks are completed.
carterlasalle/mac_messages_mcp
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.
chaindead/telegram-mcp
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status
chigwell/telegram-mcp
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.
codefuturist/email-mcp
IMAP/SMTP email MCP server with 42 tools for reading, searching, sending, scheduling, and managing emails across multiple accounts. Supports IMAP IDLE push, AI triage, desktop notifications, and auto-detects providers like Gmail, Outlook, and iCloud.
conarti/mattermost-mcp
MCP server for Mattermost API. List channels, read/post messages, manage threads and reactions, monitor topics. Supports flexible configuration via CLI args, environment variables, or config files.
Danielpeter-99/calcom-mcp
MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.
discourse/discourse-mcp
Official Discourse MCP server for forum integration. Search topics, read posts, manage categories and tags, discover users, and interact with Discourse communities.
elie222/inbox-zero
An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.
FastAlertNow/mcp-server
Official Model Context Protocol (MCP) server for FastAlert. This server allows AI agents (like Claude, ChatGPT, and Cursor) to list of your channels and send notifications directly through the FastAlert API.
gerkensm/callcenter.js-mcp
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript.
gitmotion/ntfy-me-mcp
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
gotoolkits/wecombot
An MCP server application that sends various types of messages to the WeCom group robot.
hannesrudolph/imessage-query-fastmcp-mcp-server
An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling
InditexTech/mcp-teams-server
MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
Infobip/mcp
Official Infobip MCP server for integrating Infobip global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and RCS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment.
jagan-shanmugam/mattermost-mcp-host
A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.
jaipandya/producthunt-mcp-server
MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.
jaspertvdm/mcp-server-rabel
AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communicate using .aint domains, semantic messaging, and trust-based routing.
jtalk22/slack-mcp-server
Your complete Slack context for Claude—DMs, channels, threads, search. No OAuth apps, no admin approval. `--setup` and done, 11 tools, auto-refresh.
keturiosakys/bluesky-context-server
Bluesky instance integration for querying and interaction
khan2a/telephony-mcp-server
MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receive SMS, detect voicemail, and integrate with Vonage APIs for advanced telephony workflows.
korotovsky/slack-mcp-server
The most powerful MCP server for Slack Workspaces.
lharries/whatsapp-mcp
An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups
line/line-bot-mcp-server
MCP Server for Integrating LINE Official Account
Leximo-AI/leximo-ai-call-assistant-mcp-server
Make AI-powered phone calls on your behalf — book reservations, schedule appointments, and view call transcripts
madbonez/caldav-mcp
Universal MCP server for CalDAV protocol integration. Works with any CalDAV-compatible calendar server including Yandex Calendar, Google Calendar (via CalDAV), Nextcloud, ownCloud, Apple iCloud, and others. Supports creating events with recurrence, categories, priority, attendees, reminders, searching events, and retrieving events by UID.
marlinjai/email-mcp
Unified MCP server for email across Gmail (REST API), Outlook (Microsoft Graph), iCloud, and generic IMAP/SMTP. 24 tools for search, send, organize, and batch-manage emails with built-in OAuth2 and encrypted credential storage.
OverQuotaAI/chatterboxio-mcp-server
MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.
PhononX/cv-mcp-server
MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app).
saseq/discord-mcp
A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.
sawa-zen/vrchat-mcp
📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.
softeria/ms-365-mcp-server
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)
teddyzxcv/ntfy-mcp
The MCP server that keeps you informed by sending the notification on phone using ntfy
trycourier/courier-mcp
Build multi-channel notifications into your product, send messages, update lists, invoke automations, all without leaving your AI coding space.
userad/didlogic_mcp
An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations.
wyattjoh/imessage-mcp
A Model Context Protocol server for reading iMessage data from macOS.
wyattjoh/jmap-mcp
A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client library.
YCloud-Developers/ycloud-whatsapp-mcp-server
MCP server for WhatsApp Business Platform by YCloud.
zcaceres/gtasks-mcp
An MCP server to Manage Google Tasks
ztxtxwd/open-feishu-mcp-server
A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu document management tools including block creation, content updates, and advanced features.
antv/mcp-server-chart
A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).
hustcc/mcp-echarts
Generate visual charts using [Apache ECharts](https://echarts.apache.org) with AI MCP dynamically.
hustcc/mcp-mermaid
Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.
iaptic/mcp-server-iaptic
Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics.
OpenDataMCP/OpenDataMCP
Connect any Open Data to any LLM with Model Context Protocol.
QuackbackIO/quackback
Open-source customer feedback platform with built-in MCP server. Agents can search feedback, triage posts, update statuses, create and comment on posts, vote, manage roadmaps, merge duplicates, and publish changelogs.
sergehuber/inoyu-mcp-unomi-server
An MCP server to access and updates profiles on an Apache Unomi CDP server.
tinybirdco/mcp-tinybird
An MCP server to interact with a Tinybird Workspace from any MCP client.
saurabhsharma2u/search-console-mcp
An MCP server to interact with Google Search Console and Bing Webmasters.
Aiven-Open/mcp-aiven
🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
alexanderzuev/supabase-mcp-server
Supabase MCP Server with support for SQL query execution and database exploration tools
aliyun/alibabacloud-tablestore-mcp-server
MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
amineelkouhen/mcp-cockroachdb
A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com).
benborla29/mcp-server-mysql
MySQL database integration in NodeJS with configurable access controls and schema inspection
bram2w/baserow
Baserow database integration with table search, list, and row create, read, update, and delete capabilities.
c4pt0r/mcp-server-tidb
TiDB database integration with schema inspection and query capabilities
Canner/wren-engine
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
centralmind/gateway
MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase
ChristianHinge/dicom-mcp
DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.
chroma-core/chroma-mcp
Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities
ClickHouse/mcp-clickhouse
ClickHouse database integration with schema inspection and query capabilities
confluentinc/mcp-confluent
Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.
Couchbase-Ecosystem/mcp-server-couchbase
Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natural language data analysis.
cr7258/elasticsearch-mcp-server
MCP Server implementation that provides Elasticsearch interaction
crystaldba/postgres-mcp
All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks
Dataring-engineering/mcp-server-trino
Trino MCP Server to query and access data from Trino Clusters.
davewind/mysql-mcp-server
🏎️ 🏠 A – user-friendly read-only mysql mcp server for cursor and n8n...
designcomputer/mysql_mcp_server
MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
domdomegg/airtable-mcp-server
Airtable database integration with schema inspection, read and write capabilities
edwinbernadus/nocodb-mcp-server
Nocodb database integration, read and write capabilities
ergut/mcp-bigquery-server
Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
f4ww4z/mcp-mysql-server
Node.js-based MySQL database integration that provides secure MySQL database operations
ferrants/memvid-mcp-server
Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search.
fireproof-storage/mcp-database-server
Fireproof ledger database with multi-user sync
freema/mcp-gsheets
MCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities.
FreePeak/db-mcp-server
🏎️ 🏠 – A high-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon). Includes built-in tools for query execution, transaction management, schema exploration, query building, and performance analysis, with seamless Cursor integration for enhanced database workflows.
furey/mongodb-lens
MongoDB Lens: Full Featured MCP Server for MongoDB Databases
gannonh/firebase-mcp
Firebase services including Auth, Firestore and Storage.
gigamori/mcp-run-sql-connectorx
An MCP server that executes SQL via ConnectorX and streams the result to a CSV or Parquet file. Supports PostgreSQL, MariaDB, BigQuery, RedShift, MS SQL Server, etc.
googleapis/genai-toolbox
Open source MCP server specializing in easy, fast, and secure tools for Databases.
GreptimeTeam/greptimedb-mcp-server
MCP Server for querying GreptimeDB.
hannesrudolph/sqlite-explorer-fastmcp-mcp-server
An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.
henilcalagiya/google-sheets-mcp
Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Google Sheets automation via MCP.
hydrolix/mcp-hydrolix
Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.
idoru/influxdb-mcp-server
Run queries against InfluxDB OSS API v2.
InfluxData/influxdb3_mcp_server
Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated
isaacwasserman/mcp-snowflake-server
Snowflake integration implementing read and (optional) write operations as well as insight tracking
iunera/druid-mcp-server
Comprehensive MCP server for Apache Druid that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.
joshuarileydev/supabase-mcp-server
Supabase MCP Server for managing and creating projects and organisations in Supabase
jovezhong/mcp-timeplus
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus
jparkerweb/mcp-sqlite
Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.
KashiwaByte/vikingdb-mcp-server
VikingDB integration with collection and index introduction, vector store and search capabilities.
kiliczsh/mcp-mongo-server
A Model Context Protocol Server for MongoDB
ktanaka101/mcp-server-duckdb
DuckDB database integration with schema inspection and query capabilities
LucasHild/mcp-server-bigquery
BigQuery database integration with schema inspection and query capabilities
memgraph/mcp-memgraph
Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.
mbentham/SqlAugur
SQL Server MCP server with AST-based query validation, read-only safety, schema exploration, ER diagram generation, and DBA toolkit integration (First Responder Kit, DarlingData, sp_WhoIsActive).
modelcontextprotocol/server-postgres
PostgreSQL database integration with schema inspection and query capabilities
modelcontextprotocol/server-sqlite
SQLite database operations with built-in analysis features
montumodi/mongodb-atlas-mcp-server
A Model Context Protocol (MCP) that provides access to the MongoDB Atlas API. This server wraps the `mongodb-atlas-api-client` package to expose MongoDB Atlas functionality through MCP tools.
neo4j-contrib/mcp-neo4j
Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)
neondatabase/mcp-server-neon
📇 ☁️ — An MCP Server for creating and managing Postgres databases using Neon Serverless Postgres
niledatabase/nile-mcp-server
Manage and query Postgres databases, tenants, users, auth using LLMs
openlink/mcp-server-jdbc
An MCP server for generic Database Management System (DBMS) Connectivity via the Java Database Connectivity (JDBC) protocol
openlink/mcp-server-odbc
An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol
openlink/mcp-server-sqlalchemy
An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc)
pab1it0/adx-mcp-server
Query and analyze Azure Data Explorer databases
pab1it0/prometheus-mcp-server
Query and analyze Prometheus, open-source monitoring system.
pgtuner_mcp
provides AI-powered PostgreSQL performance tuning capabilities.
pilat/mcp-datalink
MCP server for secure database access (PostgreSQL, MySQL, SQLite) with parameterized queries and schema inspection
planetscale/mcp
The PlanetScale CLI includes an MCP server that provides AI tools direct access to your PlanetScale databases.
prisma/mcp
Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).
QuantGeekDev/mongo-mcp
MongoDB integration that enables LLMs to interact directly with databases.
quarkiverse/mcp-server-jdbc
Connect to any JDBC-compatible database and query, insert, update, delete, and more.
rashidazarang/airtable-mcp
Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface.
redis/mcp-redis
The Redis official MCP Server offers an interface to manage and search data in Redis.
runekaagaard/mcp-alchemy
Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.
s2-streamstore/s2-sdk-typescript
Official MCP server for the S2.dev serverless stream platform.
sirmews/mcp-pinecone
Pinecone integration with vector search capabilities
skysqlinc/skysql-mcp
Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.
Snowflake-Labs/mcp
Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported.
subnetmarco/pgmcp
Natural language PostgreSQL queries with automatic streaming, read-only safety, and universal database compatibility.
supabase-community/supabase-mcp
Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.
tradercjz/dolphindb-mcp-server
TDolphinDB database integration with schema inspection and query capabilities
tuannvm/mcp-trino
A Go implementation of a Model Context Protocol (MCP) server for Trino
VictoriaMetrics-Community/mcp-victorialogs
Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.
weaviate/mcp-server-weaviate
An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.
wenb1n-dev/mysql_mcp_server_pro
Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization
wenb1n-dev/SmartDB_MCP
A universal database MCP server supporting simultaneous connections to multiple databases. It provides tools for database operations, health analysis, SQL optimization, and more. Compatible with mainstream databases including MySQL, PostgreSQL, SQL Server, MariaDB, Dameng, and Oracle. Supports Streamable HTTP, SSE, and STDIO; integrates OAuth 2.0; and is designed for easy customization and extension by developers.
wenerme/wener-mssql-mcp
MSSQL database integration with schema inspection and query capabilities
xexr/mcp-libsql
Production-ready MCP server for libSQL databases with comprehensive security and management tools.
XGenerationLab/xiyan_mcp_server
📇 ☁️ — An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.
yannbrrd/simple_snowflake_mcp
Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations
ydb/ydb-mcp
MCP server for interacting with [YDB](https://ydb.tech) databases
yincongcyincong/VictoriaMetrics-mcp-server
An MCP server for interacting with VictoriaMetrics database.
Zhwt/go-mcp-mysql
🏎️ 🏠 – Easy to use, zero dependency MySQL MCP server built with Golang with configurable readonly mode and schema inspection.
zilliztech/mcp-server-milvus
MCP Server for Milvus / Zilliz, making it possible to interact with your database.
alkemiai/alkemi-mcp
MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai.
avisangle/method-crm-mcp
Production-ready MCP server for Method CRM API integration with 20 comprehensive tools for tables, files, users, events, and API key management. Features rate limiting, retry logic, and dual transport support (stdio/HTTP).
aywengo/kafka-schema-reg-mcp
Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features.
bruno-portfolio/agrobr-mcp
Brazilian agricultural data for LLMs — prices, crop estimates, climate, deforestation from 19 public sources via CEPEA, CONAB, IBGE, INPE and B3.
dbt-labs/dbt-mcp
Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.
flowcore/mcp-flowcore-platform
Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language.
