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MCP Servers

Discover awesome MCP servers.

All

Spring MCP Server

deepanshu-rawat6

A basic implementation of MCP server using Spring Boot

Other

hello-claude-mcp-server-nodejs

giehlman

Follows asap

AI & Agents

MCP Server for XLS and CSV processing

RozeQz

Data & Analytics

Oura Mcp Unofficial

davidmosiah

Local-first MCP server for Oura Ring readiness, sleep, HRV — Claude/Cursor/ChatGPT ready

AI & Agents

mcp_repo_9ebf5242

sanskarmk

This is a test repository created by test script of MCP Server for GitHub

Version Control

Patent Visual Analytics

patsnap

PatSnap Patent Visual Analytics MCP is a Model Context Protocol server that connects AI agents to PatSnap's Patent Visual Analytics capabilities. Transforms patent data into more intuitive visual analysis. It supports chart-based views across trends, patent types, value, litigati

Data & Analytics
UB

UK Business Intelligence

Fluke-Studio

Enrich any UK business with Companies House records, Google Places ratings, website/SSL status, and social media links in one MCP tool call. Four data sources, single JSON response.

Media & Design

Mcp Proxy Start Github Mcp Server

JavaProgrammerLB

Version Control
LC

Lunar Calendar Mcp

RaoHai

Productivity
PV

Piranha Vision

pi

AI-powered computer vision platform for sports video analysis. 9 MCP tools for video analysis, pose detection, movement quality scoring, activity classification, commentary generation, face detection, highlight reel creation, and evolutionary optimization.

Other

Elixir Linux MCP Server

KilluaYZ

基于Elixir的Linux源码查询MCP Server

Other
MS

Mcp Snowflake Server Nsp

nsphung

A Snowflake MCP server — SQL queries, schema exploration, and data insights for AI assistants

Databases

LANGGRAPH-MCP-AGENTS

serkanyasr

Transforms MCP tools into collaborative agents using the LangGraph framework.

Reasoning
S

Simpleweatherforecastserver

cluster3115

If you are a Platform Reviewer:

Other

MCP Server for GitHub Tools

RickardHF

Model Context Protocol (MCP) server that provides GitHub API tools for user information, security issue creation, and repository security scanning. Built with TypeScript and the MCP SDK

Version Control

ESA MCP Server

sou-lab

ESA.io Model Context Protocol server for Claude Desktop

Other

mcp-server

sori883

Other

MCP Neurolora

aindreyway

An intelligent MCP server that provides tools for collecting and documenting code from directories

Other

Kuritter Weight Mcp Server

qlitre

Other

MCP Servers Hub ⭐

hanzlahabib

Other

mcp-remote-server

PhanMa01

MCP remote context server for Copilot integration

Other

Supabase Todo App

umrzoq-toshkentov

Productivity

MCP Server Neurolorap

aindreyway

MCP server for code collection and documentation

Other

Remote MCP Server on Cloudflare

Steak8859

Cloud & Infrastructure

📝 notepad-server MCP Server

GuoAccount

Notes server based on TypeScript implementation of the MCP protocol, providing functions for adding, removing, and updating notes, and supporting integration with Claude Desktop.基于 TypeScript 实现的 MCP 协议笔记服务器,提供笔记的添加、删除、更新等功能,支持与 Claude Desktop 集成。

Other

MCP Watch 🔍

kapilduraphe

A comprehensive security scanner for Model Context Protocol (MCP) servers that detects vulnerabilities and security issues in your MCP implementations.

Other

istio-mcp

slime-io

A tool library that encapsulates istio mcp client/server

Other

Wikipedia MCP Server

simakovvv

Memory & Knowledge
RW

Random Web3 Mcp

suxiongye

RandomWeb3MCP is a random element generation service based on EVM block hash. The service provides various random element generation tools that can be used in games, finance, testing, and other fields.

Other

AIOS Monorepo

AndyLeong33dev

This repository contains all source code for AIOS (Langchain server, Website, Desktop application). This will be a good example using MCPs

Developer Tools
PM

Postgresql Mcp

prasanna00019

## Overview

Databases

MongoDB MCP Server

pipethedev

Databases

AppTweak MCP Server

robertredbox

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

Other

Pythia The Oracle

eyloni

An oracle for machines that need to think sideways. Feed it a creative problem; it returns something you can't quite explain but can't stop using. Three free consultations.

Databases

CodeAlive

CodeAlive-AI

Provides a bridge to CodeAlive's platform for semantic code search, repository exploration, and context-aware chat completions that leverage deep understanding of entire codebases including documentation and dependencies.

Memory & Knowledge

Omnisend MCP Server

plutzilla

Omnisend MCP server

Other

Nexez — Agentic Commerce

Flyger1an

Agentic-commerce MCP: search across merchants, fetch structured offer manifests, and dry-run checkout + negotiation before buying.

MS

Mcp Server For Linux Scheduler Management And Auto Optimization

eunomia-bpf

Other

Google MCP Server

rtbui2012

Other
BL

Becomer: LLM-agnostic persistent memory API. Store and recall memories across GPT, Claude, Gemini, or any model — zero tokens per recall.

Becomer-net

BECOMER gives any LLM persistent memory across sessions — without spending a single token on retrieval.

AI & Agents

Building a Remote MCP Server on Cloudflare (Without Auth)

tomkingchen

Developer Tools

remote-mcp-server

xiaoli1321

mcp服务器

Other

Akshare Tools

iefnaf

A Model Context Protocol (MCP) server for accessing Chinese stock market data via AKShare.

Finance & Commerce
W

Whentofly

dimabalony

Other

Rotifer Protocol MCP Server

rotifer-protocol

Search, inspect, compare, and rank AI Genes from the Rotifer Protocol ecosystem — directly from your IDE. Works with Cursor, Claude Desktop, Windsurf, and any MCP-compatible client.

Developer Tools

Nano Currency MCP Server

Celinenjoro

Send Nano currency from AI agents/LLMs

Other

atlas-mcp-server

pratap7902

Other

GitHub MCP Server

tangochuy

Version Control
BP

Bulgaria Payments Mcp

junter1989k-ai

MT

MCP Tavily Search

algonacci

MCP server to give client the ability to search on the internet

Search

Bring MCP Server

DavideArena

Other

Semgrep Server

MCP-Mirror

Mirror of

Developer Tools
MM

Medical Mcps

pascalwhoop

Other

Clara Carros - used & imported cars in Portugal

claracarspt

An MCP server that lets AI assistants work with Clara Carros — used & imported cars in Portugal. Search live stock, estimate the Portuguese import tax ( ISV ), estimate a car's resale value, and get in touch. It's a thin

🐦✨ MCP Twitter Post System

siddreddy07

Other

ms_industry_ai

sebi5000

Enables useful sales use-cases via MCP Server, for use within any common AI Chat

Other
CG

Code Graph Rag Mcp

er77

Memory & Knowledge
S

Saga

spranab

A Jira-like project tracker MCP server for AI agents. SQLite-backed, per-project scoped, with full hierarchy and activity logging — so LLMs never lose track.

Other
WD

Wattyenergie Dutch Energy Comparison

BRDEV1990

First Dutch AI-native energy comparison platform with MCP support. Calculate annual energy costs, compare contracts from all Dutch suppliers, get real-time EPEX dynamic prices, calculate solar panel net metering benefits, and get supplier ratings. Built for Claude and other AI as

Other

IBM AS400 ISeries MCP Server

abstracta

This project implements a customizable MCP server to execute RTE protocol.

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.