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.
nihal1294
A Python CLI tool that generates a basic Node.js/TypeScript MCP server from an OpenAPI v3 spec (JSON/YAML), mapping each operation to an MCP tool.
tct-danny
va99
Napier helps you install MCP servers from prompt.
MCP-Mirror
Mirror of
WojciechMatuszewski
lamcearber-spec
PageSpeed, WHOIS, DNS, SSL checks, and site health analysis for AI agents. 6 tools, free, no API key.
kk520879
素描化
apifyforge
Critical minerals supply chain risk intelligence — quantified, sourced, and ready for your AI agent.
leo-runningcoach
AI running coach that syncs your Strava data, builds personalized training plans, manages your race calendar, tracks body signals and shoes, and assigns you a running character. Join pack challenges and collective expeditions with your community. Backed by 70+ sports science pape
nentgroup
POC of a Viaplay MCP Server
24sama
MCP server for OpenShift.
Pantagrueliste
Helps AI agents read and write valid TEI XML. Look up elements, check what goes where, validate documents, and apply project-specific customisations. Provides 16 tools covering element/class/macro lookup, attribute resolution across the full class hierarchy, content model expansi
2252
Silent-office MCP server (silentoffices.com)
aadversteeg
A Model Context Protocol (MCP) server implementing a echo service using .NETCORE
wxy0724
mcp server clodl
MCP-Mirror
Mirror of
mzagar
A Model Context Protocol (MCP) server that provides PlantUML diagram generation capabilities for Claude Desktop and Claude Code.
Bill1907
cygkichi
J-Quants APIの無償版で利用可能な機能のMCPサーバー
tedlikeskix
An XRP Ledger Model Context Protocol (MCP) server enables secure, controlled interactions between Large Language Models (LLMs) and the XRP Ledger, facilitating tasks such as transaction submissions and ledger queries.
delmas41
PhelanShao
PLUMED2 Smart Input Generator - An MCP-based assistant for molecular dynamics enhanced sampling configurations that automatically generates optimized PLUMED input files, supporting metadynamics, umbrella sampling, and other enhanced sampling methods with built-in syntax validatio
timhosey
PlayTonight is an MCP server for enabling querying of your game library with a LLM for casual suggestions calculated in an intelligent way.
yamanoku
Model Context Protocol server that generates appropriate alternative text for images using ALT decision tree
MCP-Mirror
Mirror of
patricleehua
一个封装了hyperliquid交易的mcp工具,可以给模型对hyperliquid进行交易
yop-platform
The Yeepay MCP service provides integration with Yeepay services via the Model Context Protocol (MCP).
tanjibpa
anishksk
opestro
BlockRunAI
tushar1998
MCP Server for managing contentstack tool
widoriezebos
A Java-based Model Context Protocol (MCP) server that provides deep introspection, monitoring, debugging, and REPL capabilities for Java applications. Descartes enables AI assistants to interact with running Java processes through a comprehensive set of tools and resources.
leminkhoa
My Databricks MCP server to interact with Databricks through LLM models
liangjunyu2010
Baidu Cloud LLM Security MCP Server focuses on addressing security issues such as compliance with generative content for third-party big models, internal security improvements for big models, and risk convergence for normalized big model operations
thrkrdk
Model Context Protocol: Client application with Langchain4j for spring boot ai mcp server
alvnavraii
MCP Server to manage PostGress and SQLite. In fact, you could use any Database Engine
erichung9060
A lightweight MCP server providing a sleep tool for LLMs to wait for specified durations. Perfect for API response delays and controlled timing in AI workflows.
hekmon8
MCP Hub tool工具可以通过`search_mcp`可按关键词搜索MCP工具列表,再通过`get_mcp_detail`查看详细说明(如功能、安装步骤等)。用户可快速定位所需工具并获取部署指南,如Python的`pip install`或Docker集成方式,提升开发效率,数据基于MCP Hub数据库,支持精准筛选和元数据检索。
huangxinping
A IP MCP server.
zhkzly
mcp example from webset
xixian
MCP Client and Server Implementation with Functions
syncable-dev
Memtrace — Structural Memory for AI Coding Agents
barnett617
MCP server for enforcing markdownlint rules on generated markdown content
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free [CData MCP Server for Presto (beta)](https://www.cdata.com/download/download.aspx?sku=ORZK-V&type=beta).
kafkaphoenix
Cuneiform Digital Library Initiative MCP Server
PhanMa01
MCP remote context server for Copilot integration
washyu
Ansible MCP Server for intelligent infrastructure management
unxai
runninghare
A Model Context Protocol (MCP) server that helps AI code editors find TypeScript symbol definitions in your codebase. This tool is particularly useful when you need to locate the original definition of imported symbols, classes, interfaces, or functions in a TypeScript project.
jeremysilva1098
MCP server for strava
windwhinny
sarapab-th
Free AI-readable directory of 3,520 local businesses across 14 Southeast-Asian cities (Bangkok, Singapore, Bali, Kuala Lumpur, Manila, Ho Chi Minh City, Hanoi, Da Nang, Chiang Mai, Pattaya, Koh Samui, Koh Phangan, Phnom Penh, Yangon). Tools: search_places, get_place — structured
wxkingstar
本插件为 Model Context Protocol(MCP)提供了企业级 OpenAPI 文档能力,自动聚合并标准化 企业微信 与 飞书 等的开放接口文档。
kranners
MCP server for retrieving recent activity across a number of platforms
haojiasheng
Add Two Number
altudev
Next.js ile oluşturulmuş MCP Server projesi
unclaimed-sol
Scan and claim reclaimable SOL from dormant Solana wallet accounts. The first Vibe Claiming MCP server.
russellkt
drewstaylor
Basic MCP server example using rmcp crate (requires rustup nightly)
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.