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MCP Servers

Discover awesome MCP servers.

All

mcp-server-example

mads-hartmann

Just an MCP server example to understand it better

Other
PM

Pico8 Mcp

smartfrog

MCP server that lets LLM agents play real PICO-8 carts in deterministic lockstep: press buttons, step frames, inspect screenshots, read Lua globals, peek memory, reset/replay, and watch live in a browser.

Other
LI

Latam Intelligence Mcp

fzthiait-ai

Other
AD

API Driver 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 API Driver (beta): https://www.cdata.com/download/download.aspx?sku=FAZK-V&type=beta

Developer Tools
W—

Waymark — shared procedural-knowledge network for AI agents

waymark-network

Collective procedural-knowledge network for AI agents — the shared route map of the agent economy. Before attempting a non-trivial task (API integration, multi-step procedure), agents query Waymark for verified routes: step sequences and known gotchas other agents documented. Aft

Memory & Knowledge
MP

Mcp Port Scan

relaxcloud-cn

MCP Port Scanner 是一款专为 AI 工具设计的智能端口扫描服务。它通过 MCP 协议与 Cursor 等 AI 编辑器无缝集成,将强大的网络扫描能力直接带入您的开发工作流。

Other
PM

PDF Manipulation Toolkit

Sohaib-2

Comprehensive PDF manipulation toolkit. Merge, split, encrypt, optimize PDFs through natural language commands via MCP protocol.

Files & Storage

MCP Server Firebase

sheep52031

Cloud & Infrastructure
M

Mcpxcodebuild

ShenghaiWang

🍎 Build iOS Xcode workspace/project and feed back errors to llm.

Other
CK

Context Keeper

redleaves

**Context Keeper** 基于LLM驱动的智能上下文记忆管理系统,专为AI Agent提供企业级记忆能力。

AI & Agents

Defi Copilot

fxjrin

Pay-per-decision DeFi intelligence for AI agents on Stellar. Built with x402 protocol.

Other

google-calendar-mcp-server

raghav4

Productivity

ArXiv MCP Server

MCP-Mirror

Mirror of

Data & Analytics

Godalo — Affiliate Product Search for AI Agents

Godalo-ai

MCP server that gives AI agents access to 30,000+ merchants across Awin, CJ Affiliate, Impact and more. One tool call. The entire affiliate market. Works with Claude, Cursor, Copilot and any MCP-compatible agent. Zero integration work. Zero maintenance.

AI & Agents

Flutter Project Structure

msi-shamim

An MCP server that makes Flutter/Dart codebases instantly understandable to AI agents. Instead of spending 60,000+ tokens exploring a project every session, the agent queries pre-analyzed context through 6 tools — reducing orientation costs by 90%. Built on the flutter_project_st

Other

Building a Remote MCP Server on Cloudflare (Without Auth)

vaibhavkharatmal-shreemaruti

Developer Tools

GitHub Knowledge Graph MCP Server

ItamarZand88

MCP server for GitHub Knowledge Graph exploration and analysis

Memory & Knowledge

neil-mcp-server

ni-shiliu

Other

Minimal MCP Server

LeZuse

A minimal implementation of a Model Context Protocol (MCP) server

Other

Durable Objects MCP

spawnbase

Query your Cloudflare Durable Objects from Claude Code, Cursor, and other AI clients. Read-only SQL access to DO SQLite storage via MCP protocol.

Developer Tools

mcp-design-system-extractor

freema

MCP (Model Context Protocol) server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adoption and refactoring.

Media & Design

Brivvy Mcp

brivvyHQ

Give AI assistants your Brivvy brand voices, templates, and glossary so generated content matches your team’s standards.

Other
MS

Mcp Sap Trading Partner Management

1nbuc

Finance & Commerce

remote-mcp-server

JakePartusch

Other

Patent Valuation Scorecard

patsnap

PatSnap Patent Valuation Scorecard MCP is a Model Context Protocol server that connects AI agents to PatSnap's Patent Valuation Scorecard capabilities. Breaks patent value into multiple scoring dimensions such as technology, legal strength and stability, market relevance, strateg

Other

MCP Documentation Project

verlyn13

An mcp server for my scopecam project.

Memory & Knowledge

Serbia Invoice

junter1989k-ai

Serbia Invoice

Rarefriend

Whitefield-Labs

Personal CRM for your AI assistant — search contacts, manage notes and tags, sync Google and Microsoft calendars, import LinkedIn connections, and bulk import contacts.

Other
C

Cwtwb

imgwho

ai generate tableau file

Other

Massed Compute Mcp

Massed-Compute

Model Context Protocol server for Massed Compute — list GPU inventory, launch and manage VM instances, manage SSH keys, audit billing.

