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.
pelikhan
A MCP server framework for the BBC micro:bit and MakeCode
emicklei
MCP server (STDIO) that uses melrose tool to play musical expressions
amotivv
This project demonstrates how to use Cloudflare Browser Rendering to extract web content for LLM context. It includes experiments with the REST API and Workers Binding API, as well as an MCP server implementation that can be used to provide web context to LLMs.
OpsLevel
Model Context Protocol (MCP) server for OpsLevel
hydrolix
An MCP server for Hydrolix
getsentry
Model Context Protocol (MCP) server for Sentry
GarethCott
douglarek
🔎 A MCP server for Unsplash image search.
jagan-shanmugam
A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.
sukeesh
MCP Server for Zerodha written in Golang
abshkbh
MCP server for https://github.com/abshkbh/arrakis
datafe
Alibaba cloud MaxCompute (ODPS) MCP server implemented by python
erhwenkuo
About 一個用來讓 AI Agent 可透過 SearXNG 服務來搜尋外部網站內容與資訊的 MCP server 。
iRahulPandey
mcp server for mlflow
xinthink
Connect your Readwise Reader library to LLMs.
SylphxAI
Lightning-fast semantic code search with AST chunking (15+ languages) - Hybrid TF-IDF + Vector, MCP-ready for AI assistants
crisschan
godwin3737
cometchat
Add real-time chat, voice, video & moderation to your app.
bornpresident
A Model Context Protocol (MCP) server that integrates with the MISP (Malware Information Sharing Platform) to provide threat intelligence capabilities to Large Language Models.
iRahulPandey
mcp server for mlflow
hide-org
MCP server for Hide
tomohiro1850
microsoft
Future location for a deployable MCP server to turn internal databases, APIs, and more services into MCP tools for internal LLM apps.
kilkelly
Send Nano currency from AI agents/LLMs
yuru-sha
Sample MCP Server for Dify AI
arush15june
MCP Server for Zammad API
hmk
A Box model context protocol server to search, read and access files
mgraczyk
An MCP server that gives AI agents tools to query large JSON files
r3-yamauchi
MCP server for kintone サンプル (Unofficial) https://www.r3it.com/blog/kintone-mcp-server-20250115-yamauchi https://www.r3it.com/blog/kintone-ai-lab-20250501-yamauchi
c-cf
This MCP server integrates with the free IMF data API to provide a set of tools and resources for retrieving and processing economic data. It enables users to query datasets, fetch time series data, and list available indicators and countries, making it easier to work with IMF da
rendyfebry
A Model Context Protocol (MCP) server for the Google Programmable Search Engine (PSE) API
jlfwong
jlgrimes
MCP server for Pokemon cards
XirtamEsrevni
An MCP-compatible server providing atomistic simulation capabilities through ASE, pymatgen, etc.
macrat
MCP server for kintone
Xyber-Labs
MCP servers collection
ZephyrDeng
A TypeScript-based Model Context Protocol (MCP) server for viewing, filtering, sorting, and updating CSV/XLSX spreadsheet files via LLM or API integration.
rakeshgangwar
seohyunjun
OpenSearch MCP Server: Open-source search cluster management component
csonigo
MCP server for interacting with Data.gouv.fr API
mailgun
Model Context Protocol server implementation of Mailjet's APIs
joeymeere
A framework for building simple MCP servers with custom middleware
jin38324
Model Context Protocol (MCP) server for OCI Documentation
Junhan2
MCP server for Google Gemini 2.5 Flash Image preview (text-to-image, editing, composition)
apenugon
An MCP server to give Claude easy access to pulling docs
CaChiJ
Kakao Mobility MCP Server for directions and transit information
aaomidi
An MCP server providing common Bazel actions like build, test, and dependency analysis.
jwaxman19
An MCP server to run qlik
miiton
A mcp server that supports hybrid search for meilisearch written in Go
imprvhub
An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).
caretdev
InterSystems IRIS MCP server
xinthink
Connect your Readwise Reader library to LLMs.
mark3labs
MCP server that integrates with the BlockSec https://blocksec.com platform to provide blockchain transaction analysis.
jhgaylor
A Python MCP Server for hirebase.org's API
yangbuyiya
这是一个基于 MCP (Model Context Protocol) 协议的服务器,专门用于自动化发布文章到腾讯云开发者社区。通过集成 Spring Boot 3.x 和 Spring AI,为 AI 助手提供了与腾讯云开发者社区交互的能力,实现文章的自动发布和管理。
huang-sh
MCP server for Scanpy
narumiruna
andrewginns
Python MCP Server abstracting the official mermaid-cli for ease of use
rados10
MCP server for accessing YouTube Watch Later playlist
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.