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.
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
phuc-nt
MCP server connecting AI assistants with Jira & Confluence for smart project management.
tuannvm
A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, leveraging franz-go and mcp-go.
panz2018
A working example to create a FastAPI server with SSE-based MCP support
alexanderradahl
Give ChatGPT a real terminal on your Mac. Open-source MCP bridge for shell, files, PTY sessions, jobs, and Codex history.
alejandroBallesterosC
A lightweight MCP server for processing, editing, and interacting with PDF, Word, Excel, and CSV documents.
pomerium
Demo application showcasing how to build and secure MCP servers and clients with Pomerium using contextual access policies.
BurtTheCoder
MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.
always-tinkering
RhinoMCP connects Rhino to Claude AI through the Model Context Protocol (MCP), enabling AI-assisted 3D modeling and architectural design.
metoro-io
Metoro MCP Server
ifmelate
MCP server that allow LLM in agent mode builds n8n workflows for you
swax
MCP Server for Unity with help for creating VRChat worlds
kazz187
MCP Server for Google Spreadsheet
wolfeidau
Official MCP Server for Buildkite.
Teradata
The community development of a MCP server for a Teradata database
agency-ai-solutions
An MCP server to communicated with, use, and wrap the API for the OpenAI Codex CLI tool.
minhyeoky
A Model Context Protocol server for interacting with Ledger CLI, a powerful double-entry accounting system. This server enables Large Language Models to query and analyze financial data through a standardized interface, making it easy for AI assistants to help with financial repo
atomicchonk
Claude MCP server to perform analysis on ROADrecon data
swgee
Burp Suite Extension with MCP Server to enhance manual application security testing
Omedia
TS based companion MCP server for the Drupal MCP module that works with the STDIO transport.
ilyautov
MCP-сервер для кабинетов Wildberries, Ozon, Яндекс Маркета и Авито: продажи, заказы, остатки, цены, финансы, отзывы через API напрямую, без браузера. 1022 метода schema-driven, safety-гейт на запись. | MCP server for Wildberries, Ozon, Yandex Market and Avito seller APIs. Open-so
buildkite
Official MCP Server for Buildkite.
aantti
MCP Server for Netbird
fazer-ai
MCP server for Obsidian (TypeScript + Bun)
Teradata
The community development of a MCP server for a Teradata database
jonverrier
An AI-Powered documentation generator for legacy codebases
kintone
kintone official MCP server
cdtait
Financial Modeling Prep MCP Server
flyfox666
An example Docker image for mcpo(with npm,curl,nodejs,uv Pre-Built;Pre-Built MCP:amap;baidumap;server-brave-search; tavily;fetch), a tool that exposes MCP (Model Context Protocol) servers as OpenAPI-compatible HTTP endpoints for OpenWebUI.
norman-finance
AI-powered bookkeeping and tax filing automation via MCP for entrepreneurs at the heart of the European economy
PaddleHQ
Interact with the Paddle API using AI assistants like Claude, or in AI-powered IDEs like Cursor. Manage product catalog, billing and subscriptions, and reports.
Azure-Samples
🔒 Reference MCP servers that demo how authentication works with the current Model Context Protocol spec.
Tomatio13
Taivily APIを利用するMCP Serverです。Officialが提供される前に開発しました
Dishant27
Model Context Protocol (MCP) server for LinkedIn API integration
ZephyrDeng
This is a Model Context Protocol (MCP) server implemented in Go, providing a tool to analyze Go pprof performance profiles.
PsychArch
Async MCP server with Minimax API integration for image generation and text-to-speech
anjor
IvanAmador
A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation. This project enables developers to ask questions about the Vercel AI SDK and receive accurate, contextualized responses based on the official docum
pwilkin
An MCP server that queries public SearXNG instances, parsing HTML contents into a JSON result
JordiNeil
MCP Server for Databricks
skarlekar
A suite of MCP servers that enables an LLM to orchestrate specialized services to generate travel itineraries, find flights and accommodations, discover local events, analyze weather conditions and manage budgets
oatpp
Anthropic’s Model Context Protocol implementation for Oat++
qinyuanpei
基于 Model Context Protocol 的微博数据接口服务器 - 实时获取微博用户信息、动态内容、热搜榜单、粉丝关注数据。支持用户搜索、内容搜索、话题分析,为 AI 应用提供完整的微博数据接入方案。
dhananjay1405
Tally Prime MCP (Model Context Protocol) Server implementation to feed Tally ERP data to popular LLM like Claude, ChatGPT supporting MCP
Gaffx
This repo hosts an MCP server for volatility3.x
remete618
Local-first memory layer for LLM apps and agents. Runs offline on Ollama, sentence-transformers and FAISS; OpenAI and Anthropic optional. Importance scoring, contradiction resolution, confidence-aware retrieval.
jeanibarz
This MCP server provides tools for listing and retrieving content from different knowledge bases.
vanto
Beancount MCP Server is an experimental implementation that utilizes the Model Context Protocol (MCP) to enable AI assistants to query and analyze Beancount ledger files using Beancount Query Language (BQL) and the beanquery tool.
nic01asFr
MCP server implementation for Grist API integration
krrr
Backported Model Context Protocol SDK for Java 8
zhiwei5576
Excel数据处理微服务
microsoft
Create an MCP Server for your API using the TypeSpec MCP Server
gornskew
Model Context Protocol (MCP) server to manage and talk to compliant "Lisply" lisp-speaking backend services
MarcusJellinghaus
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.
formulahendry
Yeoman Generator to quickly create a new MCP Server
guinacio
This Streamlit application provides a user interface for connecting to MCP (Model Context Protocol) servers and interacting with them using different LLM providers (OpenAI, Anthropic, Google, Ollama).
kukapay
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
duhlink
xDarkzx
AudacityMCP connects any MCP-compatible AI assistant to [Audacity](https://www.audacityteam.org/), giving it full control over audio editing through 131 tools and 9 pipelines spanning effects, cleanup, mastering, and more. Talk to your AI assistant and it edits your audio in real
navado
Allow AI models connect to ESP32 and read connected sensors NMEA2k, ODB/ODBII, NMEA0183. AI generated MCP server.
ruan11223344
一个基于MCP协议的开发文档服务器,专为各类开发框架文档设计
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.