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Discover awesome MCP servers.

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Meshy Youtube Mcp

Scottcjn

MCP server: prompt -> Meshy.ai 3D model -> Blender turntable -> YouTube video. AI-agent 3D-to-video pipeline.

Media & Design

Mlatho

AfrikanCoder-LLC

Other

Windsurf MCP Configuration

danilopezmella

Configuration and setup files for using Model Control Protocol (MCP) servers with Windsurf in an SSH environment

Developer Tools
SA

South Africa Payments Mcp

junter1989k-ai

MCP Server

Cavumnigrum

Test MCP server that can do several things

Developer Tools

Mcp Server Amq

kenliao94

MCP server for interacting with AWS AmazonMQ APIs

Other

Liveblocks_liveblocks Mcp Server

MCP-Mirror

Mirror of

Other

GemFireMCPServer

jomartin-999

Other

MCP Server Financeiro

tadrianonet

Exemplo prático de construção de um MCP Server em Go, com registro dinâmico de ferramentas financeiras, consultas reais à API Alpha Vantage e exposição de metadados para agentes clientes. Projeto focado em modularidade, extensibilidade e padronização seguindo o Model Context Prot

Other

Mcp Server

asilism

Other

QMT-MCP-Server

nnquant

QMT-MCP-Server

Other
GM

Gitbook MCP

rickysullivan

The GitBook MCP server enables programmatic access to GitBook Organizations, Spaces, Collections, and Content through a standardized MCP interface. It provides 12 tools for content operations and 6 AI-powered prompts for documentation workflows.

Memory & Knowledge
AA

Apple Ads Mcp

Happygallo

MCP server for Apple Search Ads API v5 — manage campaigns, keywords, budgets, and reports through AI assistants

Other

Regulatory Change Intelligence

apifyforge

Regulatory change intelligence across 13 US federal data sources, delivered as an MCP server your AI agent can query directly. Built for compliance officers, GRC teams, and trade compliance operations who need forward-looking signals — not just a list of current rules.

Other

Pullpush

Kaduno-systems

MCP for pullpush.ai

Developer Tools
H

Https://github.com/FocusSearch/focus_mcp_data

FocusSearch

The intelligent data query tool under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities.

Data & Analytics

Mcp Divoom TimeFrame Lan

DivoomDevelop

mcp-divoom-lan is an open-source Model Context Protocol (MCP) server that exposes Divoom watchface customization over local LAN HTTP. AI assistants can read and patch the current on-device watchface JSON, manage fonts and store market lists, switch the active dial, adjust brightn

Other

🤖 Model Context Protocol (MCP) Examples

sur950

Other

Setup

PythonScratcher

Other
A

Aidemd

aidemd-mcp

Structured .aide spec files that give AI agents progressive disclosure into your codebase architecture. 6 MCP tools, 8 slash commands, TUI wizard, multi-IDE support.

Other

mcp-server-manager

mmcquade11

Other

MCP

anujsingh4545

An MCP (Model Context Protocol) server integrated with google gmail API.

Other

MCP Research Server

elie

Data & Analytics

MCP Server Neurolorap

MCP-Mirror

Mirror of

Other

Forge

VoxellInc

Forge is Voxell's hosted text-embedding API. This MCP server exposes two tools — embed (turn text into vectors) and list_models — so any MCP-compatible agent can generate embeddings for semantic search, RAG, clustering, and dedup.

Memory & Knowledge

mcp-jira-server

5amfung

MCP Jira Server

Version Control

Markdown2pdf

Serendipity-AI

Agents speak Markdown. Humans prefer PDF. We bridge the gap for the final stage of your agentic workflow. No sign-ups, no credit cards, just sats for bytes. See https://markdown2pdf.ai for more.

Reasoning
E

Etapa

rhoneybul

Etapa is an AI cycling coach for beginners. The MCP exposes two tools: `generate_training_plan` (2-4 week plans powered by the Etapa API) and `cycling_beginner_guide` (advice on bikes, gear, safety). Free, no account.