Developer Tools
MV

Mcp Vercel Github Integration

mixuechu

Version Control
MS

Mcp Server For Stock And Crypto

aahl

Finance & Commerce
KS

Kwrds.ai Seo Keyword Research And Serp Mcp

mkotsollaris

Model Context Protocol server for kwrds.ai keyword research and SEO tools.

Data & Analytics

Gmail IMAP MCP Server

tonykipkemboi

Gmail IMAP MCP server for integrating Gmail with Claude and other AI assistants

Communication

Codeconductor Ide Orchestrator

CodeConductor-Hub

CodeConductor IDE Orchestrator gives Claude Desktop full access to your development environment through a secure MCP server.

Developer Tools

Fugle MCP Server

fugle-dev

Other

Fathom

0xHashy

Financial intelligence for AI agents. 31 tools across 8 real-time data sources. Regime classification, derivatives (funding rates, options, max pain), stablecoin flows, BTC/S&P correlation, momentum signals (15m-7d), volatility metrics, macro context, DeFi health, on-chain data,

Other

AppTweak MCP Server

robertredbox

AppTweak MCP server for Cline - Provides tools for app store analytics and competitor analysis

Other
BA

Best Ai Image Prompt Mcp Server

rocnubie

Media & Design
BO

Btcvision Oracle

welove111

Live Bitcoin price, AI-powered predictions for 2027-2030 (82% accuracy across 4 halving cycles), halving countdown analytics, on-chain market signals, and Lightning donation tools. Free, open MCP server — no auth required for core tools.

Databases
Q

QuerySculptor

flinstonedev

QuerySculptor is a GraphQL query builder designed for AI agents that provides 26 structured tools via the Model Context Protocol (MCP). Instead of generating complex GraphQL queries from scratch, AI agents can build queries step-by-step with real-time validation, schema introspec

Other

say-mcp-server

MCP-Mirror

Mirror of

Other

emqx_mcp_gateway

emqx

MCP Server Gateway

Developer Tools

flights-owen-merry-mcp-server

owenmerry

Other

MCP Jenkins Server

lieee1995

Other

engpass.radar

brainbytes-dev

Swiss medication shortage data for Switzerland. 8 tools: search shortages, find alternatives, check ATC groups, company profiles, weekly summary. Data from drugshortage.ch, BWL, and Spitalpharmazie USB. Free tier included.

Other
CC

Cocoindex Code

cocoindex-io

An MCP (Model Context Protocol) server for indexing and querying codebases using CocoIndex. Features semantic code search with natural language queries, incremental indexing for fast updates, multi-language support (Python, JavaScript/TypeScript, Rust, Go, Java, C/C++, C#, SQL, S

Developer Tools

web-mcp-server

djaboxx

A web scraping MCP server that integrates BeautifulSoup, Gemini AI, and Selenium for automated content extraction and analysis.

Browser Automation
AM

Akasha Mcp Server

ocuil

Other
GC

Gcore Cloud Mcp Server

G-Core

Gcore MCP Server makes your AI assistant:

Other

Smartschool Mcp

AbriantoLabs

A dynamic Model Context Protocol (MCP) server that provides AI assistants with secure access to Smartschool APIs. This server automatically discovers all available Smartschool methods and exposes them as MCP tools with comprehensive safety guardrails.

Other

FireCrawl MCP Server

MCP-Mirror

Mirror of

Browser Automation
PM

Propstack Mcp Server

ashev87

Connect AI assistants to Propstack real estate CRM. Search contacts, manage properties, track deals, schedule viewings, and manage your entire real estate pipeline through natural language. 47 tools covering the complete Propstack API.

Data & Analytics
PR

Pdf Reader

sunderbharath85

An MCP server that can extract text from PDFs and images. It supports:

Files & Storage

Swell MCP

devkindhq

Other
PM

Pixabay Mcp

liuzhuogood

Other

go_mcp_server_github_api

hightemp

MCP server for working with GitHub repository via API.

Version Control
A配

Apollo 配置中心的 MCP (Model Context Protocol) 服务

iceycn

Apollo 配置中心的 MCP (Model Context Protocol) 服务,使大语言模型能够通过配置的 Apollo 地址和 Token 对 Apollo 进行查询和操作。支持 Cursor、Trae、Claude Desktop 等 MCP 客户端。

Other

Make.com MCP Server 研究报告

Joseph19820124

Research on Make.com Model Context Protocol (MCP) server integration with Claude and GitHub MCP server setup

Data & Analytics

Model Context Protocol (MCP) Server for VS Code

syedshamir

A Visual Studio Code extension for Model Context Protocol (MCP) server implementation

Developer Tools

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.