JordiNei/mcp-databricks-server
Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
jwaxman19/qlik-mcp
MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support.
keboola/keboola-mcp-server
interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.
mattijsdp/dbt-docs-mcp
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.
meal-inc/bonnard-cli
Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be like water.
Osseni94/keyneg-mcp
Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and batch processing for AI agents
Osseni94/oyemi-mcp
Deterministic semantic word encoding and valence/sentiment analysis using 145K+ word lexicon. Provides word-to-code mapping, semantic similarity, synonym/antonym lookup with zero runtime NLP dependencies.
paracetamol951/caisse-enregistreuse-mcp-server
Allows you to automate or monitor business operations, sales recorder, POS software, CRM.
saikiyusuke/registep-mcp
AI-powered POS & sales analytics MCP server with 67 tools for Airレジ, スマレジ, and BASE EC integration. Provides store management, sales data querying, AI chat analysis, and weather correlation features.
yashshingvi/databricks-genie-MCP
A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.
21st-dev/Magic-MCP
Create crafted UI components inspired by the best 21st.dev design engineers.
a-25/ios-mcp-code-quality-server
iOS code quality analysis and test automation server. Provides comprehensive Xcode test execution, SwiftLint integration, and detailed failure analysis. Operates in both CLI and MCP server modes for direct developer usage and AI assistant integration.
AaronVick/ECHO_RIFT_MCP
MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter). Makes EchoRift's agent infrastructure callable as MCP tools so any MCP client can treat EchoRift like a native capability layer.
aashari/mcp-server-atlassian-bitbucket
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.
aashari/mcp-server-atlassian-confluence
Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.
aashari/mcp-server-atlassian-jira
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
abrinsmead/mindpilot-mcp
Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".
admica/FileScopeMCP
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.
agent-hanju/char-index-mcp
Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations.
akramIOT/MCP_AI_SOC_Sher
MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
aktsmm/skill-ninja-mcp-server
Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills.
alimo7amed93/webhook-tester-mcp
🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.
ambar/simctl-mcp
📇 🏠 🍎 A MCP server implementation for iOS Simulator control.
api7/apisix-mcp
🎖️ 📇 🏠 MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix).
ArchAI-Labs/fastmcp-sonarqube-metrics
A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.
artmann/package-registry-mcp
MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.
arvindand/maven-tools-mcp
Universal Maven Central dependency intelligence for JVM build tools (Maven, Gradle, SBT, Mill). Features bulk operations, version comparison, stability filtering, dependency age analysis, release patterns, and Context7 integration for upgrade guidance.
augmnt/augments-mcp-server
Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.
automation-ai-labs/mcp-link
Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
avisangle/jenkins-mcp-server
Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline monitoring, artifact management, and batch operations. Features 21 MCP tools for job management, build status tracking, and queue management with CSRF protection and 2FA support.
axliupore/mcp-code-runner
An MCP server for running code locally via Docker and supporting multiple programming languages.
azer/react-analyzer-mcp
Analyze React code locally, generate docs / llm.txt for whole project at once
back1ply/agent-skill-loader
Dynamically load Claude Code skills into AI agents without copying files. Discover, read, and install skills on demand.
bbonnin/openapi-to-mcp
MCP server that automatically converts any OpenAPI/Swagger specification into a set of usable MCP tools. Unlike manual tool definition, this approach auto-generates tools directly from the Swagger spec, ensuring consistency, reducing maintenance effort, and preventing mismatches between the tools and the actual API.
bgauryy/octocode-mcp
AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
bitrise-io/bitrise-mcp
MCP Server for the [Bitrise](https://bitrise.io) API, enabling app management, build operations, artifact management and more.
BrainGrid MCP
[BrainGrid](https://braingrid.ai) MCP is the Product Management Agent that writes your specs, plans your features, and creates engineering-grade tasks your coding tools can build reliably.
BrunoKrugel/echo-mcp
A zero-configuration Go library to automatically expose any existing Echo web framework APIs as MCP tools.
buildkite/buildkite-mcp-server
Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.
Chunkydotdev/bldbl-mcp
Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.
CircleCI/mcp-server-circleci
📇 ☁️ Enable AI Agents to fix build failures from CircleCI.
cjo4m06/mcp-shrimp-task-manager
📇 ☁️ 🏠 – A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)
ckanthony/gin-mcp
A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.
ckreiling/mcp-server-docker
Integrate with Docker to manage containers, images, volumes, and networks.
ClaudeCodeNavi/claudecodenavi-mcp
Claude Code knowledge platform & marketplace MCP server. Search and share snippets, prompts, Q&A solutions, error fixes, and MCP server configurations from the ClaudeCodeNavi community.
CodeLogicIncEngineering/codelogic-mcp-server
Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.
Comet-ML/Opik-MCP
Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
conan-io/conan-mcp
Official MCP server for Conan C/C++ package manager. Create projects, manage dependencies, check licenses, and scan for security vulnerabilities.
ConfigCat/mcp-server
MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations.
context-rot-detection
Gives AI agents self-awareness about their cognitive state. Monitors token utilization, context quality degradation, and session fatigue. Returns health scores (0-100) and recovery recommendations based on model-specific degradation curves.
cqfn/aibolit-mcp-server
Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'
currents-dev/currents-mcp
🎖️ 📇 ☁️ Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev).
Daghis/teamcity-mcp
MCP server for JetBrains TeamCity with 87 tools for builds, tests, agents, and CI/CD pipeline management. Features dual-mode operation (dev/full) and runtime mode switching.
dannote/figma-use
Full Figma control: create shapes, text, components, set styles, auto-layout, variables, export. 80+ tools.
davidan90/time-node-mcp
Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.
davidlin2k/pox-mcp-server
MCP server for the POX SDN controller to provides network control and management capabilities.
delano/postman-mcp-server
Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)
deploy-mcp/deploy-mcp
Universal deployment tracker for AI assistants with live status badges and deployment monitoring
docker/hub-mcp
Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images
dorukardahan/twitterapi-docs-mcp
Offline access to TwitterAPI.io documentation for AI assistants. 52 API endpoints, guides, pricing info, and authentication docs.
efremidze/swift-patterns-mcp
An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code examples from Swift by Sundell, SwiftLee, and other trusted sources.
endorhq/cli
Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.
ericbrown/project-context-mcp
Exposes `.context/` folder files as MCP resources, giving Claude Code instant access to project documentation via `@` mentions.
etsd-tech/mcp-pointer
Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.
eyaltoledano/claude-task-master
AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage.
flipt-io/mcp-server-flipt
Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).
freema/mcp-design-system-extractor
Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.
gitkraken/gk-cli
A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.
GLips/Figma-Context-MCP
Provide coding agents direct access to Figma data to help them one-shot design implementation.
gofireflyio/firefly-mcp
Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).
gorosun/unified-diff-mcp
Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration
Govcraft/rust-docs-mcp-server
Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.
HainanZhao/mcp-gitlab-jira
Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.
haris-musa/excel-mcp-server
An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
hechtcarmel/jetbrains-debugger-mcp-plugin
A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger.
hechtcarmel/jetbrains-index-mcp-plugin
A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring capabilities (rename, safe delete, find references, call hierarchy, type hierarchy, diagnostics and more).
higress-group/higress-ops-mcp-server
MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations.
hijaz/postmancer
A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.
hloiseaufcms/mcp-gopls
A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.
hoklims/stacksfinder-mcp
Deterministic tech stack recommendations with 6-dimension scoring. Analyze, compare technologies, get optimal stack suggestions for any project type. 10 tools (4 free, 6 Pro).
hungthai1401/bruno-mcp
A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).
hyperb1iss/droidmind
Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.
Hypersequent/qasphere-mcp
Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs
idosal/git-mcp
[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com) repository or project for documentation
IlyaGulya/gradle-mcp-server
Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting
InditexTech/mcp-server-simulator-ios-idb
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
InhiblabCore/mcp-image-compression
MCP server for local compression of various image formats.
InsForge/insforge-mcp
AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as production-grade infrastructure, reducing MVP development time from weeks to hours.
Inspizzz/jetbrains-datalore-mcp
MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )
ios-simulator-mcp
A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.
isaacphi/mcp-language-server
MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.
IvanAmador/vercel-ai-docs-mcp
A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.
j4c0bs/mcp-server-sql-analyzer
MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)
JamesANZ/system-prompts-mcp-server
Exposes a large catalog of coding assistant prompts as MCP tools with model-aware suggestions and persona activation to emulate agents like Cursor or Devin.
janreges/ai-distiller-mcp
Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.
jasonjmcghee/claude-debugs-for-you
An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.
jaspertvdm/mcp-server-tibet
TIBET provenance tracking for AI decisions. Cryptographic audit trails with ERIN/ERAAN/EROMHEEN/ERACHTER intent logging for compliance.
jetbrains/mcpProxy
Connect to JetBrains IDE
Jktfe/serveMyAPI
A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.
jordandalton/restcsv-mcp-server
An MCP server for CSV files.
joshuarileydev/app-store-connect-mcp-server
An MCP server to communicate with the App Store Connect API for iOS Developers
joshuarileydev/simulator-mcp-server
An MCP server to control iOS Simulators
Jpisnice/shadcn-ui-mcp-server
MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.
jsdelivr/globalping-mcp-server
The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.
kadykov/mcp-openapi-schema-explorer
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
kindly-software/kdb
AI-powered time-travel debugger with bidirectional execution replay, audit-compliant hash-chain logging, and SIMD-accelerated stack unwinding. Free Hobby tier available.
LadislavSopko/mcp-ai-server-visual-studio
MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants semantic code navigation, symbol search, inheritance trees, call graphs, safe rename, build/test execution. Works with Claude, Codex, Gemini, Cursor, Copilot, Windsurf, Cline.
lamemind/mcp-server-multiverse
A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
langfuse/mcp-server-langfuse
MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management.
linuxsuren/atest-mcp-server
An MCP server to manage test suites and cases, which is an alternative to Postman.
linw1995/nvim-mcp
A MCP server to interact with Neovim
louis030195/gptzero-mcp
AI detection for text content with GPTZero API. Detect AI-generated text, get confidence scores, multilingual support (French/Spanish), and detailed probability breakdowns.
lpigeon/ros-mcp-server
The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
lpigeon/unitree-go2-mcp-server
The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.
madhan-g-p/DevDocs-MCP
DevDocs-MCP is a MCP server that provides version-pinned, deterministic documentation sourced from [DevDocs.io](https://devdocs.io) in offline mode
mattjegan/swarmia-mcp
Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for quick reporting.
meanands/npm-package-docs-mcp
MCP Server that provides up-to-date documentation for npm packages by fetching the latest README doc from the package's GitHub repository or the README.
MerabyLabs/promptarchitect-mcp
Workspace-aware prompt engineering. Refines, analyzes and generates prompts based on your project's tech stack, dependencies and context. Free to use.
mhmzdev/Figma-Flutter-MCP
Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full screens implementations.
mihaelamj/cupertino
Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution proposals, and 600+ sample code projects with full-text search.
MikeRecognex/mcp-codebase-index
Structural codebase indexer exposing 17 query tools (functions, classes, imports, dependency graphs, change impact) via MCP. Zero dependencies.
mmorris35/devplan-mcp-server
Generate comprehensive, paint-by-numbers development plans using the [ClaudeCode-DevPlanBuilder](https://github.com/mmorris35/ClaudeCode-DevPlanBuilder) methodology. Creates PROJECT_BRIEF.md, DEVELOPMENT_PLAN.md, and CLAUDE.md.
mobile-next/mobile-mcp
MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.
mrexodia/user-feedback-mcp
Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.
n8daniels/RulesetMCP
Weight-On-Wheels for AI - keeps agents grounded in your project's rules. Query coding standards, validate snippets, and get task-specific guidance from version-controlled rule files.
narumiruna/gitingest-mcp
A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.
neilberkman/editorconfig_mcp
Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.
Neo1228/spring-boot-starter-swagger-mcp
Turn your Spring Boot application into an MCP server instantly by reusing existing Swagger/OpenAPI documentation.
OctoMind-dev/octomind-mcp
lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.
ooples/token-optimizer-mcp
Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.
opslevel/opslevel-mcp
Official MCP Server for [OpsLevel](https://www.opslevel.com)
optimaquantum/claude-critical-rules-mcp
Automatic enforcement of critical rules for Claude AI preventing 96 documented failure patterns. Provides compliance verification checklist and rules summary via MCP tools.
paracetamol951/P-Link-MCP
Implementation of HTTP 402 (payment required http code) relying on Solana
picahq/mcp
One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.
posthog/mcp
An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.
pylonapi/pylon-mcp
x402-native API gateway with 20+ capabilities (web-extract, web-search, translate, image-generate, screenshot, PDF, OCR, and more) payable with USDC on Base. No API keys — agents pay per call via HTTP 402.
Pratyay/mac-monitor-mcp
Identifies resource-intensive processes on macOS and provides performance improvement suggestions.
PromptExecution/cratedocs-mcp
Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses same api as rust-analyzer), output limits (token estimation) & crate docs w/regex stripping.
promptexecution/just-mcp
Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable support and comprehensive testing.
pskill9/website-downloader
This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally.