Other
MI

Mcp Icon Visual

n0isy

Other

Giteasy

greenmtnsun

When your AI runs git through a shell, it reads back raw command output — hundreds of tokens of noise to extract one piece of information. GitEasy MCP returns structured data: branch names, changed files, commit history — exactly what your AI needs, nothing extra. The same git op

Version Control
L—

Lithtrix — Memory Consolidation for AI Agents

lithtrix

Memory Consolidation across vendors, owners, and time. Lithtrix gives AI agents persistent memory, credibility-scored web search, browser fetch, and a shared Commons pool — all under a stable ltx_ key that survives tool switches, session resets, and orchestrator changes. Self-reg

Memory & Knowledge

Finbud Data TypeScript API Library

glaksmono

AI & Developer centric financial data API

Data & Analytics
IM

Infomate Mcp

agudulin

Other

MCP Server for Netwrix Access Analyzer

MCP-Mirror

Mirror of

Other

Political Regulatory Arbitrage MCP Server

apifyforge

Political regulatory arbitrage analysis — cross-jurisdiction regulatory forecasting — delivered as an MCP server for AI agents. Built for legal teams, compliance officers, government affairs professionals, and strategic advisors who need to quantify regulatory divergence, predict

Other

Executive Manager - Elegant Task Management

StargrrlMoonlight

This Repo is a playground for Vibe Coding using GitHub Agent Mode in VS Code and various MCP Servers. All done through the editor - development, testing, GitHub environments / Actions, issues etc.

Version Control
EP

Extreme P Value MCP Server

koido

Other

Ixnetwork Mcp

ashwinjo

MCP server for IxNetwork Session Management

Other
MP

Mcp Poi

elmariachi111

MCP server that prepares Proof of Invention (POI) transaction requests for submission

Other
@M

@qubaomingg/stock-mcp

qubaomingg

股票查询

Finance & Commerce

remote-mcp-server

Alxypro

Other

Nucleus Brain - Multi-Agent Orchestration

LKGargProjects

🧠 The Core of Your AI Agents

Reasoning
TM

Tommy Mcp Server

deep-ai-kr

Other

dify-server MCP 服务器

AI-FE

A Model Context Protocol server for Dify

Other

Google Calendar MCP Server

MCP-Mirror

Mirror of

Productivity

mcp-server-lgtm MCP Server

dongri

Other

🌤️ MCP Weather Server (Cursor + Node.js + WSL)

mdkaifansari04

Developer Tools
U

Utopia

altinoren

Utopia is a simulation MCP Server designed to test and experiment with common household items, both those available today and those likely to exist in the near future, using AI Agents. This project provides a set of simulated smart home and lifestyle devices, allowing you to inte

Other

Spraay Solana Gateway — Batch Payments For Ai Agents On Solana

plagtech

Other

IP2WHOIS

ip2whois

IP2WHOIS MCP server is a Model Context Protocol (MCP) server that provides comprehensive WHOIS lookup capabilities using the IP2WHOIS API. This server allows AI agents to query domain registration details, including expiry dates, registrar information, and registrant data.

Other

MCPProxy.app: Supercharge AI Agents, Safely

smart-mcp-proxy

Why MCPProxy?

Other
C

Check

golproductions

Anti-hallucination firewall for AI coding agents. Validates commands before execution, imports against your package.json, function calls against your source files. Sub-100ms. $0.0068 AUD per check, 120 free on sign-up.

Other

mcp

fluidattacks

MCP server that provides tools for interacting with the Fluidattacks API

Other
NI

Nuxt I18n Mcp

fabkho

Other

World Bank MCP Server

MCP-Mirror

Mirror of

Finance & Commerce

Coinbase Mcp Server

junct-bot

Market data, order management, and portfolio queries via Coinbase Advanced Trade.

Finance & Commerce

ckg-nemotron-perplexity

Yarmoluk

NVIDIA Nemotron + Perplexity Sonar as traversable knowledge graphs — 2 domains, 83 nodes, MCP-native agent traversal.

MS

Mcp Shared Memory Server

tlemmons

A shared memory and coordination server for multiple AI coding agents, built on the Model Context Protocol

Memory & Knowledge

Lemma — Verifiable Provenance For Ai Agents

lemmaoracle

AI agents make decisions you can't audit. Lemma fixes that with zero-knowledge proofs over confidential documents — selective disclosure, on-chain provenance, no plaintext exposure. Query cryptographically verified attributes from agents in production. Built for regulated industr

Other
FM

Freezetext Mcp

juergenkoller-software

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.