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MCP Servers

Discover awesome MCP servers.

All

Aml Watcher Mcp Server

Tech-AML

AML Watcher – Automated AML Risk Detection & Monitoring

Other

mcp-server

hiroyuki-nishi

Other

OpenMM MCP Server

PhelanShao

OpenMM, an open-source platform for molecular dynamics (MD) simulations, is supported by an MCP server that offers a structured communication interface for task submission, management, and execution.

Other

Backengine Mcp

BackEngine-ai

BackEngine is a multi-tenant SaaS platform that ingests all of an organization's customer and prospect communications — Slack threads, emails, call and meeting transcripts, and support tickets — and distills them into structured, queryable context. Raw conversations are processed

Communication

Mantine UI MCP Server

hakxel

MCP server for working with Mantine UI components - provides documentation, generation, and theme utilities

Other
A

Aifinpay

AiFinPay

Stripe for AI agents. Pay any HTTP API in stablecoins or native tokens on Polygon and Solana mainnet with one MCP call. Non-custodial, on-chain settlement, atomic 99/1 partner split. Five tools: payable_fetch, agent_address, agent_quote, pay_with_split, quote_split.

Other

Aiagents Mcp Server

Entis35

Other

PythonCMCPServer

maneeshsit

Building a Custom MCP Server using Python

Other

Flowmusicai Mcp Server

rocnubie

Flow Music AI (flowmusicai.app) is a browser-based AI song generator that converts a plain-text description into a fully produced, mixed track in roughly 80 seconds. You type a one-line brief, optionally choose genre tags and a vocal mode, paste your own lyrics or let the built-i

Memory & Knowledge

Shipping MCP

lamcearber-spec

Carrier detection, tracking URLs, shipping estimates, and customs calculator for AI agents. 6 tools, free, no API key.

Other

BestReads MCP Server 📚🤔

dinasaur404

Remote MCP Server built using Cloudflare Workers.

Other

MCP JSON Tools

zfirsty

MCP server providing tools to query, inspect, and modify local JSON files.

Other
C—

ChartForge — Prompt to Chart Generator

crawde

Turn a plain-English prompt into a publication-ready chart image. ChartForge's MCP server lets Claude generate, refine, and export bar, line, pie, scatter, and more chart types as PNG — powered by AI. Includes 7 free generations, no setup beyond an API key.

Developer Tools

npm-search MCP Server

MCP-Mirror

Mirror of

Search

Hetzner Cloud Mcp Server

wbf-solutions

The Hetzner MCP with SSH server management. 60 tools — Cloud API + SSH in one MCP server.

Developer Tools

CivilQuants

ember-forge-pte

CivilQuants computes audit-traceable Bills of Quantities for civil-engineering assemblies — culverts, manholes, retaining walls, pavements, drainage, earthworks — across four UK measurement standards. Parametric inputs in; a methodology-structured BoQ with every quantity traceabl

Other

School Database MCP Server

eoinmooremath

MCP server for a school database

Databases

Mcp Server

ernestocullari

Other
A

Agentberg

Agentberg

Agent-to-agent knowledge exchange for trading intelligence. Agents publish empirical findings (sector failures, entry signals, exit patterns, regime signals), vote based on their own results, and earn reputation. Quality

Developer Tools

🚨

keerapon-som

This will show you how to do mcp server using as container

Cloud & Infrastructure
MM

Modal MCP

george-bobby

An MCP server for managing Modal — apps, containers, volumes, and secrets — and for deploying & running Modal apps directly from Claude Code and other MCP clients.

Other
HA

Hotkeyless Ahk Mcp

tim0-12432

MCP server for Hotkeyless AHK HTTP API. It lets your agent control your whole computer through hotkeys.

Other

MCP Servers

jmagar

Other

Aisera MCP Servers

cyberutkarsh

Repo to hold Aisera Public MCP Servers

Other

mcp-server

iyerrama29

MCP demo

Other

NetBox MCP Server

ardecode

A MCP server for NetBox

Other

mcp-pymilvus-code-generator

brcarry

A pimilvus code generating helper with SSE-based MCP support

Developer Tools

ssh-utils

GrahamJenkins

MCP Server featuring multiple SSH related utilities

Developer Tools

PowerPoint Automation MCP Server for Claude Desktop

socamalo

Productivity

MCP Hello World Example

wubbyweb

A template project to create MCP server and client projects

Developer Tools
S

Screenmonitormcp

inkbytefo

ScreenMonitorMCP - Revolutionary AI Vision Server

Other

Lenderwiki US Consumer Lender Database

lenderwiki

MCP server for LenderWiki — search, compare, and analyze 13,000+ US consumer lenders from any AI assistant

Databases

huuh - AI for teams and communities

infolab-ai

Make AI work for teams, communities and collaborative environments everywhere 🤖💝

Communication
TM

Testrail Mcp Server

uarlouski

A high-performance Model Context Protocol (MCP) server connecting AI assistants (Claude, Cursor, Windsurf) directly to TestRail.

