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MCP Servers

Discover awesome MCP servers.

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Mermaid MCP Server

abekdwight

An MCP server providing tools for validating and rendering Mermaid diagrams.

Other

ckanext-mcp

unckan

An MCP server to answer questions about data

Other

MCP テンプレート

SiroSuzume

MCPサーバーのテンプレート模索

Developer Tools

Jupyter MCP Server for Claude Desktop

harshitha-8

Jupyter MCP Server Jupyter MCP Server is an implementation of the Model Context Protocol (MCP) server that enables interaction with Jupyter notebooks running in any JupyterLab environment, including your local JupyterLab instance

Data & Analytics
VV

Vat Validator MCP

OjasKord

VAT number validation for AI agents. EU VIES, UK HMRC, and Australian ABN in one call. Catches invoice fraud and verifies supplier registrations.

Other

MCP Servers Collection

asterism45

Other
BW

Bitget Wallet Mcp

bitget-wallet-ai-lab

Bitget Wallet Mcp

Other

Installation

dev-johnny-gh

Other

Forge MCP Server

believemanasseh

MCP server for project scaffolding agent.

Other
T

T2000

mission69b

A bank account for AI agents. Five accounts. Earn, borrow, invest, exchange — autonomously.

Other

Introduction to MCP

LiteObject

Minimal MCP server/client example demonstrating basic calculator operations via SSE and stdio transports.Minimal MCP server/client example demonstrating basic calculator operations via SSE and stdio transports.

Other

A Simple MCP weather Server written in TypeScript

phatpham-katalon

Media & Design
OM

Org Mcp

laurynas-biveinis

org-mcp is an Emacs package that implements a Model Context Protocol (MCP) server for Org-mode. It enables AI assistants and other MCP clients to interact with your Org files through a structured API.

Other
CP

Cyprus Payments Mcp

junter1989k-ai

墨问创作助手

we-mowen

墨问是集记录、创作和分享于一体的智能笔记工具和内容社区,让有价值的内容,在人与人之间流动。

Memory & Knowledge

MCP Tunnel

leomercier

MCP server for accessing VM command line with web tunneling

Other
A

Archonmcp

herhu

Other

Airtable MCP Server Setup

AliMHJR

Airtable MCP server configuration and documentation

Developer Tools

Building a Remote MCP Server on Cloudflare (Without Auth)

amahara-dev

Developer Tools
XM

X402 Multi Chain Blockchain Gateway

trevorflipper

Other

mcp-server-email MCP server

RKeelan

Give your AI assistant an email address

Communication

MCP HONO SERVER

wudongjie

A template for using hono to serve MCP server in streamableHTTP

Developer Tools

Patreon

KyuRish

Give AI assistants access to your Patreon creator data. View campaigns, patrons, tiers, and posts. Privacy-hardened - no patron emails or notes are ever requested.

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

Adextract Mcp Server

ad-vertly

Adextract Mcp Server

Media & Design
IL

Israeli Land Authority (רמ״י) Unofficial Mcp Server

barvhaim

A Model Context Protocol (MCP) server that provides programmatic access to Israeli Land Authority (רמ״י) public tender data.

Other

Gmail MCP

ykuchiki

MCP server for Gmail API implemented in Python. Enables AI Agents to send, receive, search emails and manage labels in Gmail.

Communication

ArtistAlly Conferences MCP

system-alchemist

Free fan-convention data for AI agents: dates, registration windows & table costs, US & Canada

mcp-test-openshift

blumareks

Red Hat Openshift test for MCP server

Developer Tools

mcp-remote-server

PhanMa01

MCP remote context server for Copilot integration

Other

WIP: Caution!!! AI code and probably wrong in many ways though it "runs".

angrysky56

TypeScript MCP server for managing workspace databases with filesystem integration

Databases
MG

MCP GraphDB

keonchennl

A Model Context Protocol server that provides read only access to graphs in a certain repository in Ontotext GraphDB. This server enables LLMs to execute SPARQL queries.

Other

SQLite MCP Server

isaacgounton

Databases

Linux AI

prosandmusic

MCP Server wrapping D-bus for Ai Infused Linux

Other

<server_id>@longjianjiang/mermaid-mcp-server</server_id> <server_name>Mermaid MCP Server</server_name> Mermaid MCP Server

longjianjiang

Other

Google-Air-Quality-MCP

danielrosehill

WIP - MCP server for querying Google Map's environmental API to retrieve air quality data for a geolocation

Other

Run the MCP Client

dazzaji

Other
MC

Mcp Cryptokit Infosec

sansec-ai

Other

GitHub MCP Bridge 🌉

vipink1203

A powerful Model Context Protocol (MCP) server for GitHub Enterprise that enables AI agents to access and manage enterprise users, organizations, and licenses.

Version Control

AKShare MCP Server

ttjslbz001

Other

QuickBooks Time MCP Server (Combined)

aallsbury

A Message Control Protocol (MCP) server that provides unified access to QuickBooks Time API functionality. Developed with AI assistance.

Productivity

Basic Math MCP Server

Ajinkya259

Other

mcp-servers

KalyanbrataMaity

MCP Server building examples

Other
C

CodeGraphContext

Shashankss1205

An MCP server that indexes local code into a graph database to provide context to AI assistants.

Other

MCP Server for Paddle Billing

MCP-Mirror

Mirror of

Other

Mcp Server Code Analyzer

sergiubalauca

Developer Tools

mcp-client-server

sujaykundu777

Node express and React based MCP client server demo

Other

MCP OpenAPI

electrocucaracha

MCP Generator using OpenAPI spec

Other

test-repo-456

sugamass

Test repository created via GitHub MCP server

Version Control
MS

Mcp Server Markdown

ofershap

Other

MinimalMCP

mikekistler

An MCP Server using Minimal APIs

Other
NM

Nanobanana Mcp Server

zhongweili

A MCP server that provides AI-powered image generation capabilities through Google's Gemini 2.5 Flash Image model.

Other

Forge - GPU Kernel Optimization

RightNow-AI

Turn slow PyTorch into fast CUDA/Triton kernels. 32 parallel swarm agents optimize your code on real datacenter GPUs (B200, H200, H100, A100) with up to 14x speedup over torch.compile.

Other

Weather MCP Server

bittush8789

Creating MCP (Model Context Protocol) weather-related projects involves setting up an MCP server that can fetch and provide weather data.

Media & Design

Shieldly

shieldly-io

AI-Powered Security Analysis for AWS — official MCP server. Analyze IAM policies and CloudFormation templates from any MCP client.

Cloud & Infrastructure

Xcode MCP Server

zackbissell

Other

mcp-agent

ChrCoello

rummaging around mcp servers and ai agents

AI & Agents
TG

Tessen Grader

tessen

Tessen grades trading strategies honestly: your agent writes a strategy as a declarative AgentSpec, Tessen backtests it against real out-of-sample market data and returns an A–F grade with the numbers that matter (expectancy in bp/trade, OOS trade count, win-rate-vs-expectancy tr

Finance & Commerce
PA

PhoneMcp - Android Phone Control via ADB

kengerlwl

Control your Android phone via ADB using AI assistants. Supports both zero-config Skill mode (CatPaw/Claude Code) and standard MCP server mode (Claude Desktop/Cursor). Features: screen capture, tap/swipe gestures, text input, app management, file transfer, shell commands, and mor

Developer Tools

mcp-server-restart

non-dirty

Restarts Claude Desktop after mcp-server installation

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.

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.