PSU3D0/spreadsheet-mcp
High-performance, token-efficient spreadsheet analysis/editing (xlsx/xlsm) with region detection, structured reads, formula/style inspection, forking mechanics, and recalculation. Cross-platform.
public-ui/kolibri
Streaming KoliBri MCP server (NPM: `@public-ui/mcp`) delivering 200+ guaranteed accessible web component samples, specs, docs, and scenarios via hosted HTTP endpoint or local `kolibri-mcp` CLI.
pzalutski-pixel/javalens-mcp
56 semantic Java analysis tools via Eclipse JDT. Compiler-accurate navigation, refactoring, find references, call hierarchy, and code metrics for AI agents.
pzalutski-pixel/sharplens-mcp
58 semantic C#/.NET analysis tools via Roslyn. Navigation, refactoring, find usages, and code intelligence for AI agents.
qainsights/jmeter-mcp-server
JMeter MCP Server for performance testing
qainsights/k6-mcp-server
Grafana k6 MCP Server for performance testing
qainsights/locust-mcp-server
Locust MCP Server for performance testing
QuantGeekDev/docker-mcp
Docker container management and operations through MCP
r-huijts/xcode-mcp-server
Xcode integration for project management, file operations, and build automation
ReAPI-com/mcp-openapi
MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data
reflagcom/mcp
Flag features directly from chat in your IDE with [Reflag](https://reflag.com).
Rootly-AI-Labs/Rootly-MCP-server
MCP server for the incident management platform [Rootly](https://rootly.com/).
rsdouglas/janee
Self-evolving MCP server that generates and improves its own tools at runtime. Built on FastMCP, Janee uses LLM-driven tool generation to dynamically create, test, and refine MCP tools from natural language descriptions — enabling AI agents to extend their own capabilities on the fly.
ryan0204/github-repo-mcp
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.
sammcj/mcp-package-version
An MCP Server to help LLMs suggest the latest stable package versions when writing code.
sapientpants/sonarqube-mcp-server
A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses
sbroenne/mcp-server-excel
Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTables, Tables, Charts, ranges, formatting. 100% Excel compatibility - uses Excel app instead of creating .xlsx files. Windows only.
SDGLBL/mcp-claude-code
An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
selvage-lab/selvage
LLM-based code review MCP server with AST-powered smart context extraction. Supports Claude, GPT, Gemini, and 20+ models via OpenRouter.
sequa-ai/sequa-mcp
Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
SimplyLiz/CodeMCP
Code intelligence MCP server with 80+ tools for semantic code search, impact analysis, call graphs, ownership detection, and architectural understanding. Supports Go, TypeScript, Python, Rust, Java via SCIP indexing.
simplypixi/bugbug-mcp-server
MCP for BugBug API, to manage test and suites on BugBug
skullzarmy/vibealive
📇 🏠 🍎 🪟 🐧 — Full-featured utility to test Next.js projects for unused files and APIs, with an MCP server that exposes project analysis tools to AI assistants.
snaggle-ai/openapi-mcp-server
Connect any HTTP/REST API server using an Open API spec (v3)
softvoyagers/linkshrink-api
Free privacy-first URL shortener API with analytics and link management. No API key required.
softvoyagers/ogforge-api
Free Open Graph image generator API with themes, Lucide icons, and custom layouts. No API key required.
softvoyagers/pagedrop-api
Free instant HTML hosting API with paste, file upload, and ZIP deploy support. No API key required.
softvoyagers/pdfspark-api
Free HTML/URL to PDF conversion API powered by Playwright. No API key required.
softvoyagers/qrmint-api
Free styled QR code generator API with custom colors, logos, frames, and batch generation. No API key required.
spacecode-ai/SpaceBridge-MCP
Bring structure and preserve context in vibe coding by automatically tracking issues.
srijanshukla18/xray
Progressive code-intelligence MCP server: map project structure, fuzzy-find symbols, and assess change-impact across Python, JS/TS, and Go (powered by `ast-grep`).
st3v3nmw/sourcerer-mcp
MCP for semantic code search & navigation that reduces token waste
stass/lldb-mcp
A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.
storybookjs/addon-mcp
Help agents automatically write and test stories for your UI components.
TCSoftInc/testcollab-mcp-server
Manage test cases in TestCollab directly from your AI coding assistant. List, create, and update test cases with filtering, sorting, and pagination support.
TencentEdgeOne/edgeone-pages-mcp
An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
testdino-hq/testdino-mcp
Connects your TestDino testrun/testcase data to AI agents so you can review runs, debug failures, and manage manual test cases using natural language.
tgeselle/bugsnag-mcp
An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)
themesberg/flowbite-mcp
MCP server that provides AI assistance for an open-source UI framework based on Tailwind CSS
tipdotmd/tip-md-x402-mcp-server
MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet.
Tommertom/awesome-ionic-mcp
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!
tosin2013/mcp-adr-analysis-server
AI-powered architectural analysis server for software projects. Provides technology stack detection, ADR management, security checks, enhanced TDD workflow, and deployment readiness validation with support for multiple AI models.
tumf/mcp-text-editor
A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
ukkit/memcord
A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
utensils/mcp-nixos
MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
V0v1kkk/DotNetMetadataMcpServer
Provides AI agents with detailed type information from .NET projects including assembly exploration, namespace discovery, type reflection, and NuGet integration
valado/pantheon-mcp
MCP server providing task specific agentic instructions. No more outdated Markdown files and synchronisation overhead.
var-gg/mcp
Enforces team naming consistency for AI-generated code via Cursor MCP integration. [Guide ↗](https://var.gg)
vasayxtx/mcp-prompt-engine
MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.
veelenga/claude-mermaid
A Mermaid diagram rendering MCP server for Claude Code with live reload functionality, supporting multiple export formats (SVG, PNG, PDF) and themes.
vercel/next-devtools-mcp
Official Next.js MCP server for coding agents. Provides runtime diagnostics, route inspection, dev server logs, docs search, and upgrade guides. Requires Next.js 16+ dev server for full runtime features.
vezlo/src-to-kb
Convert source code repositories into searchable knowledge bases with AI-powered search using GPT-5, intelligent chunking, and OpenAI embeddings for semantic code understanding.
vivekvells/mcp-pandoc
MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
VSCode Devtools
Connect to VSCode ide and use semantic tools like `find_usages`
Webvizio/mcp
Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.
WiseVision/mcp_server_ros_2
MCP server for ROS2 enabling AI-driven robotics applications and services.
wn01011/llm-token-tracker
Token usage tracker for OpenAI and Claude APIs with MCP support, real-time session tracking, and accurate pricing for 2025 models
Wolfe-Jam/claude-faf-mcp
First & only persistent project context MCP. Provides .faf (Foundational AI-context Format) Project DNA with 33+ tools, Podium scoring (0-100%), and format-driven architecture. Official Anthropic Registry. 10k+ npm downloads.
Wolfe-Jam/faf-mcp
Universal persistent project context for Cursor, Windsurf, Cline, VS Code, and all MCP-compatible platforms (including Claude Desktop). IANA-registered format (application/vnd.faf+yaml). 17 native tools, AI-readiness scoring.
Wooonster/hocr_mcp_server
🐍 🏠 – A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.
wyattjoh/jsr-mcp
Model Context Protocol server for the JSR (JavaScript Registry)
xcodebuild
🍎 Build iOS Xcode workspace/project and feed back errors to llm.
XixianLiang/HarmonyOS-mcp-server
Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
xzq.xu/jvm-mcp-server
An implementation project of a JVM-based MCP (Model Context Protocol) server.
yangkyeongmo@/mcp-server-apache-airflow
MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.
yanmxa/scriptflow-mcp
A script workflow management system that transforms complex, repetitive AI interactions into persistent, executable scripts. Supports multi-language execution (Bash, Python, Node.js, TypeScript) with guaranteed consistency and reduced hallucination risks.
yikakia/godoc-mcp-server
Query Go package information on pkg.go.dev
yiwenlu66/PiloTY
AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management
YuChenSSR/mindmap-mcp-server
A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
YuChenSSR/multi-ai-advisor
A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.
Yutarop/ros-mcp
MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.
yWorks/mcp-typescribe
MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs
zaizaizhao/mcp-swagger-server
A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.
zcaceres/fetch-mcp
An MCP server to flexibly fetch JSON, text, and HTML data
zelentsov-dev/asc-mcp
App Store Connect API server with 208 tools for managing apps, builds, TestFlight, subscriptions, reviews, and more — directly from any MCP client.
zenml-io/mcp-zenml
An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines
zillow/auto-mobile
Tool suite built around an MCP server for Android automation for developer workflow and testing
ztuskes/garmin-documentation-mcp-server
📇 🏠 – Offline Garmin Connect IQ SDK documentation with comprehensive search and API examples
jordandalton/doordash-mcp-server
🐍 – DoorDash Delivery (Unofficial)
aarsiv-groups/shipi-mcp-server
Shipi MCP server to create shipments, track packages, and compare rates with 18 tools for various carriers. Supports [remote MCP](https://mcp.myshipi.com/api/mcp).
abhiphile/fermat-mcp
The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic algebra, numerical computing, and data visualization.
arrismo/kaggle-mcp
Connects to Kaggle, ability to download and analyze datasets.
avisangle/calculator-server
A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced functions, statistical analysis, unit conversions, and financial calculations.
bradleylab/stella-mcp
Create, read, validate, and save Stella system dynamics models (.stmx files in XMILE format) for scientific simulation and modeling.
Bright-L01/networkx-mcp-server
The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.
ChronulusAI/chronulus-mcp
Predict anything with Chronulus AI forecasting and prediction agents.
clouatre-labs/math-mcp-learning-server
Educational MCP server for math operations, statistics, visualization, and persistent workspaces. Built with FastMCP 2.0.
DataEval/dingo
MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.
datalayer/jupyter-mcp-server
Model Context Protocol (MCP) Server for Jupyter.
growthbook/growthbook-mcp
🎖️ 📇 🏠 🪟 🐧 🍎 — Tools for creating and interacting with GrowthBook feature flags and experiments.
HumanSignal/label-studio-mcp-server
Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.
jjsantos01/jupyter-notebook-mcp
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
kdqed/zaturn
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
mckinsey/vizro-mcp
Tools and templates to create validated and maintainable data charts and dashboards.
optuna/optuna-mcp
Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).
phisanti/MCPR
Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.
phuongrealmax/code-guardian
AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot detection, complexity metrics, persistent memory, and automated refactoring plans.
pramod/kaggle
This Kaggle MCP Server makes Kaggle more accessible by letting you browse competitions, leaderboards, models, datasets, and kernels directly within MCP, streamlining discovery for data scientists and developers.
reading-plus-ai/mcp-server-data-exploration
Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
subelsky/bundler_mcp
Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.
zcaceres/markdownify-mcp
An MCP server to convert almost any file or web content into Markdown
0x1abin/matter-controller-mcp
An MCP server for Matter Controller, enabling AI agents to control and interact with Matter devices.
adancurusul/embedded-debugger-mcp
A Model Context Protocol server for embedded debugging with probe-rs - supports ARM Cortex-M, RISC-V debugging via J-Link, ST-Link, and more
adancurusul/serial-mcp-server
A comprehensive MCP server for serial port communication
horw/esp-mcp
Workflow for fixing build issues in ESP32 series chips using ESP-IDF.
kukapay/modbus-mcp
An MCP server that standardizes and contextualizes industrial Modbus data.
kukapay/opcua-mcp
An MCP server that connects to OPC UA-enabled industrial systems.
stack-chan/stack-chan
A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functionality for AI-controlled interactions and emotions.
yoelbassin/gnuradioMCP
An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts.
aliafsahnoudeh/wildfire-mcp-server
MCP server for detecting, monitoring, and analyzing potential wildfires globally using multiple data sources including NASA FIRMS, OpenWeatherMap, and Google Earth Engine.
8b-is/smart-tree
AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization.
box/mcp-server-box-remote
The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction.
cyberchitta/llm-context.py
Share code context with LLMs via MCP or clipboard
efforthye/fast-filesystem-mcp
Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery.
exoticknight/mcp-file-merger
File merger tool, suitable for AI chat length limits.
filesystem@quarkiverse/quarkus-mcp-servers
A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.
hmk/box-mcp-server
Box integration for listing, reading and searching files
isaacphi/mcp-gdrive
Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.
j0hanz/filesystem-context-mcp-server
Read-only MCP server for secure filesystem exploration, searching, and analysis with symlink protection.
jeannier/homebrew-mcp
Control your macOS Homebrew setup using natural language via this MCP server. Simply manage your packages, or ask for suggestions, troubleshoot brew issues etc.
mamertofabian/mcp-everything-search
Fast Windows file search using Everything SDK
MarceauSolutions/md-to-pdf-mcp
Convert Markdown files to professional PDFs with customizable themes, headers, footers, and styling
mark3labs/mcp-filesystem-server
Golang implementation for local file system access.
mickaelkerjean/filestash
Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc.
microsoft/markitdown
MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.
modelcontextprotocol/server-filesystem
Direct local file system access.
willianpinho/large-file-mcp
Production-ready MCP server for intelligent handling of large files with smart chunking, navigation, streaming capabilities, regex search, and built-in LRU caching.
