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MCP Servers

Discover awesome MCP servers.

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ProjectDocHelper

Stark1937

ProjectDocHelper is an MCP (Model Context Protocol) server designed to automatically generate project documentation and make it accessible to AI development tools like Cursor through MCP, thereby improving the accuracy and relevance of AI responses.

Other
@S

@p402/mcp Server

Z333Q

AI payment router for agents. Route 300+ LLMs via cost/quality/speed/balanced modes, enforce session budgets, and settle per-request in USDC on Base via x402 micropayments. 6 tools: p402_chat, p402_create_session, p402_get_session, p402_list_models, p402_compare_providers, p402_h

Other
JS

Jira Service Management MCP Server by CData

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 Jira Service Management (beta): https://www.cdata.com/download/download.aspx?sku=GKZK-V&type=beta

Version Control

Currency Exchange — Real-Time and Historical Rates

easysolutions906

Currency exchange tools for AI agents. Convert between 30+ currencies, get real-time rates, list supported currencies, and look up historical exchange rates back to 1999. European Central Bank data.

Finance & Commerce

Hacker News MCP — by NeCL – Neural Engineering & Cognitive Logic

adjacentai

Hacker News tools for AI agents (MCP server). Top stories, comments thread, full-text search via Algolia. No API key required. By NeCL.

Developer Tools

Reel Estate Mcp

TryReelEstate

Generate real estate listing videos from Claude, Cursor & any AI assistant. MCP server for Reel Estate — AI virtual staging, twilight photo editing, drone-style motion clips, voiceover, and one-click rendering for Instagram, TikTok & YouTube

Other

Vega-Lite MCP Server Troubleshooting

OneofGods

Troubleshooting guide for Vega-Lite MCP server integration with Claude

Other

coderider-mcp

victorzxj

jihulab mcp servers

Other

OpenStreetMap MCP Server

Subhashnaidudulla

OpenStreetMap MCP Server Implementation

Other

天气 MCP 服务器

odinggg

weather mcp server with openweather

Media & Design

Custom MCP Server with Enhanced Tools

suh4s

Other

Playwright Test Automation

Prathameshs

Experiments on using mcp for web automation using playwright / puppeteer map servers

Productivity

MCP Server for National Park Services Data

amysatterlee

Model Context Protocol (MCP) Server for National Park Services data

Data & Analytics

Swift Developer MCP Server

edgeengineer

A Local MCP server useful for Cross Platform Swift Development

Developer Tools

Gmail Server for Model Context Protocol (MCP)

MCP-Mirror

Mirror of

Communication

Robust new jupyter server

kshitijdesai99

I was facing issues with https://github.com/datalayer/jupyter-mcp-server

Data & Analytics
MS

Mcp Server For Stock And Crypto

aahl

Finance & Commerce

Internetsearch-mcp-server

mingdedi

一个用于联网搜索的MCP服务器

Other

Sse Mcp

iaamar

MCP server with SSE protocol

Other

OTTASIA

AIweather-Anurag

Where can I watch X in Y? Answer that question, in your AI assistant, for 30 Asian and Middle Eastern streaming markets. Wraps ottasia.com so the same data that powers our website is one prompt away. 3 tools: where_to_watch (specific title in a country), whats_new_on (latest arri

Other

Mcp_mlb_statsapi

mpizza

This project provides an MCP (Multi-Channel Pipeline) server that acts as a wrapper for the MLB Stats API. It allows you to easily access and process various MLB data points, including schedules, game results, and team information. This server is designed for efficient data retri

Data & Analytics

mcp-todo-server

pgustafs

Productivity

ssp-mcp-server

Asef00

Other

ModelContextProtocol (MCP) Java SDK v0.8.0 Specification

jayessdeesea

Instructions for an AI on how to create a Java based mcp server and client

Developer Tools

Getting Started with Create React App

myzhibie

这是一个测试mcp server的仓库

Other
RA

Rugcheck Ai

MrWizardlyLoaf

On-chain Solana token safety for AI trading agents — rug-pull & honeypot check, mint/freeze authority & Token-2022 trap detection before you buy, then a screened Jito-tipped (MEV-resistant) swap route.

