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MCP Servers

Discover awesome MCP servers.

All

Supabase MCP Server

MCP-Mirror

Mirror of

Cloud & Infrastructure

weather-server MCP Server

Gloomysunday28

Media & Design

Web Scraping with Anthropic’s MCP

luminati-io

Example MCP server and instructions for connecting Anthropic LLMs to external web scraping tools, with real-world examples and Bright Data integration.

Browser Automation

Bear MCP Server

MCP-Mirror

Mirror of

Other
WM

Weather MCP Server

liye71023326

Get real-time weather information from anywhere in the world Display detailed weather information (temperature, humidity, wind speed, etc.)

Media & Design

Calorie Tracker MCP Server

thitiph0n

MCP server for tracking daily calorie intake with accurate BMR/TDEE calculations. Built on Cloudflare Workers with D1 database.

Other
CO

Credit Optimizer V5

rafsilva85

AI-powered credit optimization for Manus AI. Automatically analyzes each prompt and routes to the cheapest capable model (Standard vs Max, Agent vs Chat mode). Saves 30-75% on Manus credits with zero quality loss. Tested across 53 real-world scenarios. Free and open-source.

AI & Agents

Remote MCP Server on Cloudflare

istinyepark

Cloud & Infrastructure

Blockchain MCP Server DEMO

darwintree

Other

Paul Walker's Bespoke MCP Tools

pauldw

MCP Server with an artisinal selection of bespoke agent tools.

Other

Sovereign Debt Contagion & Geopolitical Risk

apifyforge

Sovereign debt contagion modelling and geopolitical risk analysis are now available as a single MCP server your AI agent can call directly.

Other
CP

Colombia Payments Mcp

junter1989k-ai

N

Neuroverse

joshua400

Multilingual intelligence + memory + safety + voice layer for autonomous AI agents

Other

Exa

geezerrrr

Claude can perform Web Search | Exa with MCP (Model Context Protocol)

Search

NetStone.MCP

dks50217

MCP Toolset for FFXIV Lodestone — Integrates NetStone into a modern, natural-language-driven MCP server for character and world data queries.

Other
NE

Nelly Elephant Mcp

SpicyRiceCakes

Other

GitHub MCP Server for Cursor IDE

alfie-tek

GitHub MCP server for Cursor IDE

Developer Tools

GitHub MCP Server

AriesBerries

An MCP server implementation for GitHub

Version Control

ClassQuill

EquateItAu

MCP server for ClassQuill — read-only access to tutoring-business data (sessions, students, tutors, invoices, payments, reports) for Claude, Codex, Cursor & more.

Productivity
MC

Monte Carlo Simulation Forecasting Mcp

bbak

Monte-Carlo-Simulation Forecasting and various statistical methods to assess the stability of the flow and diagnose flow issues.

Other

aws-mcp-infra-helper

madhurprash

This creates an MCP server enabling Claude to run security scans on Terraform code, create architecture diagrams of your AWS cloud architectures and execute terraform commands to deploy or modify resources

Cloud & Infrastructure

BlazeSQL MCP Server

arjshiv

Databases
G

Geekflare

geekflare

Geekflare MCP server to scrape, search, screenshot, and run network tools.

Developer Tools

MCP Server

enginekiss

Cursor + GitHub MCP Server 自动管理代码库

Other
VC

Voyageai Cli

mrlynn

MCP server for Voyage AI embeddings, reranking, and MongoDB Atlas Vector Search. Provides 11 tools for semantic search, document ingestion, cost estimation, and model exploration. Full RAG pipeline: chunk, embed, vector search, and rerank from any MCP client.

Memory & Knowledge
2G

2d Games Assets Generator

crony-io

An MCP (Model Context Protocol) server that generates advanced mock 2D PNG assets for games prototypes — directly from any MCP-compatible AI client such as Claude Desktop.

Media & Design

Constellation

ShiftinBits

Your AI agents don't understand your codebase. Upgrade from text search to code understanding.