Xuanwo/mcp-server-opendal
Access any storage with Apache OpenDAL™
xxczaki/local-history-mcp
MCP server for accessing VS Code/Cursor Local History
@iiatlas/hledger-mcp
Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals.
aaronjmars/web3-research-mcp
Deep Research for crypto - free & fully local
ahmetsbilgin/finbrain-mcp
Access institutional-grade alternative financial data directly in your LLM workflows.
ahnlabio/bicscan-mcp
Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.
alchemy/alchemy-mcp-server
Allow AI agents to interact with Alchemy's blockchain APIs.
anjor/coinmarket-mcp-server
Coinmarket API integration to fetch cryptocurrency listings and quotes
araa47/jupiter-mcp
Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )
ariadng/metatrader-mcp-server
Enable AI LLMs to execute trades using MetaTrader 5 platform
armorwallet/armor-crypto-mcp
MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.
bankless/onchain-mcp
Bankless Onchain API to interact with smart contracts, query transaction and token information
bolivian-peru/baozi-mcp
68 tools for AI agents to interact with Solana prediction markets on [Baozi.bet](https://baozi.bet) — browse markets, place bets, claim winnings, create markets, and earn affiliate commissions.
base/base-mcp
Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations
berlinbra/alpha-vantage-mcp
Alpha Vantage API integration to fetch both stock and crypto information
bitteprotocol/mcp
Bitte Protocol integration to run AI Agents on several blockchains.
bubilife1202/crossfin
Korean & global crypto exchange routing, arbitrage signals, and x402 USDC micropayments for AI agents. 16 tools, 9 exchanges, 11 bridge coins.
carsol/monarch-mcp-server
MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support.
chargebee/mcp
MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).
codex-data/codex-mcp
[Codex API](https://www.codex.io) integration for real-time enriched blockchain and market data on 60+ networks
coinpaprika/dexpaprika-mcp
Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.
decidefyi/decide
Deterministic refund eligibility notary MCP server. Returns ALLOWED / DENIED / UNKNOWN for subscription refunds (Adobe, Spotify, etc.) via a stateless rules engine.
debtstack-ai/debtstack-python
Corporate debt structure data for AI agents. Search 250+ issuers, 5,000+ bonds with leverage ratios, seniority, covenants, guarantor chains, and FINRA TRACE pricing.
doggybee/mcp-server-ccxt
An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more.
Handshake58/DRAIN-marketplace
Open marketplace for AI services — LLMs, image/video generation, web scraping, model hosting, data extraction, and more. Agents pay per use with USDC micropayments on Polygon. No API keys, no subscriptions.
etbars/vibetrader-mcp
AI-powered trading bot platform. Create automated trading strategies with natural language via Alpaca brokerage.
Fan Token Intel MCP
67+ tools for fan token intelligence: whale flows, signal scores, sports calendar, backtesting, DEX trading, social sentiment. SSE transport with Bearer auth.
ferdousbhai/investor-agent
Yahoo Finance integration to fetch stock market data including options recommendations
ferdousbhai/tasty-agent
Tastyworks API integration to handle trading activities on Tastytrade
ferdousbhai/wsb-analyst-mcp
Reddit integration to analyze content on WallStreetBets community
fernikolic/clawdentials
Trust layer for AI agent commerce — escrow-protected payments, verifiable reputation scores, and Nostr identity (NIP-05) for agents. Supports USDC, USDT, and BTC (Cashu).
financialdatanet/mcp-server
[FinancialData.Net](https://financialdata.net/) MCP server allows you to retrieve end-of-day and intraday stock market data, company financial statements, insider and institutional trading data, sustainability data, earnings releases, and much more.
finmap-org/mcp-server
[finmap.org](https://finmap.org/) MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations.
getAlby/mcp
Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally.
getalby/nwc-mcp-server
Bitcoin Lightning wallet integration powered by Nostr Wallet Connect
glaksmono/finbud-data-mcp
Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.
heurist-network/heurist-mesh-mcp-server
Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains
hive-intel/hive-crypto-mcp
Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics
hoqqun/stooq-mcp
Fetch real-time stock prices from Stooq without API keys. Supports global markets (US, Japan, UK, Germany).
HuggingAGI/mcp-baostock-server
MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.
intentos-labs/beeper-mcp
Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.
JamesANZ/bitcoin-mcp
An MCP server that enables AI models to query the Bitcoin blockchain.
JamesANZ/evm-mcp
An MCP server that provides complete access to Ethereum Virtual Machine (EVM) JSON-RPC methods. Works with any EVM-compatible node provider including Infura, Alchemy, QuickNode, local nodes, and more.
JamesANZ/prediction-market-mcp
An MCP server that provides real-time prediction market data from multiple platforms including Polymarket, PredictIt, and Kalshi. Enables AI assistants to query current odds, prices, and market information through a unified interface.
janswist/mcp-dexscreener
Real-time on-chain market prices using open and free Dexscreener API
jjlabsio/korea-stock-mcp
An MCP Server for Korean stock analysis using OPEN DART API and KRX API
kukapay/binance-alpha-mcp
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.
kukapay/bitcoin-utxo-mcp
An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and block statistics.
kukapay/blockbeats-mcp
An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
kukapay/blocknative-mcp
Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.
kukapay/bridge-metrics-mcp
Providing real-time cross-chain bridge metrics.
kukapay/bridge-rates-mcp
Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.
kukapay/chainlink-feeds-mcp
Providing real-time access to Chainlink's decentralized on-chain price feeds.
kukapay/chainlist-mcp
An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.
kukapay/cointelegraph-mcp
Providing real-time access to the latest news from Cointelegraph.
kukapay/crypto-feargreed-mcp
Providing real-time and historical Crypto Fear & Greed Index data.
kukapay/crypto-funds-mcp
Providing AI agents with structured, real-time data on cryptocurrency investment funds.
kukapay/crypto-indicators-mcp
An MCP server providing a range of cryptocurrency technical analysis indicators and strategie.
kukapay/crypto-liquidations-mcp
Streams real-time cryptocurrency liquidation events from Binance.
kukapay/crypto-news-mcp
An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.
kukapay/crypto-orderbook-mcp
Analyzing order book depth and imbalance across major crypto exchanges.
kukapay/crypto-pegmon-mcp
Tracking stablecoin peg integrity across multiple blockchains.
kukapay/crypto-portfolio-mcp
An MCP server for tracking and managing cryptocurrency portfolio allocations.
kukapay/crypto-projects-mcp
Providing cryptocurrency project data from Mobula.io to AI agents.
kukapay/crypto-rss-mcp
An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds.
kukapay/crypto-sentiment-mcp
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
kukapay/crypto-stocks-mcp
An MCP server that tracks real-time data for major crypto-related stocks.
kukapay/crypto-trending-mcp
Tracking the latest trending tokens on CoinGecko.
kukapay/crypto-whitepapers-mcp
Serving as a structured knowledge base of crypto whitepapers.
kukapay/cryptopanic-mcp-server
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
kukapay/dao-proposals-mcp
An MCP server that aggregates live governance proposals from major DAOs.
kukapay/defi-yields-mcp
An MCP server for AI agents to explore DeFi yield opportunities.
kukapay/dex-pools-mcp
An MCP server that provides AI agents with real-time access to DEX liquidity pool data.
kukapay/dexscreener-trending-mcp
Provides real-time trending tokens from DexScreener.
kukapay/dune-analytics-mcp
A mcp server that bridges Dune Analytics data to AI agents.
kukapay/etf-flow-mcp
Delivering crypto ETF flow data to power AI agents' decision-making.
kukapay/ethereum-validator-queue-mcp
An MCP server that tracks Ethereum’s validator activation and exit queues in real time.
kukapay/freqtrade-mcp
An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
kukapay/funding-rates-mcp
Providing real-time funding rate data across major crypto exchanges.
kukapay/hyperliquid-info-mcp
An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.
kukapay/hyperliquid-whalealert-mcp
An MCP server that provides real-time whale alerts on Hyperliquid, flagging positions with a notional value exceeding $1 million.
kukapay/jupiter-mcp
An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.
kukapay/pancakeswap-poolspy-mcp
An MCP server that tracks newly created pools on Pancake Swap.
kukapay/polymarket-predictions-mcp
An MCP server that delivers real-time market odds from Polymarket.
kukapay/pumpswap-mcp
Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.
kukapay/raydium-launchlab-mcp
An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).
kukapay/rug-check-mcp
An MCP server that detects potential risks in Solana meme tokens.
kukapay/stargate-bridge-mcp
An MCP server that enables cross-chain token transfers via the Stargate protocol.
kukapay/sui-trader-mcp
An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.
kukapay/thegraph-mcp
An MCP server that powers AI agents with indexed blockchain data from The Graph.
kukapay/token-minter-mcp
An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
kukapay/token-revoke-mcp
An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.
kukapay/twitter-username-changes-mcp
An MCP server that tracks the historical changes of Twitter usernames.
kukapay/uniswap-poolspy-mcp
An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
kukapay/uniswap-price-mcp
An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
kukapay/uniswap-trader-mcp
An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.
kukapay/wallet-inspector-mcp
An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.
kukapay/web3-jobs-mcp
An MCP server that provides AI agents with real-time access to curated Web3 jobs.
kukapay/whale-tracker-mcp
A mcp server for tracking cryptocurrency whale transactions.
klever-io/mcp-klever-vm
Klever blockchain MCP server for smart contract development, on-chain data exploration, account and asset queries, transaction analysis, and contract deployment tooling.
laukikk/alpaca-mcp
An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.
lightningfaucet/mcp-server
AI Agent Bitcoin wallet with L402 payments - operators fund agents, agents make autonomous Lightning Network payments.
lnbits/LNbits-MCP-Server
Am MCP server for LNbits Lightning Network wallet integration.
logotype/fixparser
FIX Protocol (send orders, market data, etc.) written in TypeScript.
longportapp/openapi
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
Mattbusel/Reddit-Options-Trader-ROT-
The first financial intelligence MCP server. Live AI-scored trading signals from Reddit, SEC filings, FDA approvals, Congressional trades, and 15+ sources. 7 tools, 2 resources, hosted remotely, free, no API key required.
mcpdotdirect/evm-mcp-server
Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.
mcpdotdirect/starknet-mcp-server
Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.
minhyeoky/mcp-server-ledger
A ledger-cli integration for managing financial transactions and generating reports.
narumiruna/yfinance-mcp
An MCP server that uses yfinance to obtain information from Yahoo Finance.
nckhemanth0/subscription-tracker-mcp
MCP server for intelligent subscription management with Gmail + MySQL integration.
nikicat/mcp-wallet-signer
Non-custodial EVM wallet MCP — routes transactions to browser wallets (MetaMask, etc.) for signing. Private keys never leave the browser; every action requires explicit user approval via EIP-6963.
OctagonAI/octagon-mcp-server
Octagon AI Agents to integrate private and public market data
oerc-s/primordia
AI agent economic settlement. Verify receipts, emit meters (FREE). Net settlements, credit lines, audit-grade balance sheets (PAID/402).
olgasafonova/gleif-mcp-server
Access the Global Legal Entity Identifier (LEI) database for company verification, KYC, and corporate ownership research via GLEIF's public API.
openMF/mcp-mifosx-self-service
A self-service integration for user registration, authentication, account management, transactions, and third-party transfers with Apache Fineract.
openMF/mcp-mifosx
A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.
polygon-io/mcp_polygon)
An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more.
pricepertoken/mcp-server
LLM API pricing comparison and benchmarks across 100+ models from 30+ providers including OpenAI, Anthropic, Google, and Meta. No API key required.
pwh-pwh/coin-mcp-server
Bitget API to fetch cryptocurrency price.
QuantConnect/mcp-server
🐍 ☁️ – A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop, etc) with the QuantConnect API—empowering you to create projects, backtest strategies, manage collaborators, and deploy live-trading workflows directly via natural-language prompts.
QuantGeekDev/coincap-mcp
Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
QuentinCody/braintree-mcp-server
Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.
Regenerating-World/pix-mcp
Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments.
RomThpt/xrpl-mcp-server
MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network.
SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop
An MCP tool that provides stock market data and analysis using the Yahoo Finance API.
shareseer/shareseer-mcp-server
MCP to Access SEC filings, financials & insider trading data in real time using [ShareSeer](https://shareseer.com)
softvoyagers/fakturka-api
Free Polish VAT invoice generator API (Faktura VAT) with PDF output and preview. No API key required.
tatumio/blockchain-mcp
MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.
ThomasMarches/substrate-mcp-rs
An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.
tooyipjee/yahoofinance-mcp
TS version of yahoo finance mcp.
traceloop/opentelemetry-mcp-server
🐍🏠 - An MCP server for connecting to any OpenTelemetry backend (Datadog, Grafana, Dynatrace, Traceloop, etc.).
Trade-Agent/trade-agent-mcp
Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server.
trayders/trayd-mcp
Trade Robinhood through natural language. Portfolio analysis, real-time quotes, and order execution via Claude Code.
twelvedata/mcp
Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents.
wowinter13/solscan-mcp
An MCP tool for querying Solana transactions using natural language with Solscan API.
Wuye-AI/mcp-server-wuye-ai
An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.
XeroAPI/xero-mcp-server
📇 ☁️ – An MCP server that integrates with Xero's API, allowing for standardized access to Xero's accounting and business features.
yamariki-hub/japan-corporate-mcp
Japanese corporate data via government APIs (gBizINFO, EDINET, e-Stat). Search companies, financials, patents, subsidies, procurement, and government statistics.
xpaysh/awesome-x402
Curated directory of x402 payment protocol resources, MCP servers, and tools for HTTP 402-based USDC payments on Base, Arbitrum, and other EVM chains.
zlinzzzz/finData-mcp-server
An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare.
zolo-ryan/MarketAuxMcpServer
MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.
CoderGamester/mcp-unity
MCP Server for Unity3d Game Engine integration for game development
Coding-Solo/godot-mcp
A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.
ddsky/gamebrain-api-clients
Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).
hkaanengin/opendota-mcp-server
MCP server providing AI assistants with access to Dota 2 statistics via OpenDota API. 20+ tools for player stats, hero data, and match analysis with natural language support.
