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.
SiroSuzume
MCPサーバーのテンプレート模索
miyamo2
Qilin MCP Framework
wbf-solutions
The Hetzner MCP with SSH server management. 60 tools — Cloud API + SSH in one MCP server.
srikaran7
muend
Secure local-first MCP server exposing 100 ArcGIS Pro / ArcPy geoprocessing tools to LLM agents. Two-process architecture, PathGuard filesystem sandboxing, and confirmation gates for destructive operations. Real geoprocessing requires local Windows + licensed ArcGIS Pro; cloud/co
armansiddiqui00
Repository for Cursor IDE and MCP servers testing
optimism-java
AntoNYak0
16 pay-per-call AI services: code audit, refactoring, DeFi analysis, Solidity scanner, SQL tools, trading signals. Powered by DeepSeek V4 Pro. Payment via x402 USDC.
mokso
EnreachVoice API MCP Server
vibelogin
Add authentication to Next.js apps through AI coding agents. Create projects, configure auth methods (email/password, magic link, email OTP, Google OAuth), set password policies, and scaffold auth code - all via MCP tools in Claude Desktop, Cursor, or Windsurf.
BrightNexo
A Model Context Protocol (MCP) wrapper for the Probo printing API. Simplifies interactions with Probo's print service through standardized, type-safe interfaces for product configuration, ordering, and status tracking.
impel-intelligence
MCP server for human-in-the-loop surveys, A/B preference tests, ratings, and rankings. Get real human feedback inside Claude Code, Claude Desktop, Cursor, Windsurf, and any MCP client
astein91
Intelligent API recommendation engine that silently picks the best APIs for your stack. Analyzes your project profile, compliance requirements, past decisions, and known issues to recommend the right provider for auth, payments, email, storage, and 25+ other categories.
yfedoseev
The code quality toolkit for the vibe coding era.
benestar
A Model Context Protocol (MCP) server that provides access to the Godbolt Compiler Explorer REST API endpoints. Built with the FastMCP Python library.
codingthefuturewithai
An MCP (Model Context Protocol) server designed to understand codebases and provide intelligent context to AI coding assistants
ph0smet
MCP server that gives coding agents program-analysis primitives — data flow, call graphs, taint analysis — so they reason from ground truth instead of grep-and-guess."
jrherediaramirez
MCP server enabling AI assistants (like Claude) to control Anki via AnkiConnect
rosedael
codingaslu
A lightweight implementation of the Model Context Protocol (MCP) server using Server-Sent Events. Features a Wikipedia article parser that converts content to Markdown format. Demonstrates client-server MCP communication over HTTP.
OmniSocKit
Turn your AI into a social platform development expert. 41 WeCom (Enterprise WeChat) AI SKILLs with 550+ API endpoints. Zero config, zero risk — knowledge delivery only.
Halleck45
Static code analyzer with MCP server. Gives AI agents access to complexity metrics, coupling analysis, community detection, risk scoring, and test quality, without reading every file.
ryaker
Simplified MCP Server Template for Node.js
fw-magic
cisp-mcp 是一个用 Python 编写的 CISP API MCP 服务,用于把 CISP 企业信息接口封装成可被大模型调用的 MCP tools。 项目使用 uv 管理依赖,基于 mcp Python SDK 的 FastMCP 开发,通过 CISP AI 网关 JSON 接口访问后端 API。
RUNFUNRUN
i-icc
MCP サーバーのテスト
elmapicms
An MCP server that connects AI agents like Cursor and Claude Code to your ElmapiCMS instance. Manage collections, fields, content entries, and assets programmatically through natural language.
nzdsf2-gif
RelayShield gives AI agents and developers real-time identity and infrastructure threat detection via a single REST API. Monitor breach exposure, SIM/eSIM swap attacks, and domain lookalikes. Install as a native MCP server for Claude Desktop and Claude Code in one line: pip insta
IlanKalendarov
mondaycom
Official monday.com MCP server
chordee
Project repository for mcp-server-shotgrid
naya-cat-1
calvinw
adappterxyz
ffpy
MCP-based SSH tool for LLMs to interact with remote servers.
marconae
Spec Oxide is a comprehensive workflow and toolset that enables spec-driven development for AI-assisted coding with Claude Code. You agree on what to build before any code is written. Spec Oxide ships a CLI and an MCP server to list and manage specifications as Markdown files as
endgame-hq
The cloud designed for use by AI Agents. Deploy rapidly, auto-test, and self heal apps via Cursor, Claude Code, Windsurf, etc.
EliFuzz
MCP server for API documentation, supporting GraphQL, OpenAPI/Swagger, and gRPC from local files or remote URLs
grossomanache
John-Selvinraj
EmundoT
Test w/ Figma MCP server to generate a pool services page
shibanshu12
Performance marketing diagnostics MCP server for Meta Ads. 15 tools for spend leak detection, creative fatigue analysis, audience decay monitoring, benchmarking, and custom SQL queries. Read-only SQLite security by default.
knyengera
rudraneel93
> MCP Guardian is a runtime security, cost governance, and health monitoring proxy for MCP infrastructure. Three-layer detection engine (regex → schema → LLM), YAML policy engine with hot-reload, 50+ secret patterns + Shannon entropy, AST command validation, JWT algorithm pinning
Model Context Protocol
A reference MCP extension demonstrating best practices and all available features
recipe-api
sathishj21
A modular FastAPI-based MCP (Model Context Protocol) server that supports reading local JSON and Excel files via HTTP API. Easily extensible for agents and automation tools like Flowsie AI or n8n. Includes Docker support and clean production-ready structure.
nacharyadev
Hello world example for MCP server
kkjzio
A quiz generator server based on Model Context Protocol (MCP) that generates Markdown questions according to requirements and converts them into HTML and Word format quiz files.
andrewsah
MCP server implementation in Rust
takunagai
Model Context Protocol(MCP) サーバーのボイラープレートとなるシンプルな実装です。
MCP-Mirror
Mirror of
webpeel
Web data API that just works. Pass any URL, get clean markdown — Cloudflare, JavaScript, CAPTCHAs handled automatically. No config needed. 97.6% success rate across 500+ domains. Free tier included.
hyorimitsu
A Model Context Protocol (MCP) server that enables AI assistants to interact with Amazon CloudWatch Logs through a standardized interface using AWS SDK.
falahgs
cafeTechne
Antigravity Link is an MCP server and mobile companion for Google's Antigravity IDE. It captures live snapshots of the Antigravity chat UI via Chrome DevTools Protocol and serves them to a mobile web client. From your phone you can send messages, upload files, stop AI generation,
RJiazhen
mythonaut
easysolutions906
Validate CPT/HCPCS code pairs against NCCI edits. Check if codes can be billed together, what modifiers are needed, and MUE unit limits. Prevents claim denials. No public API like this exists.
tuzumkuru
A centrally-deployed MCP server for Redmine with OAuth 2.0 authentication. An administrator deploys it once; users connect by authorizing through Redmine — no API keys or per-user setup required. Built with FastMCP 3.
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.