Discover Awesome MCP Servers

teamspeak3-mcp

Let AI models manage your TeamSpeak 3 server through the Model Context Protocol.

Document Processing Server

高度なテキストおよびHTML処理機能を備え、さまざまなドキュメント形式の読み取り、変換、操作を含む包括的なドキュメント処理を提供します。

Bitbucket Server MCP

An MCP server for Atlassian Bitbucket Server / Data Center, providing 66 tools for managing projects, repositories, branches, files, commits, pull requests, and code search with opt-in deletion operations.

n8n Advisor

Enables AI assistants to review workflow status in n8n instances, including active/inactive counts and workflows with recent errors.

Mr. Magic MCP Server

Bridges multiple lyrics providers (LRCLIB, Genius, Musixmatch, Melon) into a single toolchain accessible via MCP, HTTP, or CLI.

Aleph-10: Vector Memory MCP Server

Vector Memory MCP Server - ベクトルベースのメモリ記憶機能を持つMCPサーバー

Toolhouse MCP Server

このMCPサーバーでは、MCPクライアントをToolhouseのツールに接続できます。

Weather & Prayer Times MCP Server

Enables users to get weather information and Islamic prayer (Namaz) times, along with motivational prompts and random quotes. Integrates with OpenWeatherMap and Aladhan APIs to provide location-based weather data and prayer schedules.

trollspace-mcp

MCP server for the Trollspace API that exposes 47 type-safe tools for managing snippets, nuggets, todos, ideas, tools, repos, travel, subscriptions, and more.

arch-viewer

Provides AI-powered architecture analysis and visualization of codebases, exposing 17 MCP tools for querying components, dependencies, and generating interactive diagrams.

cdcx

MCP server for the Crypto.com Exchange API, providing 86 dynamically generated tools for market data, trading, account management, and more with real-time WebSocket streaming and safety enforcement.

Unsloth MCP Server

鏡 (Kagami)

heracleum-tox-mcp-server

Reproduces the in-silico toxicological profile of Heracleum sosnowskyi metabolites from Rassabina & Fedorov (2025) using open-source models for LD50 prediction, toxicity classification, chemical space clustering, and synthesis cost estimation.

@aws/ftr-eval-mcp

Automates the AWS Foundational Technical Review (FTR) partner self-assessment by evaluating SOC 2 and WAFR reports against defined controls, returning structured PASS/FAIL decisions with reasoning.

MCP Cron

タスクをスケジュールおよび管理する MCP サーバー

Bitbucket

Bitbucket Cloud MCP in Go: complete API auto-generated from spec, customizable prompts.

SmartBear MCP server

Enables AI assistants to interact with SmartBear's suite of testing and monitoring tools including BugSnag, Swagger, Reflect, and more through natural language, allowing querying of testing data, analysis of performance metrics, and management of test automation.

MES Document MCP

Enables AI agents to safely ingest, inspect, edit, and export manufacturing documents (Excel, PDF, Word, Markdown) with controlled patch workflows and MES entity extraction.

CodeMax

Cross-stack MCP server that scans frontend and backend code together, detects mismatches like phantom calls, dead endpoints, and field drift, and provides a full-stack health audit.

PubMed MCP Server

Enables searching PubMed's biomedical literature database and retrieving article metadata, abstracts, and full content through the E-utilities API. Supports advanced queries, batch operations, and multiple output formats with automatic rate limiting.

Gmail MCP Server

AIアシスタントがGmailサービスと連携し、Google API統合を通じてメール操作、下書き管理、カレンダー機能などをサポートする、モデルコンテキストプロトコルサーバー。

Quolle MCP

Enables AI agents to send transactional emails through Quolle, including sending, batching, canceling, and checking delivery status of emails.

x402-test-mcp

An MCP server that tests agent payment capabilities by making a real x402 payment ($10 USDC on Base) and returning a signed diagnostic report covering the entire payment flow.

metabase-mcp-navi

A MCP server for Metabase that gives AI assistants direct access to dashboards, cards, and query execution.

Git Commit Message Generator MCP Server

An intelligent MCP server that automatically generates Conventional Commits style commit messages by analyzing git diffs using LLM providers like DeepSeek and Groq. It enables developers to maintain standardized version history through natural language interactions in supported MCP clients.

MCP Server

A server implementation of the Model Context Protocol that allows users to extend Claude's capabilities by creating custom tools that can be used within the Claude Desktop client.

Teleprompter

Enables storage and reuse of prompt templates with variable substitution for LLMs. Supports creating, searching, and retrieving prompt templates to avoid repeating complex instructions across conversations.

OpenProject MCP

An MCP server that lets local AI agents read and manage OpenProject project data through structured, guarded tools, with write operations requiring explicit confirmation.

MCP Server Deployment Demo

A demonstration MCP server that provides a simple addition tool for learning how to create and deploy servers following the Model-Context-Protocol specification. Serves as a basic example for developers getting started with MCP server development.