IvanMurzak/Unity-MCP
MCP Server for Unity Editor and for a game made with Unity
jiayao/mcp-chess
A MCP server playing chess against LLMs.
kkjdaniel/bgg-mcp
An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2).
rishijatia/fantasy-pl-mcp
An MCP server for real-time Fantasy Premier League data and analysis tools.
sonirico/mcp-stockfish
🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine.
tomholford/mcp-tic-tac-toe
Play Tic Tac Toe against an AI opponent using this MCP server.
youichi-uda/godot-mcp-pro
Premium MCP server for Godot game engine with 84 tools for scene editing, scripting, animation, tilemap, shader, input simulation, and runtime debugging.
kambriso/fritzbox-mcp-server
Control AVM FRITZ!Box routers - manage devices, WiFi, network settings, parental controls, and schedule time-delayed actions
0xshellming/mcp-summarizer
AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content
20alexl/mini_claude
Persistent memory and guardrails for Claude Code. Features mistake tracking, loop detection, scope guard, and hooks that block risky edits. Runs locally with Ollama.
agentic-mcp-tools/memora
Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management.
apecloud/ApeRAG
Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
bh-rat/context-awesome
MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent.
bitbonsai/mcp-obsidian
Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant.
bluzername/lennys-quotes
Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,000+ transcript segments with YouTube timestamps. Perfect for PRDs, strategy, and PM career advice.
cameronrye/openzim-mcp
Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API.
CanopyHQ/phloem
Local-first AI memory with causal graphs and citation verification. Semantic search, confidence decay when code drifts, and zero network connections. Works across Claude Code, Cursor, VS Code, and 7 more MCP clients.
chatmcp/mcp-server-chatsum
Query and summarize your chat messages with AI prompts.
CheMiguel23/MemoryMesh
Enhanced graph-based memory with a focus on AI role-play and story generation
contextstream/mcp-server
Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor, Claude Code, Windsurf, and any MCP client.
conversation-handoff-mcp
Hand off conversation context between Claude Desktop projects and across MCP clients. Memory-based, no file clutter.
cryptosquanch/legends-mcp
Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve Jobs, CZ). AI personas with authentic voices, frameworks, and principles. No API key required.
deusXmachina-dev/memorylane
Desktop app that captures screen activity via event-driven screenshots, stores AI-generated summaries and OCR text locally in SQLite, and exposes your activity history to AI assistants via MCP with semantic search, timeline browsing, and event detail retrieval.
dodopayments/contextmcp
Self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search.
doobidoo/MCP-Context-Provider
Static server that provides persistent tool-specific context and rules for AI models
doobidoo/mcp-memory-service
Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation
entanglr/zettelkasten-mcp
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.
g1itchbot8888-del/agent-memory
Three-layer memory system for agents (identity/active/archive) with semantic search, graph relationships, conflict detection, and LearningMachine. Built by an agent, for agents. No API keys required.
ErebusEnigma/context-memory
Persistent, searchable context storage across Claude Code sessions using SQLite FTS5. Save sessions with AI-generated summaries, two-tier full-text search, checkpoint recovery, and a web dashboard.
GistPad-MCP
Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad).
GetCacheOverflow/CacheOverflow
AI agent knowledge marketplace where agents share solutions and earn tokens. Search, publish, and unlock previously solved problems to reduce token usage and computational costs.
graphlit-mcp-server
Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline.
hannesrudolph/mcp-ragdocs
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
harrison/ai-counsel
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between AI models with structured voting, convergence detection, and persistent decision graph memory.
HatmanStack/ragstack-mcp
MCP server for RAGStack serverless knowledge bases. Search, chat with AI-generated answers, upload documents/media, scrape websites, and analyze metadata through an AWS-powered RAG pipeline (Lambda, Bedrock, S3, DynamoDB).
hifriendbot/cogmemai-mcp
Persistent cognitive memory for Claude Code. Cloud-first with semantic search, AI-powered extraction, and project scoping. Zero local databases.
JamesANZ/cross-llm-mcp
An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations.
JamesANZ/memory-mcp
An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clearing conversation memories with timestamps and LLM identification.
jcdickinson/simplemem
A simple memory tool for coding agents using DuckDB and VoyageAI.
jinzcdev/markmap-mcp-server
An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.
kaliaboi/mcp-zotero
A connector for LLMs to work with collections and sources on your Zotero Cloud
linxule/lotus-wisdom-mcp
Contemplative problem-solving using the Lotus Sutra's wisdom framework. Multi-perspective reasoning with skillful means, non-dual recognition, and meditation pauses. Available as local stdio or remote Cloudflare Worker.
louis030195/easy-obsidian-mcp
Interact with Obsidian vaults for knowledge management. Create, read, update, and search notes. Works with local Obsidian vaults using filesystem access.
mattjoyce/mcp-persona-sessions
Enable AI assistants to conduct structured, persona-driven sessions including interview preparation, personal reflection, and coaching conversations. Built-in timer management and performance evaluation tools.
mem0ai/mem0-mcp
A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf
michael-denyer/memory-mcp
Two-tier memory with hot cache (instant injection) and cold semantic search. Auto-promotes frequently-used patterns, extracts knowledge from Claude outputs, and organizes via knowledge graph relationships.
mercurialsolo/counsel-mcp
Connect AI agents to the Counsel API for strategic reasoning, multi-perspective debate analysis, and interactive advisory sessions.
modelcontextprotocol/server-memory
Knowledge graph-based persistent memory system for maintaining context
MWGMorningwood/Central-Memory-MCP
An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.
MyAgentHubs/aimemo
Zero-dependency MCP memory server. Single binary, 100% local, no Docker.
nicholasglazer/gnosis-mcp
Zero-config MCP server for searchable documentation. Loads markdown into SQLite (default) or PostgreSQL with FTS5/tsvector keyword search and optional pgvector hybrid semantic search.
nonatofabio/local-faiss-mcp
Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying
olgasafonova/mediawiki-mcp-server
Connect to any MediaWiki wiki (Wikipedia, Fandom, corporate wikis). 33+ tools for search, read, edit, link analysis, revision history, and Markdown conversion. Supports stdio and HTTP transport.
omega-memory/omega-memory
Persistent memory for AI coding agents with semantic search, auto-capture, cross-session learning, and intelligent forgetting. 12 MCP tools, local-first.
pallaprolus/mendeley-mcp
MCP server for Mendeley reference manager. Search your library, browse folders, get document metadata, search the global catalog, and add papers to your collection.
Pantheon-Security/notebooklm-mcp-secure
Security-hardened NotebookLM MCP with post-quantum encryption (ML-KEM-768), GDPR/SOC2/CSSF compliance, and 14 security layers. Query Google's Gemini-grounded research from Claude and AI agents.
pi22by7/In-Memoria
Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.
pfillion42/memviz
Visual explorer for [MCP Memory Service](https://github.com/doobidoo/mcp-memory-service) SQLite-vec databases. Browse, search, filter, edit memories with dashboard, timeline, UMAP projection, semantic clustering, duplicate detection, and association graph.
pinecone-io/assistant-mcp
Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.
pomazanbohdan/memory-mcp-1file
A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI agents.
ragieai/mcp-server
Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
redleaves/context-keeper
LLM-driven context and memory management with wide-recall + precise-reranking RAG architecture. Features multi-dimensional retrieval (vector/timeline/knowledge graph), short/long-term memory, and complete MCP support (HTTP/WebSocket/SSE).
shinpr/mcp-local-rag
Privacy-first document search server running entirely locally. Supports semantic search over PDFs, DOCX, TXT, and Markdown files with LanceDB vector storage and local embeddings - no API keys or cloud services required.
Smart-AI-Memory/empathy-framework
Five-level AI collaboration system with persistent memory and anticipatory capabilities. MCP-native integration for Claude and other LLMs with local-first architecture via MemDocs.
smith-and-web/obsidian-mcp-server
SSE-enabled MCP server for remote Obsidian vault management with 29 tools for notes, directories, frontmatter, tags, search, and link operations. Docker-ready with health monitoring.
TechDocsStudio/biel-mcp
Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.
tomohiro-owada/devrag
Lightweight local RAG MCP server for semantic vector search over markdown documents. Reduces token consumption by 40x with sqlite-vec and multilingual-e5-small embeddings. Supports filtered search by directory and filename patterns.
topoteretes/cognee
Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
timowhite88/farnsworth-syntek
7-layer recursive agent memory with context branching, holographic recall, dream consolidation, and on-chain persistence. MCP-native with 10 tools for persistent agent cognition.
topskychen/tilde
Your AI agents' home directory — privacy-first MCP server for portable AI identity. Configure once, use everywhere. It supports profile management, skills, resume import, and team sync.
TeamSafeAI/LIFE
Persistent identity architecture for AI agents. 16 MCP servers covering drives, emotional relationships, semantic memory with decay, working threads, learned patterns, journal, genesis (identity discovery), creative collision engine, forecasting, and voice. Zero dependencies beyond Python 3.8. Built across 938 conversations.
unibaseio/membase-mcp
Save and query your agent memory in distributed way by Membase
upstash/context7
Up-to-date code documentation for LLMs and AI code editors.
varun29ankuS/shodh-memory
Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and knowledge graphs. Single ~15MB binary, runs offline on edge devices.
vectorize-io/hindsight
Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory
buildsyncinc/gibs-mcp
Regulatory compliance (AI Act, GDPR, DORA) with article-level citations
JamesANZ/us-legal-mcp
An MCP server that provides comprehensive US legislation.
briandconnelly/mcp-server-ipinfo
IP address geolocation and network information using IPInfo API
cqtrinv/trinvmcp
Explore French communes and cadastral parcels based on name and surface
devilcoder01/weather-mcp-server
Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.
ip2location/mcp-ip2location-io
Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.
ipfind/ipfind-mcp-server
IP Address location service using the [IP Find](https://ipfind.com) API
ipfred/aiwen-mcp-server-geoip
🐍 📇 ☁️ – MCP Server for the Aiwen IP Location, Get user network IP location, get IP details (country, province, city, lat, lon, ISP, owner, etc.)
iplocate/mcp-server-iplocate
Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
isdaniel/mcp_weather_server
Get weather information from https://api.open-meteo.com API.
jagan-shanmugam/open-streetmap-mcp
An OpenStreetMap MCP server with location-based services and geospatial data.
kukapay/nearby-search-mcp
An MCP server for nearby place searches with IP-based location detection.
mahdin75/geoserver-mcp
🏠 – A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API, enabling AI assistants to interact with geospatial data and services.
mahdin75/gis-mcp
🏠 – A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform accurate geospatial operations and transformations.
matbel91765/gis-mcp-server
Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis, and file I/O (Shapefile, GeoJSON, GeoPackage)
modelcontextprotocol/server-google-maps
Google Maps integration for location services, routing, and place details
QGIS MCP
connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
rossshannon/Weekly-Weather-mcp
Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world.
SaintDoresh/Weather-MCP-ClaudeDesktop
An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.
SecretiveShell/MCP-timeserver
Access the time in any timezone and get the current local time
stadiamaps/stadiamaps-mcp-server-ts
A MCP server for Stadia Maps' Location APIs - Lookup addresses, places with geocoding, find time zones, create routes and static maps
TimLukaHorstmann/mcp-weather
Accurate weather forecasts via the AccuWeather API (free tier available).
trackmage/trackmage-mcp-server
Shipment tracking api and logistics management capabilities through the [TrackMage API] (https://trackmage.com/)
webcoderz/MCP-Geo
Geocoding MCP server for nominatim, ArcGIS, Bing
alexey-pelykh/lhremote
Open-source CLI and MCP server for LinkedHelper automation — 32 tools for campaign management, messaging, and profile queries via Chrome DevTools Protocol.
BlockRunAI/x-grow
X/Twitter algorithm optimizer with post drafting, review scoring, and AI image generation for maximum engagement.
shensi8312/blogburst-mcp-server
AI content generation, repurposing, and multi-platform publishing with [BlogBurst](https://blogburst.ai). Generate blogs, repurpose content for 9+ platforms (Twitter, LinkedIn, Reddit, Bluesky, Threads, Telegram, Discord, TikTok, YouTube), get trending topics, and publish directly.
gomarble-ai/facebook-ads-mcp-server
MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
gomarble-ai/google-ads-mcp-server
MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.
louis030195/apollo-io-mcp
B2B sales intelligence and prospecting with Apollo.io. Search for prospects, enrich contacts with emails and phone numbers, discover companies by industry and size, and access Apollo's database of 275M+ contacts.
marketplaceadpros/amazon-ads-mcp-server
Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
MatiousCorp/google-ad-manager-mcp
Google Ad Manager API integration for managing campaigns, orders, line items, creatives, and advertisers with bulk upload support.
open-strategy-partners/osp_marketing_tools
A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.
pipeboard-co/meta-ads-mcp
Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.
stape-io/google-tag-manager-mcp-server
📇 ☁️ – This server supports remote MCP connections, includes built-in Google OAuth, and provide an interface to the Google Tag Manager API.