Other
SL

Solana Launches X402

Br0ski777

x402 micropayment API for AI agents. Tracks new token launches on Solana. Pay per call with USDC on Base.

Other

CDK API MCP Server

konokenj

An MCP server provides AWS CDK API references and samples

Developer Tools

Gmail MCP Server

Himank-J

This repo shows how Gmail account can be connect to LLMs using MCP

Communication

MCP Servers

laptrc

MCP Servers with awesome tools

Other
MC

MCP CSV Analysis With Gemini AI

falahgs

AI & Agents

🌟 Available Servers

kajiken

Other

Supply Chain Digital Twin

apifyforge

Supply chain digital twin simulation via 8 quantitative algorithms — connect any AI agent to live corporate, trade, sanctions, hazard, and financial data across 17 public data sources.

Other

🤖 AI Code Review MCP Server

wn01011

pr 분석을 좀 더 편하게 하고자 미리 작성해주는 mcp 서버입니다.

Version Control

make-mcp-server-claude

bmoir23

AI & Agents

Playwright MCP Server

san0808

This server provides a comprehensive set of tools to control a web browser instance using Playwright, exposed via the Model Context Protocol (MCP). It allows AI models or other MCP clients to perform complex web browsing tasks across multiple pages/tabs.

Browser Automation
P

Poppify

Poppify

Poppify is an MCP server (and Claude Code plugin) for photo-led short-form vertical video. Upload 1–10 photos via the MCP, get a captioned 15/30/60s reel for Instagram, TikTok, YouTube Shorts, or Facebook — with motion,

Developer Tools

Deep Patent Mining

patsnap

PatSnap Deep Patent Mining MCP is a Model Context Protocol server that connects AI agents to PatSnap's Deep Patent Mining capabilities. Designed for deeper mining of technical content from patent text and classification data. It supports analysis of technology topics, the three t

Other

Trust Gate Mcp

CWNApps

Policy-gated AI decisions with Ed25519 cryptographic receipts. No receipt, no trust.

Other

Anki MCP Server

MCP-Mirror

Mirror of

Other

Sponsorable

sponsorable

Find brands that already sponsor podcasts like yours, then reveal the buyer to pitch—by name and email. Detected from 4M+ podcast sponsorships, updated daily.

Data & Analytics

RelayShield

nzdsf2-gif

RelayShield gives AI agents and developers real-time identity and infrastructure threat detection via a single REST API. Monitor breach exposure, SIM/eSIM swap attacks, and domain lookalikes. Install as a native MCP server for Claude Desktop and Claude Code in one line: pip insta

Developer Tools

github-mcp-cursor-project-rules

codekiln

Cursor project rules and MCP server

Developer Tools

Crypto News X402

Br0ski777

Real-time crypto news with sentiment scores and token mentions. Multi-source aggregation for trading signals. -- x402 micropayment API + MCP server for AI agents

Finance & Commerce

catalog-api-mcp-server

davidlbl

Developer Tools

Property Comparable Sales

Tianning-lab

Real estate comparable sales data across 11 global markets. 44M+ government-sourced transactions. Search comps, get area statistics, and list markets via three MCP tools.

Other

GBox MCP Server

jinruozai

GBox MCP Server 是一个基于 FastMCP 协议的服务器实现,提供了与 GBox 游戏引擎的实时通信和控制能力。它能帮助 AI 理解和操作 GBox 脚本,实现游戏运行时的智能控制和资源管理。同时通过与 ComfyUI 的集成,支持基于文本描述生成游戏素材和图像资源

Other

MCP-APIKit

scarqin

Get API document info from mcp server

Other

🛡️ EUVDB MCP Server

etxahun

Python MCP server that allows interacting with the public ENISA vulnerability API (EUVDB) via the MCP (Model Context Protocol).

Developer Tools
F

Fast.io

MediaFire

AI-first file sharing and collaboration. 251 MCP tools give agents a full workspace: file storage, branded shares, comments, workflows, and built-in RAG. Free tier includes 50GB storage and 5,000 monthly credits, no credit card. Built by the team behind MediaFire. Works with Clau

Developer Tools

GmailMcpServer MCP server

RKeelan

An MCP Server for GMail

Other

mcp_server

gitidhar

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.