What is an MCP server?
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Discover awesome MCP servers.
dumbspacecookie
A small, deterministic sticky-note layer for Claude Code. You pin a note — a decision, a blocker, a todo — and it survives session resets, /clear , and closing the terminal. Next session in that project, the notes that s
TakuyaTaniguchi
ryanr158
atuinturtle
Sequelone-HONOHR
kani3894
Python MCP server for Hevy fitness app. Log workouts with natural language, search exercises, manage routines. Features web interface, demo mode, and 22 MCP tools.
BitsBound
AI-powered contract analysis with partner-level redlines for Claude Desktop and Claude.ai. Features include contract processing with real OOXML Track Changes, clause extraction and analysis, risk scoring and favorability dashboards, negotiation email generation, and deal context
Bitget-AI
Agent-native terminal CLI (bgc) for Bitget trading via Claude Code and Codex
QrioAI
News for Kids.
lukeage
Minimal Example Implementation of a MCP Server / Client with Python and Pip. This example is tested in VSCode and Windows and both server and client are debuggable.
flav0000
ue-sho
Lucasdoreac
Um servidor MCP universal para desenvolvimento PHP em qualquer provedor de hospedagem ou nuvem
webdevtodayjason
A2AMCP is a Agent2Agent MCP communication Server taking the concept from Google's Agent2Agent Protocol (A2A)
sharma0vineet
MCP k8s server
jhillbht
A TypeScript client for the Model Context Protocol with support for managing multiple MCP servers, API keys, and tools
verifiableb
Make your MPC servers secure and production ready acuvity, mcp, mcp-gateway, mcp-server, modelcontextprotocol, mtls, security
tivaliy
MCP-NLP is a FastMCP application designed to provide NLP (Natural Language Processing) capabilities using the Model Context Protocol (MCP)
AtlanticBiz
Rajkumar-21
dxd214
A Model Context Protocol server for generating mathematical visualizations using JSXGraph. This is a TypeScript-based MCP server that provides interactive mathematical chart generation capabilities for functions, geometry, parametric curves, and more.
LutoLabs
Personal knowledge twin with semantic search. Store voice notes, documents, URLs, principles, and skills from any AI chat, then retrieve them with inline provenance citations. Hosted, multi-tenant, with per-user bearer-token auth and full data isolation.
archimedes-market
Expose any LangChain chain, agent, or tool as an MCP server. Schema-aware tool registration, tool-call tracing, retry and timeout policies, and structured output validation. Bridges the LangChain ecosystem into Claude / ChatGPT / Cursor without rewri
AntonioPavoni
MCP Server Template for USDA Tools
srikanthrachala
Xeonice
install all of deps for mcp server
garyedgington
SchemaCheck Agent validates JSON payloads against JSON Schema Draft 7 and 2020-12 standards. Designed for agent-to-agent workflows, it returns structured validation results instantly — including field-level error paths, human-readable summaries, and optionally a corrected payload
Kashyap-AI-ML-Solutions
A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities.
Shin-sibainu
A Model Context Protocol (MCP) server that provides programmatic access to Google Search Console API data through Claude Code and Cursor.
hancengiz
srikaran7
getDynamoi
Manage music promotion and YouTube growth campaigns through AI assistants like ChatGPT, Claude, and Gemini. Automated Meta and Google ad campaigns for artists, labels, and YouTube creators — no agency fees.
LeromX
glyfo
tamujin
mcp-server-weather-test
stevemadere
A simple stateful mcp server example. Clone and modify to make any stateful mcp server.
kenichi-nihei
erashev-fedor
Gitmaxd
MCP server for Dub.co link shortener API integration
Rehui-2006
AI Agent-first download tool built on aria2. Forces file-allocation=none, uses RPC tellStatus for reliable completion detection. MCP compatible, zero dependencies.
sachinuppal
ModelCostSaver
alkemi-ai
Integrate your Alkemi Data, connected to Snowflake, Google BigQuery, DataBricks and other sources, with your MCP Client.
akaiserg
A simple MCP (Model Context Protocol) server that exposes terminal commands and access to pictures.
jeremytandjung
Vivek114coder
justin-echternach
This repository has moved to Positive-Spaces/js-mcp-server
adamkleingit
A Slackbot LLM agent that allows connecting to an LLM and MCP servers
BrightLin
Use this MCP Server when you encounter 'EADDRINUSE' (Address already in use).
node-man
Domain security reconnaissance for AI agents — 13 tools (DNS, SSL, HTTP headers, email auth, port scan, ASN, RDAP) with a 0–100 Health Score. Free, no API key
lingvanex-mt
MaverickTopG
studiomeyer-io
MCP Spec 2025-11-25 migration toolkit: detect, diff, compatibility-matrix, plan, check. Foundation pillar by StudioMeyer (MCP Factory).
Cavumnigrum
Test MCP server that can do several things
Spacemandomains
High-intensity Generative Engine Optimization (GEO) auditing for AI agents. This tool allows agents to measure brand visibility and citation strength in LLM search results. It features a native 402 Payment Required handshake for $1.50 micro-payments per audit.
samwang0723
MCP server for Sumologic
crow-fox
ポケモンの特性「むらっけ」を簡易的に再現したMPC Server
RomanTCC
ma-pony
Playwright MCP Server 一个基于 FastMCP 框架的专业级 Playwright 浏览器自动化 MCP 服务器,为 LLM 应用提供强大的网页交互和数据提取能力。
maxbogo
Ever wondered what happens when your LLM is guided by the same chaotic energy that powers takeout dessert?
hedera-dev
Common questions about MCP servers, tools, and integrations
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.
Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.
A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.
Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.
Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.