Alog/alog-mcp
AI agent activity logger & monitor MCP server with 20 tools. Post logs, create articles, manage social interactions, and monitor AI agent activities on the Alog platform.
avivsinai/langfuse-mcp
Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.
dynatrace-oss/dynatrace-mcp
Leverage AI-driven observability, security, and automation to analyze anomalies, logs, traces, events, metrics.
edgedelta/edgedelta-mcp-server
🎖️ 🏎️ ☁️ – Interact with Edge Delta anomalies, query logs / patterns / events, and pinpoint root causes and optimize your pipelines.
ejcho623/agent-breadcrumbs
Unified agent work logging and observability across ChatGPT, Claude, Cursor, Codex, and OpenClaw with config-first schemas and pluggable sinks.
getsentry/sentry-mcp
Sentry.io integration for error tracking and performance monitoring
grafana/mcp-grafana
Search dashboards, investigate incidents and query datasources in your Grafana instance
hyperb1iss/lucidity-mcp
Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities
imprvhub/mcp-status-observer
Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.
inspektor-gadget/ig-mcp-server
Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.
inventer-dev/mcp-internet-speed-test
Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping
metoro-io/metoro-mcp-server
Query and interact with kubernetes environments monitored by Metoro
MindscapeHQ/server-raygun
Raygun API V3 integration for crash reporting and real user monitoring
mpeirone/zabbix-mcp-server
Zabbix integration for hosts, items, triggers, templates, problems, data and more.
netdata/netdata#Netdata
Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections
pydantic/logfire-mcp
Provides access to OpenTelemetry traces and metrics through Logfire
seekrays/mcp-monitor
A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process）
speedofme-dev/speedofme-mcp
Official SpeedOf.Me server for accurate internet speed tests via 129 global Fastly edge servers with analytics dashboard and local history
TANTIOPE/datadog-mcp-server
MCP server providing comprehensive Datadog observability access for AI assistants. Features grep-like log search, APM trace filtering with duration/status/error queries, smart sampling modes for token efficiency, and cross-correlation between logs, traces, and metrics.
tumf/grafana-loki-mcp
An MCP server that allows querying Loki logs through the Grafana API.
utapyngo/sentry-mcp-rs
Fast and minimal Sentry MCP server written in Rust
VictoriaMetrics-Community/mcp-victoriametrics
Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances
yshngg/pmcp
A Prometheus Model Context Protocol Server.
1000ri-jp/atsurae
AI-powered video editing MCP server with 10 tools for timeline editing, 5-layer compositing, semantic operations, and FFmpeg rendering (1920x1080, 30fps H.264+AAC).
AIDC-AI/Pixelle-MCP
An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface.
ananddtyagi/gif-creator-mcp
A MCP server for creating GIFs from your videos.
bogdan01m/zapcap-mcp-server
MCP server for ZapCap API providing video caption and B-roll generation via natural language
quietnotion/barevalue-mcp
AI podcast editing as a service. Upload raw audio or submit a URL, get back edited episodes with filler words removed, noise reduction, transcripts, show notes, and social clips. Includes webhooks for automation.
elestirelbilinc-sketch/vap-showcase
AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, budget enforcement, reserve-burn-refund billing.
stass/exif-mcp
A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.
strato-space/media-gen-mcp
TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media generation, editing, and asset downloads.
sunriseapps/imagesorcery-mcp
ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
Tommertom/sonos-ts-mcp
Comprehensive Sonos audio system control through pure TypeScript implementation. Features complete device discovery, multi-room playback management, queue control, music library browsing, alarm management, real-time event subscriptions, and audio EQ settings. Includes 50+ tools for seamless smart home audio automation via UPnP/SOAP protocols.
torrentclaw/torrentclaw-mcp
Search and discover movies and TV shows with torrent links, quality scoring, streaming availability, and cast/crew metadata.
video-edit-mcp
Comprehensive video and audio editing MCP server with advanced operations including trimming, merging, effects, overlays, format conversion, audio processing, YouTube downloads, and smart memory management for chaining operations without intermediate files
TopazLabs/topaz-mcp
AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Supports 8 models including Standard V2, Wonder 2, Bloom, and Recover 3.
dkships/pm-copilot
Triangulates HelpScout support tickets and ProductLift feature requests to generate prioritized product plans. Scores themes by convergence (same signal in both sources = 2x boost), scrubs PII, and accepts business metrics from other MCP servers via `kpi_context` for composable prioritization.
Embassy-of-the-Free-Mind/sourcelibrary-v2
Search and cite rare historical texts (alchemy, Hermeticism, Renaissance philosophy) with DOI-backed academic citations from [Source Library](https://sourcelibrary.org)
ovlabs/mcp-server-originalvoices
Instantly understand what real users think and why by querying our network of 1:1 Digital Twins - each representing a real person. Give your AI agents authentic human context to ground outputs, improve creative, and make smarter decisions.
Pantheon-Security/notebooklm-mcp-secure
Query Google NotebookLM from Claude/AI agents with 14 security hardening layers. Session-based conversations, notebook library management, and source-grounded research responses.
pminervini/deep-research-mcp
Deep research MCP server for OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support.
thinkchainai/agentinterviews_mcp
Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com). Create interviewers, manage research projects, recruit participants, and analyze interview data through MCP.
gogabrielordonez/mcp-ragchat
Add RAG-powered AI chat to any website with one command. Local vector store, multi-provider LLM (OpenAI/Anthropic/Gemini), self-contained chat server and embeddable widget.
poll-the-people/customgpt-mcp
An MCP server for accessing all of CustomGPT.ai's anti-hallucination RAG-as-a-service API endpoints.
vectara/vectara-mcp
An MCP server for accessing Vectara's trusted RAG-as-a-service platform.
0xdaef0f/job-searchoor
An MCP server for searching job listings with filters for date, keywords, remote work options, and more.
hanselhansel/aeo-cli
Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD schema, and content density with 0-100 AEO scoring.
Aas-ee/open-webSearch
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.
ac3xx/mcp-servers-kagi
Kagi search API integration
adawalli/nexus
AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.
ananddtyagi/webpage-screenshot-mcp
A MCP server for taking screenshots of webpages to use as feedback during UI developement.
andybrandt/mcp-simple-arxiv
🐍 ☁️ MCP for LLM to search and read papers from arXiv
andybrandt/mcp-simple-pubmed
🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.
angheljf/nyt
Search articles using the NYTimes API
apify/mcp-server-rag-web-browser
An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
Bigsy/Clojars-MCP-Server
Clojars MCP Server for upto date dependency information of Clojure libraries
blazickjp/arxiv-mcp-server
Search ArXiv research papers
boikot-xyz/boikot
Model Context Protocol Server for looking up company ethics information. Learn about the ethical and unethical actions of major companies.
brave/brave-search-mcp-server
Web search capabilities using Brave's Search API
cameronrye/activitypub-mcp
A comprehensive MCP server that enables LLMs to explore and interact with the Fediverse through ActivityPub protocol. Features WebFinger discovery, timeline fetching, instance exploration, and cross-platform support for Mastodon, Pleroma, Misskey, and other ActivityPub servers.
cameronrye/gopher-mcp
Modern, cross-platform MCP server enabling AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. Features dual protocol support, TLS security, and structured content extraction.
cevatkerim/unsplash-mcp
Unsplash photo search with proper attribution. Returns ready-to-use attribution text and HTML for each photo, making it easy for LLMs to build content pages with properly credited images. Includes search, random photos, and download tracking.
chanmeng/google-news-mcp-server
Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).
chasesaurabh/mcp-page-capture
MCP server that captures webpage screenshots, with viewport or full-page options and base64 PNG output.
ConechoAI/openai-websearch-mcp
This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.
ConechoAI/openai-websearch-mcp
This is a Python-based MCP server that provides OpenAI `web_search` built-in tool.
Crawleo/Crawleo-MCP
☁️ 🐍 – Crawleo Search & Crawl API
Crawleo/Crawleo-MCP
☁️ 🐍 – Crawleo search & Crawling API
czottmann/kagi-ken-mcp
Work with Kagi *without* API access (you'll need to be a customer, tho). Searches and summarizes. Uses Kagi session token for easy authentication.
DappierAI/dappier-mcp
Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.
deadletterq/mcp-opennutrition
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.
dealx/mcp-server
MCP Server for DealX platform
devflowinc/trieve
Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)
dorukardahan/domain-search-mcp
Fast domain availability aggregator with pricing. Checks Porkbun, Namecheap, GoDaddy, RDAP & WHOIS. Includes bulk search, registrar comparison, AI-powered suggestions, and social media handle checking.
Dumpling-AI/mcp-server-dumplingai
Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)
emicklei/melrose-mcp
Plays [Melrōse](https://melrōse.org) music expressions as MIDI
echology-io/decompose
Decompose text into classified semantic units with authority, risk, attention scores, and entity extraction. No LLM. Deterministic. Works as MCP server or CLI.
erithwik/mcp-hn
An MCP server to search Hacker News, get top stories, and more.
exa-labs/exa-mcp-server
🎖️ 📇 ☁️ – A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
fatwang2/search1api-mcp
Search via search1api (requires paid API key)
format37/youtube_mcp
🐍 ☁️ – MCP server that transcribes YouTube videos to text. Uses yt-dlp to download audio and OpenAI's Whisper-1 for more precise transcription than youtube captions. Provide a YouTube URL and get back the full transcript splitted by chunks for long videos.
gemy411/multi-research-agents
a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general case.
genomoncology/biomcp
Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
gregm711/agent-domain-service-mcp
AI-powered domain brainstorming, analysis, and availability checking via AgentDomainService.com. Generate creative domain names from descriptions, get AI scoring for brandability/memorability, and check real-time availability with pricing. No API keys required.
hbg/mcp-paperswithcode
🐍 ☁️ MCP to search through PapersWithCode API
hellokaton/unsplash-mcp-server
A MCP server for Unsplash image search.
Himalayas-App/himalayas-mcp
Access tens of thousands of remote job listings and company information. This public MCP server provides real-time access to Himalayas' remote jobs database.
Ihor-Sokoliuk/MCP-SearXNG
A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)
imprvhub/mcp-claude-hackernews
An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).
imprvhub/mcp-domain-availability
A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.
imprvhub/mcp-rss-aggregator
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
isnow890/naver-search-mcp
MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.
jae-jae/fetcher-mcp
MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.
jae-jae/g-search-mcp
A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.
jhomen368/overseerr-mcp
Integrate AI assistants with Overseerr for automated media discovery, requests, and management in Plex ecosystems.
joelio/stocky
An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images.
just-every/mcp-read-website-fast
Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching.
just-every/mcp-screenshot-website-fast
Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI processing with configurable viewports and wait strategies for dynamic content.
kagisearch/kagimcp
☁️ 📇 – Official Kagi Search MCP Server
kehvinbehvin/json-mcp-filter
️🏠 📇 – Stop bloating your LLM context. Query & Extract only what you need from your JSON files.
kimdonghwi94/Web-Analyzer-MCP
Extracts clean web content for RAG and provides Q&A about web pages.
kshern/mcp-tavily
☁️ 📇 – Tavily AI search API
leehanchung/bing-search-mcp
Web search capabilities using Microsoft Bing Search API
lfnovo/content-core
Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.
Linked-API/linkedapi-mcp
MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
linxule/mineru-mcp
MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX with OCR (109 languages), batch processing (200 docs), page ranges, and local file upload. 73% token reduction with structured output.
luminati-io/brightdata-mcp
Discover, extract, and interact with the web - one interface powering automated access across the public internet.
mikechao/brave-search-mcp
Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API
modelcontextprotocol/server-fetch
Efficient web content fetching and processing for AI consumption
mzxrai/mcp-webresearch
Search Google and do deep web research on any topic
nickclyde/duckduckgo-mcp-server
Web search using DuckDuckGo
nkapila6/mcp-local-rag
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.
nyxn-ai/NyxDocs
Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).
OctagonAI/octagon-deep-research-mcp
Lightning-Fast, High-Accuracy Deep Research Agent
olostep/olostep-mcp-server
API to search, extract and structure web data. Web scraping, AI-powered answers with citations, batch processing (10k URLs), and autonomous site crawling.
parallel-web/search-mcp
Highest Accuracy Web Search for AI
parallel-web/task-mcp
Highest Accuracy Deep Research and Batch Tasks MCP
Pearch-ai/mcp_pearch
Best people search engine that reduces the time spent on talent discovery
peter-j-thompson/semanticapi-mcp
Natural language API discovery — search 700+ API capabilities, get endpoints, auth setup, and code snippets. Supports auto-discovery of new APIs.
pragmar/mcp-server-webcrawl
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.
QuentinCody/catalysishub-mcp-server
Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.
r-huijts/opentk-mcp
Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert)
reading-plus-ai/mcp-server-deep-research
MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
ricocf/mcp-wolframalpha
An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.
sascharo/gxtract
GXtract is a MCP server designed to integrate with VS Code and other compatible editors. It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.
scrapeless-ai/scrapeless-mcp-server
The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.
searchcraft-inc/searchcraft-mcp-server
Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file.
SecretiveShell/MCP-searxng
An MCP Server to connect to searXNG instances
serkan-ozal/driflyte-mcp-server
The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.
serpapi/serpapi-mcp
SerpApi MCP Server for Google and other search engine results. Provides multi-engine search across Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and more with real-time weather data, stock market information, and flexible JSON response modes.
shopsavvy/shopsavvy-mcp-server
Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.
softvoyagers/linkmeta-api
Free URL metadata extraction API (Open Graph, Twitter Cards, favicons, JSON-LD). No API key required.
ssatama/rescuedogs-mcp-server
Search and discover rescue dogs from European and UK organizations with AI-powered personality matching and detailed profiles.
takashiishida/arxiv-latex-mcp
Get the LaTeX source of arXiv papers to handle mathematical content and equations
the0807/GeekNews-MCP-Server
An MCP Server that retrieves and processes news data from the GeekNews site.
theagenttimes/tat-mcp-server
Query articles, verified statistics, wire feed, and social tools from [The Agent Times](https://theagenttimes.com), the AI-native newspaper covering the agent economy. 13 tools including search, comments, citations, and agent leaderboards. No API key required.
tianqitang1/enrichr-mcp-server
A MCP server that provides gene set enrichment analysis using the Enrichr API
tinyfish-io/agentql-mcp
MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities.