Other

MCP Web Cam Server

kmizu

A MCP server for using web camera

Other

Hungary Invoice

junter1989k-ai

Hungary Invoice

mcp-server-eks

vijaykodam

Other

GitHub MCP (Mission Control Protocol) Servers

mednizar8058

A repository demonstrating the integration between Cursor IDE and GitHub MCP (Mission Control Protocol) Servers

Version Control

jira-server MCP Server

necto-pro

Version Control

MCP Learning Journey

DivyanshuSinghania

Learning mcp server and clients through Documentations

Other

MCP Server Firebase

sheep52031

Cloud & Infrastructure

PodCrawlerMCP

infinitimeless

MCP server for podcast discovery through web crawling

Other

Simple MCP Server

rjmoggach

A basic stdio & streamable http implementation of FastMCP Server

Other
WS

Web3 Signals MCP

manavaga

AI-powered crypto signal intelligence. Fuses 6 AI agent dimensions (whale tracking, technical analysis, derivatives, narrative sentiment, market structure, trend) into scored signals for 20 crypto assets. Updated every 15 minutes with LLM-generated insights.

AI & Agents

Gitrama Mcp

ahmaxdev

AI Git workflow MCP server. Generates conventional commit messages, branch names, PR descriptions, and manages work streams (wip, hotfix, review, experiment). Works with Cursor, Claude Desktop, Claude Code, Windsurf, and VS Code. Install: pip install gitrama-mcp

Version Control

PHP Universal MCP Server

Lucasdoreac

Um servidor MCP universal para desenvolvimento PHP em qualquer provedor de hospedagem ou nuvem

Other
CR

Codegraph Rust

Jakedismo

🎯 Overview

Other

Luxxon

daniel-underpass

On-demand live vision for AI agents. Open a session at a lat/lng, receive a JPEG snapshot or WebRTC stream, settle per-second in USDC on Base. The agent-first way to give an LLM eyes on the physical world.

Developer Tools

Neon Auth MCP OAuth

andrelandgraf

PoC of an MCP server in a Next.js app with Neon Auth and custom OAuth flow for MCP.

Developer Tools

MODEL CONTEXT PROTOCOL

arkapatra31

Implementation of Anthropic's Model Context Protocol

Other

QuantumScan PQC Scanner

gaiabio12-design

Post-quantum cryptography (PQC) security scanner for blockchain and AI agents. Detects quantum-vulnerable algorithms (ECDSA, RSA, DH) and provides NIST FIPS 203/204/205 migration paths. Free, open-source, privacy-first. Scan any GitHub repository or smart contract via MCP tools:

Developer Tools

Overview

DonMorr

Alphavantage MCP Server

Other

これなに

haruotsu

https://github.com/github/github-mcp-serverをトレースします 👀

Version Control

Klave Mcp

juny-klave

Other
SC

Supabase Coolify Mcp Server

dj-pearson

The Supabase Coolify MCP Server enables AI agents to fully manage self-hosted Supabase instances on Coolify. It provides 52 production-ready tools for database migrations (with rollback), edge functions, storage, authentication, and health monitoring. Features include Zod-based i

Cloud & Infrastructure

shippo-mcp

Shippo

Multi-carrier shipping for AI agents: compare rates, buy labels, track packages, and validate addresses.

Finance & Commerce
TC

Text Classifier X402

Br0ski777

x402 micropayment API for AI agents. Classifies text into categories. Pay per call with USDC on Base.

Other
IM

Insforge Mcp

InsForge

InsForge is a backend platform for AI-driven development. It provides the core building blocks for modern apps — including Auth, Database, Storage, and Functions. It offers production-grade cloud infrastructure out of the box, serving as an alternative to AWS.

Cloud & Infrastructure

openGemini-mcp-server

openGemini

CNCF openGemini MCP Server

Other

ckanext-mcp

unckan

An MCP server to answer questions about data

Other

Wellness Pulse

prmail

WellPulse MCP is a plug-and-play intelligence layer that turns raw wellbeing data into clear, actionable insights for AI systems. With a single integration, it connects your copilots, agents, or dashboards to both trusted public benchmarks (like CDC PLACES) and your organization’

Other

dbt Semantic Layer MCP Server

MCP-Mirror

Mirror of

Memory & Knowledge

Illumio MCP Server

MCP-Mirror

Mirror of

Other

mcp_server_ibmcloud

ccmitchellusa

MCP server which provides IBM Cloud as a tool for use by LLM's, eg. via Anthopic Claude Desktop or map-cli (open source).

AI & Agents

Gmail MCP Server

Imsharad

A Gmail Model Context Protocol server for seamless integration with AI assistants

Communication

arxiv-mcp-server

tleguen833

Basic arXiv MCP server

Data & Analytics

@servicestack/mcp

ServiceStack

MCP Server for ServiceStack APIs

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.