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.
blake365
MCP server for accessing geologic data with the Macrostrat API
coding-alt
Run MCP stdio servers over SSE and SSE over stdio. AI gateway.
oaslananka
MCP server for EasyEDA Pro: PCB inspection, BOM sourcing, manufacturing export, and AI-assisted hardware review.
ca-risken
RISKEN's official MCP Server
hamibot
用于与 Hamibot API 进行交互。它提供了一系列工具来管理和控制 Hamibot 设备及脚本
evanshortiss
A sample MCP Server and Agent that uses it to pull data from a Backstage instanace
mstfe
Node.js server implementing Model Context Protocol (MCP) for Google Tasks
zxs731
mahecode
normal-coder
Let AI operate Gitee Repositories / Issues / Pull Requests for you through MCP
aal80
piiiico
Supply chain security risk scorer for npm, PyPI, Cargo, and Go — behavioral signals that can't be faked
coucya
Web Content Retrieval (full webpage, filtered content, or Markdown-converted), Custom User-Agent, Multi-HTTP Method Support (GET/POST/PUT/DELETE/PATCH), LLM-Controlled Request Headers, LLM-Accessible Response Headers, and more.
shijianzhong
针对操作个人电脑的mcp服务器,该项目当前主要针对smart-pet-with-mcp项目的搭配演示用
pab1it0
A Model Context Protocol (MCP) server for Polymarket's Gamma Markets API.
ryoureddy
A specialized MCP server for Claude Desktop that enhances AI-assisted medical learning
mrgoonie
TypeScript Model Context Protocol (MCP) server for ReviewWebsite. Includes CLI support and extensible structure for connecting AI systems (LLMs) to ReviewWeb.site API
Digilac
An MCP (Model Context Protocol) server for interacting with simap.ch, Switzerland's public procurement platform.
piddlingtuna
A Model Context Protocol (MCP) server for TfNSW's realtime alerts API
tradercjz
dolphindb-mcp-server
Cheffromspace
Tibiritabara
Postgres MCP server
mika-f
uMCP is a server implementation of the MCP protocol, designed for working with the AI in Unity.
ivanlhz
nonead
nUR_MCP_SERVER is an intelligent industrial collaborative robot control middleware system built based on the MCP (Model Control Protocol) interface protocol. It realizes the natural language interactive control of industrial robots by integrating a large language model (LLM).
mbcrawfo
Model Context Protocol (MCP) server allowing LLMs to store and search knowledge in a SQLite database
tzolov
Docker image for the MCP everything server with SSE transport
bigcoder84
mcp-excel-server is a project based on the Spring AI MCP framework. Its main function is to provide large language model (LLM) with the ability to read and write local Excel files with the help of MCP protocol.
iic-llm-solution
全妙新闻播报MCP Server 是一个基于阿里云百炼API的新闻聚合服务,专注于实时获取热点新闻资讯。
StrawHatAI
MCP server stack for Claude that gives it terminal control
zizzfizzix
Model Context Protocol (MCP) server for Bing Webmaster Tools (BWT) allowing Claude.ai and other clients to interact with the BWT API
YiyangLi
causa-prima-ai
Scribo MCP server — generate EN 16931-compliant e-invoices (ZUGFeRD, XRechnung, US plain PDF; Factur-X, Facturae, Peppol coming soon) from Claude, Cursor, Cline, ChatGPT & any MCP client. Free, hosted, no signup. Registry metadata, schemas & examples.
binalyze
Binalyze AIR MCP Server
derisk-ai
MCPServers in the DevOps domain.
jzinno
A MCP server to interface with Biomart
gabrielmaialva33
A secure Model Context Protocol (MCP) server providing filesystem access within predefined directories
kiwamizamurai
MCP server implementation for Kibela API integration
gkhays
MCP server that retrieves CVE information
ImVirtue
Building an Rag-based HR chatbot for providing rules in workplace with MCP server
noboru-i
MCP Server for the Nature Remo API.
jiawei686
mcp server for wechat dev tools
fortunto2
MCP server for interacting with the Prefect API
JoshuaRL
This project takes a number of MCP servers from GitHub locations, packages them together with this repo's GHCR container, and launches them with docker-compose to run as a stack for ML/AI resources.
Cognitive-Stack
Volume Wall Detector MCP delivers real-time stock volume analysis and imbalance tracking with MongoDB storage, powered by the open Model Context Protocol (MCP).
ahnopologetic
samwang0723
MCP Server for long term memory graph
rafaeljusto
Teamwork.com extra AI capabilities
prembobby39-gif
UIMax MCP — Turns Claude Code into a frontend expert that reviews and fixes your UI automatically. Free for Pro plan users.
torohash
playwright/mcpをsseで外部から触るためのやつ
crawlab-team
rezi-io
docs
dend
🪐 MCP server for Halo Infinite.
lucygoodchild
A Model Context Protocol (MCP) server to retrieve train schedules from National Rail
Ejb503
A specialized Model Context Protocol (MCP) server that enables AI-powered interview roleplay scenarios
PhelanShao
Enables large language models to correctly query molecular databases and generate structure files
marioluciofjr
Repositório com um MCP-Server simples com seis tipos de mapas mentais diferentes.
boleyn
文件资料查找mcp服务
1595901624
A Model Context Protocol (MCP) server for generating simple QR codes. Support custom QR code styles.
SamMorrowDrums
A minimal Model Context Protocol (MCP) server in TypeScript with hello tool, markdown resource, and prompt. Includes VS Code/devcontainer setup and documentation.
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.