Tomatio13/mcp-server-tavily
☁️ 🐍 – Tavily AI search API
urlbox/urlbox-mcp-server
📇 🏠 A reliable MCP server for generating and managing screenshots, PDFs, and videos, performing AI-powered screenshot analysis, and extracting web content (Markdown, metadata, and HTML) via the [Urlbox](https://urlbox.com) API.
vectorize-io/vectorize-mcp-server
[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
vitorpavinato/ncbi-mcp-server
Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batch processing for all life sciences and biomedical research.
webscraping-ai/webscraping-ai-mcp-server
Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping.
webpeel/webpeel
Smart web fetcher for AI agents with auto-escalation from HTTP to headless browser to stealth mode. Includes 9 MCP tools: fetch, search, crawl, map, extract, batch, screenshot, jobs, and agent. Achieved 100% success rate on a 30-URL benchmark.
yamanoku/baseline-mcp-server
MCP server that searches Baseline status using Web Platform API
zhsama/duckduckgo-mcp-server
This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.
zlatkoc/youtube-summarize
MCP server that fetches YouTube video transcripts and optionally summarizes them. Supports multiple transcript formats (text, JSON, SRT, WebVTT), multi-language retrieval, and flexible YouTube URL parsing.
zoomeye-ai/mcp_zoomeye
Querying network asset information by ZoomEye MCP Server
82ch/MCP-Dandan
Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines.
adeptus-innovatio/solvitor-mcp
Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.
agntor/mcp
MCP audit server for agent discovery and certification. Provides trust and payment rail for AI agents including identity verification, escrow, settlement, and reputation management.
AIM-Intelligence/AIM-Guard-MCP
Security-focused MCP server that provides safety guidelines and content analysis for AI agents.
atomicchonk/roadrecon_mcp_server
🐍 🪟 🏠 MCP server for analyzing ROADrecon gather results from Azure tenant enumeration
behrensd/mcp-firewall
Deterministic security proxy (iptables for MCP) that intercepts tool calls, enforces YAML policies, scans for secret leakage, and logs everything. No AI, no cloud.
BurtTheCoder/mcp-dnstwist
MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.
BurtTheCoder/mcp-maigret
MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.
BurtTheCoder/mcp-shodan
MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.
BurtTheCoder/mcp-virustotal
MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
Chimera-Protocol/csl-core
Deterministic AI safety policy engine with Z3 formal verification. Write, verify, and enforce machine-verifiable constraints for AI agents via MCP.
co-browser/attestable-mcp-server
An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before conencting.
cyntrisec/cyntrisec-cli
Local-first AWS security analyzer that discovers attack paths and generates remediations using graph theory.
firstorderai/authenticator_mcp
📇 🏠 🍎 🪟 🐧 – A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App.
forest6511/secretctl
AI-safe secrets manager with MCP integration. Run commands with credentials injected as environment variables - AI agents never see plaintext secrets. Features output sanitization, AES-256-GCM encryption, and Argon2id key derivation.
fosdickio/binary_ninja_mcp
A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.
fr0gger/MCP_Security
MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.
gbrigandi/mcp-server-cortex
A Rust-based MCP server to integrate Cortex, enabling observable analysis and automated security responses through AI.
gbrigandi/mcp-server-thehive
A Rust-based MCP server to integrate TheHive, facilitating collaborative security incident response and case management via AI.
gbrigandi/mcp-server-wazuh
A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding.
girste/mcp-cybersec-watchdog
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST 800-53, and PCI-DSS compliance checks. Real-time monitoring with anomaly detection across 23 analyzers: firewall, SSH, fail2ban, Docker, CVE, rootkit, SSL/TLS, filesystem, network, and more.
gridinsoft/mcp-inspector
MCP server for domain and URL security analysis powered by GridinSoft Inspector, enabling AI agents to verify website and link safety.
HaroldFinchIFT/vuln-nist-mcp-server
A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.
hieutran/entraid-mcp-server
A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK.
intruder-io/intruder-mcp
MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure.
jaspertvdm/mcp-server-inject-bender
Security through absurdity: transforms SQL injection and XSS attempts into harmless comedy responses using AI-powered humor defense.
jtang613/GhidrAssistMCP
A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.
jyjune/mcp_vms
A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times.
LaurieWired/GhidraMCP
A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports.
mariocandela/beelzebub
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior. The underlying idea is to provide the agent with tools it would never use in its normal work.
mobb-dev/mobb-vibe-shield-mcp
[Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.
panther-labs/mcp-panther
MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts.
pullkitsan/mobsf-mcp-server
A MCP server for MobSF which can be used for static and dynamic analysis of Android and iOS application.
rad-security/mcp-server
MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.
radareorg/r2mcp
MCP server for Radare2 disassembler. Provides AI with capability to disassemble and look into binaries for reverse engineering.
safedep/vet
vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.
samvas-codes/dawshund_mcp
An MCP server based on dAWShund to enumerate AWS IAM data, analyze effective permissions, and visualize access relationships across users, roles, and resources. Built for cloud security engineers who want fast, easy and effective insights into AWS identity risk.
sanyambassi/ciphertrust-manager-mcp-server
MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
sanyambassi/thales-cdsp-cakm-mcp-server
MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.
sanyambassi/thales-cdsp-crdp-mcp-server
MCP server for Thales CipherTrust Manager RestFul Data Protection service.
securityfortech/secops-mcp
All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.
semgrep/mcp
📇 ☁️ Allow AI agents to scan code for security vulnerabilites using [Semgrep](https://semgrep.dev).
slouchd/cyberchef-api-mcp-server
MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
snyk/studio-mcp
Embeds Snyk's security engines into agentic workflows. Secures AI-generated code in real-time and accelerates the fixing vulnerability backlogs.
vespo92/OPNSenseMCP
MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language
zboralski/ida-headless-mcp
Headless IDA Pro binary analysis via MCP. Multi-session concurrency with Go orchestration and Python workers. Supports Il2CppDumper and Blutter metadata import for Unity and Flutter reverse engineering.
zinja-coder/apktool-mcp-server
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.
takleb3rry/zitadel-mcp
MCP server for Zitadel identity management — manage users, projects, OIDC apps, roles, and service accounts through natural language.
anwerj/youtube-uploader-mcp
AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities.
arjun1194/insta-mcp
Instagram MCP server for analytics and insights. Get account overviews, posts, followers, following lists, post insights, and search for users, hashtags, or places.
checkra1neth/xbird
Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manage engagement, upload media. No API keys needed, uses browser cookies. Pay per call from $0.001 via x402 micropayments.
gwbischof/bluesky-social-mcp
An MCP server for interacting with Bluesky via the atproto client.
hiroata/meltbook-mcp-server
MCP server for meltbook, an AI-agent political discussion board. 50 AI agents autonomously post, vote, and debate Japanese politics. 11 tools for thread creation, posting, voting, and monitoring.
HagaiHen/facebook-mcp-server
Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.
karanb192/reddit-mcp-buddy
Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.
king-of-the-grackles/reddit-research-mcp
AI-powered Reddit intelligence for market research and competitive analysis. Discover subreddits via semantic search across 20k+ indexed communities, fetch posts/comments with full citations, and manage research feeds. No Reddit API credentials needed.
kunallunia/twitter-mcp
All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.
macrocosm-os/macrocosmos-mcp
🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
MarceauSolutions/fitness-influencer-mcp
Fitness content creator workflow automation - video editing with jump cuts, revenue analytics, and branded content creation
scrape-badger/scrapebadger-mcp
Access Twitter/X data including user profiles, tweets, followers, trends, lists, and communities via the ScrapeBadger API.
sinanefeozler/reddit-summarizer-mcp
MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments.
guillochon/mlb-api-mcp
MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.
JamsusMaximus/trainingpeaks-mcp
Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare power/pace PRs through Claude Desktop.
khaoss85/arvo-mcp
AI workout coach MCP server for Arvo. Access training data, workout history, personal records, body progress, and 29 fitness tools through Claude Desktop.
labeveryday/nba_mcp_server
Access live and historical NBA statistics including player stats, game scores, team data, and advanced analytics via Model Context Protocol
Milofax/xert-mcp
MCP server for XERT cycling analytics — access fitness signature (FTP, HIE, PP), training status, workouts, activities with XSS metrics, and MPA analysis.
r-huijts/strava-mcp
A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
aikts/yandex-tracker-mcp
MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users.
Berckan/bugherd-mcp
MCP server for BugHerd bug tracking. List projects, view tasks with filtering by status/priority/tags, get task details, and read comments.
effytech/freshdesk-mcp
MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.
incentivai/quickchat-ai-mcp
Launch your conversational Quickchat AI agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities.
nguyenvanduocit/jira-mcp
A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.
sooperset/mcp-atlassian
MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.
tom28881/mcp-jira-server
Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete project management workflow: issue CRUD, sprint management, comments/history, attachments, batch operations.
mmntm/weblate-mcp
Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discovery with smart format transformations.
shuji-bonji/xcomet-mcp-server
Translation quality evaluation using xCOMET models. Provides quality scoring (0-1), error detection with severity levels (minor/major/critical), and optimized batch processing with 25x speedup.
translated/lara-mcp
MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.
daisys-ai/daisys-mcp
Generate high-quality text-to-speech and text-to-voice outputs using the [DAISYS](https://www.daisys.ai/) platform and make it able to play and store audio generated.
mbailey/voice-mcp
Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration
mberg/kokoro-tts-mcp
MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket.
transcribe-app/mcp-transcribe
This service provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file.
ybouhjira/claude-code-tts
MCP server plugin for Claude Code that converts text to speech using OpenAI's TTS API. Features 6 voices, worker pool architecture, mutex-protected playback, and cross-platform support.
campertunity/mcp-server
Search campgrounds around the world on campertunity, check availability, and provide booking links
cobanov/teslamate-mcp
A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.
helpful-AIs/triplyfy-mcp
An MCP server that lets LLMs plan and manage itineraries with interactive maps in Triplyfy; manage itineraries, places and notes, and search/save flights.
KyrieTangSheng/mcp-server-nationalparks
National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks
lucygoodchild/mcp-national-rail
An MCP server for UK National Rail trains service, providing train schedules and live travel information, intergrating the Realtime Trains API
MarceauSolutions/rideshare-comparison-mcp
Compare Uber and Lyft prices for any route in real-time with fare estimates, surge pricing info, and cheapest option recommendations
openbnb-org/mcp-server-airbnb
Provides tools to search Airbnb and get listing details.
pab1it0/tripadvisor-mcp
A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces
Pradumnasaraf/aviationstack-mcp
An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.
r-huijts/ns-mcp-server
Access Dutch Railways (NS) travel information, schedules, and real-time updates
skedgo/tripgo-mcp-server
Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information.
srinath1510/alltrails-mcp-server
A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information
adhikasp/mcp-git-ingest
Read and analyze GitHub repositories with your LLM
ddukbg/github-enterprise-mcp
MCP server for GitHub Enterprise API integration
gitea/gitea-mcp
Interactive with Gitea instances with MCP.
github/github-mcp-server
Official GitHub server for integration with repository management, PRs, issues, and more.
JaviMaligno/mcp-server-bitbucket
Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, branches, commits, deployments, webhooks, tags, branch restrictions, and source browsing.
JaviMaligno/mcp-server-bitbucket
Bitbucket MCP server with 58 tools for repository management, pull requests, pipelines, branches, commits, deployments, webhooks, tags, branch restrictions, and source browsing.
kaiyuanxiaobing/atomgit-mcp-server
Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more.
kopfrechner/gitlab-mr-mcp
Interact seamlessly with issues and merge requests of your GitLab projects.
modelcontextprotocol/server-git
Direct Git repository operations including reading, searching, and analyzing local repositories
modelcontextprotocol/server-gitlab
GitLab platform integration for project management and CI/CD operations
QuentinCody/github-graphql-mcp-server
Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.
raohwork/forgejo-mcp
An MCP server for managing your repositories on Forgejo/Gitea server.
TamiShaks-2/git-context-mcp
Local MCP server that provides structured Git repository analysis (project status, recent activity, code map, and risk hotspots) for AI coding agents.
theonedev/tod
A MCP server for OneDev for CI/CD pipeline editing, issue workflow automation, and pull request review
Tiberriver256/mcp-server-azure-devops
Azure DevOps integration for repository management, work items, and pipelines.
bivex/kanboard-mcp
A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.
bug-breeder/quip-mcp
A Model Context Protocol (MCP) server providing AI assistants with comprehensive Quip document access and management. Enables document lifecycle management, smart search, comment management, and secure token-based authentication for both Quip.com and enterprise instances.
devroopsaha744/TexMCP
An MCP server that converts LaTeX into high-quality PDF documents. It provides tools for rendering both raw LaTeX input and customizable templates, producing shareable, production-ready artifacts such as reports, resumes, and research papers.
foxintheloop/UpTier
Desktop task manager with clean To Do-style UI and 25+ MCP tools for prioritization, goal tracking, and multi-profile workflows.
giuseppe-coco/Google-Workspace-MCP-Server
MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.
nicolascroce/keepsake-mcp
Personal CRM — manage contacts, interactions, tasks, notes, daily journal, and tags through 42 MCP tools
khaoss85/mcp-orchestro
Trello for Claude Code: AI-powered task management with 60 MCP tools, visual Kanban board, and intelligent orchestration for product teams and developers.
louis030195/toggl-mcp
Time tracking integration with Toggl Track. Start/stop timers, manage time entries, track project time, and get today's summary. Perfect for productivity tracking and billing workflows.
MarceauSolutions/amazon-seller-mcp
Amazon Seller Central operations via SP-API - manage inventory, track orders, analyze sales, and optimize listings
MarceauSolutions/hvac-quotes-mcp
HVAC equipment RFQ management for contractors - submit quotes to distributors, track responses, and compare pricing
MarkusPfundstein/mcp-gsuite
Integration with gmail and Google Calendar.
moro3k/mcp-altegio
MCP server for Altegio API — appointments, clients, services, staff schedules for salon/spa/clinic management. 18 tools with Docker support.
