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MCP Servers

Discover awesome MCP servers.

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micro-mcp

pelikhan

A MCP server framework for the BBC micro:bit and MakeCode

11Other

Melrose Mcp

emicklei

MCP server (STDIO) that uses melrose tool to play musical expressions

11Other

Cloudflare Browser Rendering Experiments & MCP Server

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.

11Browser Automation

OpsLevel MCP Server

OpsLevel

Model Context Protocol (MCP) server for OpsLevel

11Other

Hydrolix MCP Server

hydrolix

An MCP server for Hydrolix

11Other

Sentry MCP Server

getsentry

Model Context Protocol (MCP) server for Sentry

11Developer Tools

PostgreSQL MCP Server (Enhanced)

GarethCott

11Databases

Unsplash MCP Server

douglarek

🔎 A MCP server for Unsplash image search.

11Other

Climatiq MCP Server

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.

11Other

Zerodha MCP Server

sukeesh

MCP Server for Zerodha written in Golang

11Other

Arrakis MCP Server

abshkbh

MCP server for https://github.com/abshkbh/arrakis

11Other

MaxCompute MCP Server

datafe

Alibaba cloud MaxCompute (ODPS) MCP server implemented by python

11Other

mcp-searxng

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 。

11Other

MLflow MCP Server: Natural Language Interface for MLflow

iRahulPandey

mcp server for mlflow

11Other

Reader Server

xinthink

Connect your Readwise Reader library to LLMs.

11Other

Coderag

SylphxAI

Lightning-fast semantic code search with AST chunking (15+ languages) - Hybrid TF-IDF + Vector, MCP-ready for AI assistants

11Other

Mcp Repo2llm Server

crisschan

11Other

Microsoft 365 File Search MCP Server (SharePoint & OneDrive)

godwin3737

11Search

CometChat Docs

cometchat

Add real-time chat, voice, video & moderation to your app.

11Developer Tools

MISP MCP Server

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.

11Other

mlflowAgent

iRahulPandey

mcp server for mlflow

11Other

Hide MCP server

hide-org

MCP server for Hide

11Other

Backlog MCP サーバー

tomohiro1850

11Other

Project

microsoft

Future location for a deployable MCP server to turn internal databases, APIs, and more services into MCP tools for internal LLM apps.

11Other

Nano Currency MCP Server

kilkelly

Send Nano currency from AI agents/LLMs

11Other

mcp-server-dify

yuru-sha

Sample MCP Server for Dify AI

11Other

zammad-go-mcp

arush15june

MCP Server for Zammad API

11Other

box-mcp-server

hmk

A Box model context protocol server to search, read and access files

11Files & Storage

JSON Query MCP

mgraczyk

An MCP server that gives AI agents tools to query large JSON files

11Other

MCP server for kintone サンプル

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

11Other

IMF Data MCP

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

11Data & Analytics

Google Programmable Search Engine (PSE) MCP Server

rendyfebry

A Model Context Protocol (MCP) server for the Google Programmable Search Engine (PSE) API

11Search

Food Data Central MCP Server

jlfwong

11Data & Analytics

Pokemon TCG Card Search MCP

jlgrimes

MCP server for Pokemon cards

11Search

Atomistic Toolkit MCP Server

XirtamEsrevni

An MCP-compatible server providing atomistic simulation capabilities through ASE, pymatgen, etc.

11Developer Tools

MCP server for kintone

macrat

MCP server for kintone

11Other

MCP Server - Tavily Web Search

Xyber-Labs

MCP servers collection

11Search

Spreadsheet MCP Server (@zephyr-mcp/spreadsheet)

ZephyrDeng

A TypeScript-based Model Context Protocol (MCP) server for viewing, filtering, sorting, and updating CSV/XLSX spreadsheet files via LLM or API integration.

11Other

Formula One MCP Server

rakeshgangwar

11Other

OpenSearch MCP Server

seohyunjun

OpenSearch MCP Server: Open-source search cluster management component

11Databases

Data Gouv MCP Server

csonigo

MCP server for interacting with Data.gouv.fr API

11Data & Analytics

Mailjet Mcp Server

mailgun

Model Context Protocol server implementation of Mailjet's APIs

11Other

eMCP

joeymeere

A framework for building simple MCP servers with custom middleware

11Other

OCI Documentation MCP Server

jin38324

Model Context Protocol (MCP) server for OCI Documentation

11Memory & Knowledge

Gemini Nanobanana Mcp

Junhan2

MCP server for Google Gemini 2.5 Flash Image preview (text-to-image, editing, composition)

11AI & Agents

Hackage Documentation MCP

apenugon

An MCP server to give Claude easy access to pulling docs

11Memory & Knowledge

Kakao Mobility Mcp Server

CaChiJ

Kakao Mobility MCP Server for directions and transit information

11Other

Bazel MCP Server

aaomidi

An MCP server providing common Bazel actions like build, test, and dependency analysis.

11Developer Tools

Qlik MCP Server

jwaxman19

An MCP server to run qlik

11Other

Meilisearch Hybrid Search MCP Server

miiton

A mcp server that supports hybrid search for meilisearch written in Go

11Search

MCP Claude Hacker News

imprvhub

An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).

11AI & Agents

mcp-server-iris: An InterSystems IRIS MCP server

caretdev

InterSystems IRIS MCP server

11Other

Reader MCP Server

xinthink

Connect your Readwise Reader library to LLMs.

11Other

Phalcon MCP Server

mark3labs

MCP server that integrates with the BlockSec https://blocksec.com platform to provide blockchain transaction analysis.

11Other

HireBase MCP Server

jhgaylor

A Python MCP Server for hirebase.org's API

11Other

腾讯云开发者社区文章发布 MCP 服务器

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。

11Other

Scanpy MCP server

huang-sh

MCP server for Scanpy

11Other

Gitingest MCP Server

narumiruna

11Other

Mermaid MCP Server

andrewginns

Python MCP Server abstracting the official mermaid-cli for ease of use

11Other

YouTube Watch Later MCP Server

rados10

MCP server for accessing YouTube Watch Later playlist

11Media & Design

Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

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.

2

How do I install an MCP server?

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.

3

Are MCP servers free to use?

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.

4

What is the difference between local and remote MCP servers?

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.

5

Which AI clients can connect to MCP servers?

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.

6

How can I evaluate whether an MCP server is safe and reliable?

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.