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MCP Servers

Discover awesome MCP servers.

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mcp_server

sharmamukesh04

Other

Gaphor MCP Server

amolenaar

Interact with models

Other

Klaviyo MCP Server

relay-commerce

Other

Krep MCP Server

MCP-Mirror

Mirror of

Other
SM

Shopops Mcp

enzoemir1

AI-powered e-commerce operations manager for Shopify and

Other
D

Dashy

Lissy93

Other

Hl Vaults X402

Br0ski777

Hyperliquid vault summaries — APR, TVL, PnL, followers. -- x402 micropayment API + MCP server for AI agents

Developer Tools
DQ

Dex Quotes X402

Br0ski777

x402 micropayment API for AI agents. Gets real-time DEX price quotes. Pay per call with USDC on Base.

Other
V

Vibeue

kevinpbuckley

Unreal Engine MCP

Other

Diagrammo (dgmo)

diagrammo

MCP server for rendering DGMO diagrams. Generate sequence diagrams, flowcharts, ER diagrams, C4 architecture, gantt charts, kanban, sitemaps, mind maps, and 30+ other chart types from concise text markup.

Other

mcp-servers

yomogiu

Other

AI Engineer Neo4j Memory MCP Demo

a-s-g93

A short demo of the Neo4j Memory MCP server.

Memory & Knowledge
AM

Akto MCP

akto-api-security

Other

MCP_Servers

Baptoshi

Top MCP Servers to use with AI

Other
IA

Ishay Almuly

ishayoyo

Don't just read_file. Have a conversation. Ask "What were our total sales in Q4?" or "Find the top 5 employees by performance score" and get immediate, actionable answers.

Other

Satstream MCP Server

satstream

MCP Server for Satstream API

Other

🤖 Large Language Models (LLMs)

RahulSaini02

This repo is dedicated to learning and working with large language models (LLMs), prompt engineering, and modern GenAI tools such as LangChain, RAG, and vector databases.

Memory & Knowledge

MCP Server Backup

MarkPushRec

Backup of MCP server with rope tool implementation

Other

Buu AI MCP Server

Buu-AI

This server acts as a command execution gateway for the Buu platform, exposing tools to manage teams, subthreads, and generation requests using a standardized MCP interface.

Other
M

MCPcalc

robrighter

300+ calculators for AI agents via the Model Context Protocol. MCPCalc is a hosted MCP server that gives AI agents (Claude, ChatGPT, and others) access to a comprehensive library of calculators spanning finance, math, health, construction, engineering, food, automotive, and more

AI & Agents

ShipHero MCP Server

mattcoatsworth

Other

mcp-server-yahoo-finance MCP server

MCP-Mirror

Mirror of

Finance & Commerce

서울시 교통 데이터 MCP 서버

CaChiJ

서울시 교통 데이터 MCP 서버 - 실시간 교통 정보, 대중교통, 따릉이 등의 데이터를 제공하는 MCP 서버

Data & Analytics

MCP

SweetingTech

MCP server

Other

🤖 Deno Model Context Protocol (MCP) Agent Template Repository

phughesmcr

A template Model Context Protocol server in Deno

Developer Tools

Summarization Functions

Braffolk

Provides summarised output from various actions that could otherwise eat up tokens and cause crashes for AI agents

Other
ET

Easy To Record Your Everything

gxdbox

Other

voxbuilder-mcp-local

tobylai-toby

(Demo) MCP Server to create and draw .vox models file locally

Other

Gas Estimator X402

Br0ski777

Multi-chain gas prices in one call -- ETH, Base, Polygon, Arbitrum, BSC. Compare chains to find cheapest. -- x402 micropayment API + MCP server for AI agents

Other
MC

Md5 Calculator

tanker327

Other

Repo Graph

James-Chahwan

Structural graph memory for AI coding assistants. repo-graph maps your codebase entities, relationships, and feature flows so the model navigates to the right files instead of reading everything first. Tree-sitter, 20+ languages, frontend to backend and more, any MCP client.

Version Control

MCP Playground

faranahmadk

MCP Java Client/Server using Spring AI

Other

mcp-mysql

tinkermend

Building a MySQL MCP Server from the DBA perspective

Databases

Polymarket Mcp Server

mrlarryjohnson111

A production MCP server giving AI agents live Polymarket data as native tools: market search and prices, insider-scored whale trades (each verifiable by on-chain tx hash), trader leaderboards across 10 categories and 4 time windows, and wallet P&L profiles. Hosted on Apify (Strea

Other

Korture Hiring

skprasad-korture

Other

MCP Server (Master Control Program) 🚀

dieegoZX

Other

YouTube MCP(Model Context Protcol) Server

PrajwalPrashanth

MCP server to fetch and extract transcripts from YouTube videos. Enable AI/LLMs to have access to transcripts for further actions like summarize, write blog..

Media & Design

mcp-sondehub

LukePrior

A MCP Server for the SondeHub API primarily to experiment with MCP

Other

Searoute

Project-Harrison

A Maritime Routing MCP Server that computes sea routes and geodesic distances using searoute and geopy. Built for maritime operations and research.

Other

realtime-crypto-mcp-server

smhnkmr

A real-time cryptocurrency data provider for Model Context Protocol servers.

Finance & Commerce
D

Deskpricer

JohnJohnJohnJohn

Install: pip install deskpricer

Other

mcp-server-client

Michdriod

Other

Taskpile.app

twomasc

Never forget a thing. Stay focused on what matters today. Taskpile is a personal task tracker that catches every thought, errand, or "I should…" in seconds — from Claude, ChatGPT, Cursor, Le Chat, Lovable, or any MCP-compatible chat client.

AI & Agents

MCP-Server

ahmedyar7

Other
SV

Short Video Agent Kit

davidmosiah

AI & Agents

MCP Prompt Server

jamisliao

Other

MongoDB MCP Server

ryaker

A Model Context Protocol server for MongoDB integration with Claude

Databases

MCPServer

z-waterking

A repository for practicing MCP Server develop

Other

MCP Server Discord Webhook

genm

Discord Webhook MCP Server

Communication

Logseq MCP Server

calvincchan

Memory & Knowledge
LH

Local History

xxczaki

MCP server for accessing VS Code/Cursor Local History. Useful for file recovery.

Developer Tools

Wikipedia MCP Image Crawler

dazeb

A Wikipedia Image Search Tool. Follows Creative Commons Licences for images and uses them in your projects via Claude Desktop/Cline.

Media & Design
GI

Gemini Image Studio

udhaykumarbala

MCP server for AI image generation and editing with Google Gemini (NanoBanana). Features structured JSON editing — decompose any image into a blueprint, then edit specific components with dot-notation paths. 5 tools, 10 built-in presets for ads, web, and social media.

Media & Design

MCP System Info Server

allenbijo

MCP Server to get system info

Other
IP

India Payments Mcp

junter1989k-ai

KP

Kenya Payments Mcp

junter1989k-ai

CP

Chile Payments Mcp

junter1989k-ai

API Auto MCP Server

RJiazhen

Developer Tools
CM

Cubox Mcp

yangzec

A MCP Server for Cubox

Other

README

yoshichiba

rails-mcp-server Gemのデモアプリです。

Memory & Knowledge

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.