SparkSheets/sparksheets-mcp
AI-native collaborative spreadsheet MCP server for session management, knowledge base, task tracking, and sheet operations. Integrates with Claude Code, Cursor, and Cline.
takumi0706/google-calendar-mcp
An MCP server to interface with the Google Calendar API. Based on TypeScript.
taylorwilsdon/google_workspace_mcp
Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.
teamwork/mcp
Project and resource management platform that keeps your client projects on track, makes managing resources a breeze, and keeps your profits on point.
tubasasakunn/context-apps-mcp
AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.
universalamateur/reclaim-mcp-server
Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, scheduling links, and productivity analytics.
vakharwalad23/google-mcp
Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities.
vasylenko/claude-desktop-extension-bear-notes
Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy.
wyattjoh/calendar-mcp
MCP server for accessing macOS Calendar events
yuvalsuede/claudia
AI-native task management system for Claude agents. Hierarchical tasks, dependencies, sprints, acceptance criteria, multi-agent coordination, and MCP server integration.
2niuhe/plantuml_web
A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.
2niuhe/qrcode_mcp
A QR code generation MCP server that converts any text (including Chinese characters) to QR codes with customizable colors and base64 encoding output.
AbdelStark/bitcoin-mcp
₿ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more.
akseyh/bear-mcp-server
Allows the AI to read from your Bear Notes (macOS only)
allenporter/mcp-server-home-assistant
Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.
altinoren/utopia
MCP that simulates a set of smart home and lifestyle devices, allowing you to test agent's reasoning and discovery capabilities.
Amazon Bedrock Nova Canvas
Use Amazon Nova Canvas model for image generation.
amidabuddha/unichat-mcp-server
Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required
anaisbetts/mcp-installer
An MCP server that installs other MCP servers for you.
anaisbetts/mcp-youtube
Fetch YouTube subtitles
andybrandt/mcp-simple-openai-assistant
🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)
andybrandt/mcp-simple-timeserver
An MCP server that allows checking local time on the client machine or current UTC time from an NTP server
anki-mcp/anki-mcp-desktop
Enterprise-grade Anki integration with natural language interaction, comprehensive note/deck management, and one-click MCPB installation. Built on NestJS with comprehensive test coverage.
ankitmalik84/notion-mcp-server
A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature.
apify/actors-mcp-server
Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more
apinetwork/piapi-mcp-server
📇 ☁️ PiAPI MCP server makes users able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.
awkoy/replicate-flux-mcp
Provides the ability to generate images via Replicate's API.
awwaiid/mcp-server-taskwarrior
An MCP server for basic local taskwarrior usage (add, update, remove tasks)
Azure/azure-mcp
Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.
Badhansen/notion-mcp
A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.
bart6114/my-bear-mcp-server
Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.
billster45/mcp-chatgpt-responses
MCP server for Claude to talk to ChatGPT and use its web search capability.
blurrah/mcp-graphql
Allows the AI to query GraphQL servers
boldsign/boldsign-mcp
Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/).
brianxiadong/ones-wiki-mcp-server
A Spring AI MCP-based service for retrieving ONES Waiki content and converting it to AI-friendly text format.
calclavia/mcp-obsidian
This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).
caol64/wenyan-mcp
Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.
chrishayuk/mcp-cli
Yet another CLI tool for testing MCP servers
danhilse/notion_mcp
Integrates with Notion's API to manage personal todo lists
danielkennedy1/pdf-tools-mcp
PDF download, view & manipulation utilities.
dev-mirzabicer/ticktick-sdk
Comprehensive async Python SDK for [TickTick](https://ticktick.com/) with MCP server support. Features 45 tools for tasks, projects, tags, habits, focus/pomodoro sessions, and user analytics.
disco-trooper/apple-notes-mcp
Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD operations, and incremental indexing. Uses JXA for native macOS integration.
dotemacs/domain-lookup-mcp
Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Registration_Data_Access_Protocol) and then as a fallback via [WHOIS](https://en.wikipedia.org/wiki/WHOIS)
ekkyarmandi/ticktick-mcp
[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks.
emicklei/mcp-log-proxy
MCP server proxy that offers a Web UI to the full message flow
esignaturescom/mcp-server-esignatures
Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API.
evalstate/mcp-hfspace
Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.
evalstate/mcp-miro
Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.
feuerdev/keep-mcp
Read, create, update and delete Google Keep notes.
fotoetienne/gqai
Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.
FoodXDevelopment/foodblock-mcp
17 MCP tools for the food industry. Describe food in plain English and get structured, content-addressed data blocks back. Covers actors, places, ingredients, products, transforms, transfers, and observations. Works standalone with zero config via `npx foodblock-mcp`.
future-audiences/wikimedia-enterprise-model-context-protocol
Wikipedia Article lookup API
githejie/mcp-server-calculator
This server enables LLMs to use calculator for precise numerical calculations
gotoolkits/DifyWorkflow
🏎️ ☁️ Tools to the query and execute of Dify workflows
growilabs/growi-mcp-server
Official MCP Server to integrate with GROWI APIs.
gwbischof/free-will-mcp
Give your AI free will tools. A fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.
Harry-027/JotDown
An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content.
henilcalagiya/mcp-apple-notes
Powerful tools for automating Apple Notes using Model Context Protocol (MCP). Full CRUD support with HTML content, folder management, and search capabilities.
HenryHaoson/Yuque-MCP-Server
📇 ☁️ A Model-Context-Protocol (MCP) server for integrating with Yuque API, allowing AI models to manage documents, interact with knowledge bases, search content, and access analytics data from the Yuque platform.
hiromitsusasaki/raindrop-io-mcp-server
An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
hmk/attio-mcp-server
📇 ☁️ Allows AI clients to manage records and notes in Attio CRM
imprvhub/mcp-claude-spotify
An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).
inkbytefo/screenmonitormcp
Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows.
integromat/make-mcp-server
Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.
isaacwasserman/mcp-vegalite-server
Generate visualizations from fetched data using the VegaLite format and renderer.
ivnvxd/mcp-server-odoo
Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation.
ivo-toby/contentful-mcp
Update, create, delete content, content-models and assets in your Contentful Space
j3k0/speech.sh
Let the agent speak things out loud, notify you when he's done working with a quick summary
jagan-shanmugam/climatiq-mcp-server
A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.
jen6/ticktick-mcp
[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py library, it offers significantly improved filtering capabilities.
jimfilippou/things-mcp
A Model Context Protocol (MCP) server that provides seamless integration with the [Things](https://culturedcode.com/things/) productivity app. This server enables AI assistants to create, update, and manage your todos and projects in Things using its comprehensive URL scheme.
johannesbrandenburger/typst-mcp
MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code.
joshuarileydev/mac-apps-launcher-mcp-server
An MCP server to list and launch applications on MacOS
k-jarzyna/mcp-miro
Miro MCP server, exposing all functionalities available in official Miro SDK
kelvin6365/plane-mcp-server
🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane's](https://plane.so) API
kenliao94/mcp-server-rabbitmq
Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ
kiarash-portfolio-mcp
– WebMCP-enabled portfolio with Ed25519 signed discovery. AI agents can query projects, skills, and execute terminal commands. Built on Cloudflare Pages Functions.
kimtth/mcp-remote-call-ping-pong
An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls
kiwamizamurai/mcp-kibela-server
📇 ☁️ Powerfully interact with Kibela API.
kj455/mcp-kibela
📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)
Klavis-AI/YouTube
Extract and convert YouTube video information.
KS-GEN-AI/confluence-mcp-server
Get Confluence data via CQL and read pages.
KS-GEN-AI/jira-mcp-server
Read jira data via JQL and api and execute requests to create and edit tickets.
kw510/strava-mcp
An MCP server for Strava, an app for tracking physical exercise
latex-mcp-server
An MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.
louiscklaw/hko-mcp
MCP server with basic demonstration of getting weather from Hong Kong Observatory
magarcia/mcp-server-giphy
Search and retrieve GIFs from Giphy's vast library through the Giphy API.
marcelmarais/Spotify
📇 🏠 Control Spotify playback and manage playlists.
MarkusPfundstein/mcp-obsidian
Interacting with Obsidian via REST API
mediar-ai/screenpipe
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.
metorial/metorial
🎖️ 📇 ☁️ Connect AI agents to 600+ integrations with a single interface - OAuth, scaling, and monitoring included
modelcontextprotocol/server-everything
MCP server that exercises all the features of the MCP protocol
MonadsAG/capsulecrm-mcp
📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file
mrjoshuak/godoc-mcp
Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files
Mtehabsim/ScreenPilot
enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation.
muammar-yacoob/GMail-Manager-MCP
Connects Claude Desktop to your Gmail so you can start managing your inbox using natural language. Bulk delete promos & newsletters, organize labels and get useful insights.
mzxrai/mcp-openai
Chat with OpenAI's smartest models
NakaokaRei/swift-mcp-gui
MCP server that can execute commands such as keyboard input and mouse movement
nanana-app/mcp-server-nano-banana
AI image generation using Google Gemini's nano banana model.
nguyenvanduocit/all-in-one-model-context-protocol
Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab
NON906/omniparser-autogui-mcp
🐍 Automatic operation of on-screen GUI.
offorte/offorte-mcp-server
The Offorte Proposal Software MCP server enables creation and sending of business proposals.
olalonde/mcp-human
When your LLM needs human assistance (through AWS Mechanical Turk)
olgasafonova/productplan-mcp-server
Query ProductPlan roadmaps. Access OKRs, ideas, launches, and timeline data.
orellazi/coda-mcp
MCP server for [Coda](https://coda.io/)
osinmv/funciton-lookup-mcp
MCP server for function signature lookups.
pierrebrunelle/mcp-server-openai
Query OpenAI models directly from Claude using MCP protocol
pskill9/hn-server
📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs).
PV-Bhat/vibe-check-mcp-server
An MCP server that prevents cascading errors and scope creep by calling a "Vibe-check" agent to ensure user alignment.
pwh-pwh/cal-mcp
An MCP server for Mathematical expression calculation
pyroprompts/any-chat-completions-mcp
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
quarkiverse/mcp-server-jfx
Draw on JavaFX canvas.
QuentinCody/shopify-storefront-mcp-server
Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API.
r-huijts/ethics-check-mcp
MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learning
rae-api-com/rae-mcp
🏎️ ☁️ 🍎 🪟 🐧 MCP Server to connect your preferred model with https://rae-api.com, Roya Academy of Spanish Dictionary
Rai220/think-mcp
Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool).
reeeeemo/ancestry-mcp
Allows the AI to read .ged files and genetic data
rember/rember-mcp
Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats.
roychri/mcp-server-asana
📇 ☁️ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.
rusiaaman/wcgw
Autonomous shell execution, computer control and coding agent. (Mac)
SecretiveShell/MCP-wolfram-alpha
An MCP server for querying wolfram alpha API.
Seym0n/tiktok-mcp
Interact with TikTok videos
Shopify/dev-mcp
Model Context Protocol (MCP) server that interacts with Shopify Dev.
simonpainter/netbox-mcp
MCP server for interacting with NetBox API.
sirmews/apple-notes-mcp
Allows the AI to read from your local Apple Notes database (macOS only)
sooperset/mcp-atlassian
MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.
suekou/mcp-notion-server
Interacting with Notion API
tacticlaunch/mcp-linear
Integrates with Linear project management system
tan-yong-sheng/ai-vision-mcp
📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detection analysis. Enables UI/UX evaluation, visual regression testing, and interface understanding using Google Gemini and Vertex AI.
tanigami/mcp-server-perplexity
Interacting with Perplexity API.
tevonsb/homeassistant-mcp
Access Home Assistant data and control devices (lights, switches, thermostats, etc).
TheoBrigitte/mcp-time
MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.
thingsboard/thingsboard-mcp
The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.
thinq-connect/thinqconnect-mcp
Interact with LG ThinQ smart home devices and appliances through the ThinQ Connect MCP server.
tomekkorbak/oura-mcp-server
An MCP server for Oura, an app for tracking sleep
Tommertom/plugwise-mcp
TypeScript-based smart home automation server for Plugwise devices with automatic network discovery. Features comprehensive device control for thermostats, switches, smart plugs, energy monitoring, multi-hub management, and real-time climate/power consumption tracking via local network integration.
tqiqbal/mcp-confluence-server
A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.
ttommyth/interactive-mcp
Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.
tumf/web3-mcp
An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereum, BSC, Polygon, Avalanche, and more.
ujisati/anki-mcp
Manage your Anki collection with AnkiConnect & MCP
UnitVectorY-Labs/mcp-graphql-forge
A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.
wanaku-ai/wanaku
☁️ 🏠 The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.
megberts/mcp-websitepublisher-ai
Build and publish websites through AI conversation. 27 MCP tools for pages, assets, entities, records and integrations. Remote server with OAuth 2.1 auto-discovery, works with Claude, ChatGPT, Mistral/Le Chat and Cursor.
wishfinity/wishfinity-mcp-plusw
Universal wishlist for AI shopping experiences. Save any product URL from any store to a wishlist. Works with Claude, ChatGPT, LangChain, n8n, and any MCP client.
wong2/mcp-cli
CLI tool for testing MCP servers
ws-mcp
Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))
yuna0x0/hackmd-mcp
Allows AI models to interact with [HackMD](https://hackmd.io)
ZeparHyfar/mcp-datetime
MCP server providing date and time functions in various formats
zueai/mcp-manager
Simple Web UI to install and manage MCP servers for Claude Desktop App.