Other
SM

SharePoint MCP Server node.js Based REST API

Zerg00s

Developer Tools

MCP Server for YNAB

amin3mej

Other

Subnetaiq

WinstonFrankBot

SubnetAIQ OpenClaw Skill — Bittensor intelligence for AI agents. Momentum scores, whale flows, mining directory, institutional tracking.

Developer Tools

WeCom Bot MCP Server

MCP-Mirror

Mirror of

Other

Email Mcp Server Simple

iamkaia

Communication
LB

LLM Bus

danieldoderlein

Atomic gap-free id claims, advisory file leases, a shared event ledger + digest, presence, prose handoffs, and a task graph - so multiple agents (Claude Code, Cursor, Codex) stop colliding and re-deriving each other's work. Native Streamable HTTP, one claude mcp add. Open source

AI & Agents

MCP Server × PostgreSQL on MIMIC‑IV

ambakick

Databases

PokeAPI MCP Server

katakyo

This project is an MCP server built with mcp_rb for retrieving Pokémon information.

Developer Tools

Mcp X Intelligence

fluyeporlaweb

Search viral content on X/Twitter, analyze any account,

Other

Bioconda-MCP-Server

JackKuo666

Other
FK

Flexible Key Value Extracting Mcp Server

KunihiroS

Other
SM

Stripe MCP Server by CData

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 Stripe (beta): https://www.cdata.com/download/download.aspx?sku=BOZK-V&type=beta

Finance & Commerce

Building a Remote MCP Server on Cloudflare (Without Auth)

janzheng

Developer Tools

mcp-server-sandbox

imghosty17

Reasoning
MM

Meta Mcp Proxy

nullplatform

A flexible Model Context Protocol (MCP) proxy that enables discovery and execution of tools across multiple MCP servers and JavaScript functions. Enabling to have a reduced context event if you have houndreds of tools. This mcp act as wrapper of other mcps (or libraries) doing a

Other

Deepwiki MCP Server

instructa

A MCP Server that gives you latest docs and data from the web

Other

Main

ThePresistence

Media & Design
M

MCP

otoTree

Other

HQ Pool Services Website

EmundoT

Test w/ Figma MCP server to generate a pool services page

Developer Tools
K

Kaomoji

frankunderwood-w

MCP Server that provides kaomoji between conversations for AI Agents

Other

Hindsight Mempalace

holetron

Self-hosted long-term memory for AI agents. An MCP server that gives agents persistent, hierarchical recall (L0–L3) over pgvector — retain preferences, decisions and observations, then recall them by topic across sessions. MIT, clone-and-run, requires Postgres + pgvector.

Other

Apollo.io MCP Server

edwardchoh

MCP server that exposes the Apollo.io API functionalities as tools

Other

MCP JS Server Template

ryaker

Simplified MCP Server Template for Node.js

Developer Tools
IA

Image Analyzer Mcp

asdqwsadq

Media & Design

MCP Server for Generating Chart Image (FastMCP + FastAPI)

qnnpnet

Developer Tools
MS

Mcp Server For Bitrix24

stemirkhan

# mcp-bitrix24

Other

🔐 get-mcp-keys

StuMason

A lightweight utility that securely loads API keys for Cursor MCP servers from your home directory, preventing accidental exposure of secrets in repositories. Keep your credentials safe while maintaining seamless integration with AI coding assistants.

Developer Tools

MCPServer

ganesh-karthick

A Simple MCP Server for enabling agentic workflow

Reasoning

MCP サーバーサンプル

ykitaza

Other
RM

Runcrucible Mcp

runcrucible

Run tests directly from Claude, Cursor, or Windsurf. Detects Jest, Vitest, pytest, Mocha automatically.

Other

mcp-servers

mustafa-reza

Other

🚢 TitanicAIAnalysis: Análisis de Datos con Claude y MCP

IzarLabs

MCP Server para análisis de datos sobre dataset del Titanic

AI & Agents
SM

Searchfetch - Mcp Server For Web Search And Fetching

maxylev

A maximum fault-tolerant, stealth-enabled Model Context Protocol (MCP) server for web searching and content fetching. Built specifically for AI Agents (Cursor, Claude Desktop, OpenHands), it completely bypasses bot detection (Cloudflare Turnstile, Datadome), dynamically handles S

Search

Pituitary

dusk-network

Catch spec drift before it catches you. Pituitary indexes your specs, docs, and decision records, then detects overlap,

Other

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.