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.
mohemohe
MCP server for shikorism.net
jerry3315765
Test repository for MCP server
frozenlib
AI任せで作ってみたMCP Server
CCCT173
一个生产级的 MySQL MCP Server 。 相比社区其他 MySQL MCP 实现,本项目提供了更完整的能力集: 连接池(减少握手开销) ✅ 事务支持(begin/commit/rollback) ✅ EXPLAIN 自动解读 ✅ 结果导出 CSV/JSON(Excel 友好 BOM) ✅ ER 关系图数据(nodes/edges) ✅ 视图 / 存储过程 / 函数 / 触发器 浏览 ✅ 查询历史 & 审计日志 ✅
todesstoss
A Monobank MCP (Model Context Protocol) Server
burakdirin
An MCP server implementation that enables Claude AI to interact with MySQL databases.
greycodee
This project provides an MCP (Model Context Protocol) server that bridges communication with the AnkiConnect add-on for Anki.
oil-oil
OpenAPI2MCP (Model Context Protocol) that allows AI clients to call any OpenAPI-compatible REST API through the MCP interface. This tool converts OpenAPI specifications into MCP tools, enabling AI clients to interact with external APIs seamlessly.
MCP-Mirror
Mirror of
salrad22
apifyforge
Trade-based money laundering (TBML) detection for compliance teams, AML investigators, and financial intelligence units — delivered as an MCP server that plugs directly into Claude, Cursor, or any MCP-compatible AI agent.
sunnypra
omnisilica
zack-dev-cm
QuentinCody
DottedSign-Official
Connect your AI assistant (Claude or ChatGPT) to DottedSign — create signing tasks, track document status, manage templates, and more using natural language.
MCP-Mirror
Mirror of
MCP-Mirror
Mirror of
AporiaLabs
T/MCP is a powerful MCP server that provides access to Telos, a philosophical AI mentor.
MCP-Mirror
Mirror of
umjammer
🚧 java mcp server for minecraft
YYvanYang
Godalo-ai
MCP server that gives AI agents access to 30,000+ merchants across Awin, CJ Affiliate, Impact and more. One tool call. The entire affiliate market. Works with Claude, Cursor, Copilot and any MCP-compatible agent. Zero integration work. Zero maintenance.
MCP-Mirror
Mirror of
KemingHe
Independent MCP server for querying all public information across the osu.edu domain and subdomains.
system32miro
Example implementation of the Google A2A protocol with a Flask server and Python client. Includes web search integration via MCP
vignitin
Python script to test Model Context Protocol (MCP) server for Juniper's Apstra Fabric manager's APIs.
michaelhologram
Generate synthetic companies, documents & data via the Clutter API (e.g. to fill SharePoint or CRM). MCP server.
christ0pper
Structured web context infrastructure for AI agents. Extract schema-guided structured JSON from websites using Claude-powered parsing and MCP-native workflows.
nalbion
Demo MCP servers for BrowserBee
taejulee
armansiddiqui00
Repository for Cursor IDE and MCP servers testing
cygkichi
日本の政府統計ポータルサイト「e-Stat」のAPIにアクセスするための機能。 The Japanese government's statistical portal site "e-Stat" API
EthanKang1
YUHAI0
Smart Financial MCP 是一个基于 Model Context Protocol 的金融数据 MCP 服务器,连接 Tushare Pro API,为投资研究、财务分析、行业分析从业者及 AI 助手用户提供便捷的股票数据查询能力。
hanqizheng
rabyavalla
B.O.N.S.A.I. (Biologically-driven, Observationally-validated, Nutritionally-tested, Safe, Accessible, Integrative) is a health intelligence API built for the agent economy.
daaru00
MCP Server implementation with AWS Serverless services.
rbraid
Testing MCP servers with Rust
doer0312
Statically inspect and diagnose ROS 2 workspaces with AI agents—locally, safely, and without installing ROS.
F88
mail2vimal11-arch
altinoren
Utopia is a simulation MCP Server designed to test and experiment with common household items, both those available today and those likely to exist in the near future, using AI Agents. This project provides a set of simulated smart home and lifestyle devices, allowing you to inte
api-freaks
Official MCP server for APIFreaks. Real-time weather, IP, WHOIS, DNS, SSL, currency, screenshots, and more for any AI agent.
AgentWong
batchdataco
BatchData MCP Server Connect your AI agents directly to the nation's most accurate property database. This server empowers LLMs to perform rigorous research, skip tracing, and comp analysis without hallucinations. Just ask your AI to "find high-equity owners" or "verify contacts"
youngfe
VisioMCP is Microsoft Visio VSTO AddIn that holds an MCP server for AI model to control VISIO documents and shapes
EazyAl
Framework work Agents and MCP Server to contextualise biological knowledge
netanelgilad
whmyb6666
My MCP server repository
Beginnersguide138
🌟 Revolutionary AI Context Management: Solving LLM Memory Loss in Long Conversations
studiomeyer-io
Defense-in-depth bundle for MCP stdio servers: drop-in guardExec/guardSpawn wrappers, AST audit CLI, reference MCP server. Closes the Ox-Security 200k-server stdio-RCE class (LiteLLM CVE-2025-69256). MIT, TypeScript, Node >= 20.
sshh12
URL MCP is a proof of concept stateless MCP server builder that allows users to build MCP servers without writing or hosting code. It's intended for protocol and security experimentation rather than for building real world MCP integrations.
JhiNResH
arbazex
Woocommerce MCP Server
NameetP
MCP server for pdfmux — the only PDF extractor that audits every page. #2 on opendataloader-bench (200 real-world PDFs). 5 tools: get_pdf_metadata, convert_pdf, analyze_pdf, batch_convert, extract_structured. Zero GPU, zero API keys, zero cost. Give AI agents reliable PDF reading
MCP-Mirror
Mirror of
Jaden-JJH
Detect live website vulnerabilities and security flaws in GitHub repositories using automated DAST and SAST scanning. Safeguard applications by identifying exposed secrets, insecure dependencies, and common code patterns prone to exploitation. Receive structured fix plans with pr
qingshanz
ninilang
created from MCP server demo
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.