Discover Awesome MCP Servers

Gemini MCP Server

Integrates Google's Gemini AI with Claude Code to provide advanced development assistance including code analysis, implementation planning, technical explanations, debugging support, and strategic development guidance.

Unity MCP with Ollama Integration

Unityとローカルの大規模言語モデルをOllama経由で接続するサーバー。開発者はクラウドベースのLLMに頼らずに、ワークフローの自動化、アセットの操作、Unityエディターのプログラム制御が可能になります。

Claude Code Review MCP

An MCP server that provides code review functionality using OpenAI, Google, and Anthropic models, serving as a "second opinion" tool that works with any MCP client.

Optuna MCP Server

A Model Context Protocol server that enables automated optimization and analysis using Optuna, allowing LLMs to perform hyperparameter optimization and interactively analyze optimization results via chat interfaces.

Swagger MCP

An MCP server that connects to a Swagger specification and helps an AI to build all the required models to generate a MCP server for that service.

SearXNG MCP Server

Enables web search capabilities via a SearXNG instance, allowing for filtered searches across categories like news, images, and science. It supports multi-language queries, time-range filtering, and safe search options to provide formatted results with metadata.

LLM Server

LLM が他の LLM にアクセスできるようにする MCP サーバー

A sample MCP server for understanding cloud spend

AWS Cost Explorer と CloudWatch Logs のための MCP

NCBI Entrez MCP Server

Provides access to NCBI's scientific databases including E-utilities, PubChem, and PMC APIs for biomedical literature search, molecular data retrieval, and research through natural language queries.

Substreams Search MCP Server

MCP server that lets AI agents search the substreams.dev package registry.

AI Naming Standard MCP Server

Enables automatic generation and validation of standardized file names using AI-driven conventions for microservices architecture. Supports multi-language naming with structured components like microservice, layer, domain, and action identifiers.

ClawHire MCP

An employer-facing MCP server that enables hiring managers to post jobs, search for candidates, and manage applications through natural language conversation. It integrates with WonderCV's hiring infrastructure and features a unique system for identifying and filtering talent with AI-agent fluency.

WYGIWYH Expense Tracking MCP Server

Enables AI agents to interact with the WYGIWYH expense tracking API through 75 dynamically generated MCP tools. Supports comprehensive financial operations including transaction management, account handling, recurring expenses, and investment tracking.

Token Revoke MCP

複数のブロックチェーンにわたってERC-20トークンの許可（アローワンス）を確認および取り消すためのMCPサーバー。

HeadHunter MCP Server

Enables AI assistants to search job vacancies, manage resumes, and apply to jobs on HeadHunter (hh.ru), Russia's largest job search platform. Includes OAuth 2.0 integration for secure job applications and an automated vacancy hunter agent with intelligent matching.

Gaia Health MCP Server

Exposes Supabase functionality for Gaia Health to n8n workflows, enabling appointment scheduling and management operations through MCP tools.

Kali MCP Server

Provides access to 20+ Kali Linux penetration testing tools including nmap, sqlmap, nikto, and hydra for authorized security testing and vulnerability assessment through a Docker-based MCP interface.

US Government Open Data MCP

MCP server + TypeScript SDK for 36 U.S. government data APIs — 188 tools. Treasury, FRED, Congress, FDA, CDC, FEC, lobbying, and more. Works with VS Code Copilot, Claude Desktop, Cursor.

Smart Search MCP Server

Enables web search capabilities through a remote smart search API with configurable result count, pagination, language, and safety filters, returning structured JSON results.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright and Cloudflare Workers, allowing web automation tasks like navigation, typing, clicking, and taking screenshots through natural language instructions.

Board & Stable MCP Server

MCP server for searching horse boarding facilities and trainers across the United States.

Seline MCP

MCP server for Seline Analytics API

YouTrack MCP Server

A comprehensive Model Context Protocol server that provides AI agents with 44 tools to manage JetBrains YouTrack issues, sprints, and projects via the REST API. It supports full YouTrack query language and works with both Cloud and Server instances for complete project management integration.

Task Trellis MCP

An MCP server for Task Trellis that provides tools for AI coding agents to manage tasks, currently featuring a simple hello_world demonstration tool.

Kagami

Kagami is an MCP server designed exclusively for the Claude Code Web environment that enables browser automation using Playwright and Firefox. It features an automated setup process and manages secure external access through a JWT authentication proxy with integrated CA certificate support.

tavily-mcp

tavily-mcp

browser-mcp

An MCP server that allows users to interact with their browser through natural language commands, enabling actions like getting page content as markdown, modifying page styles, and searching browser history.

Microsoft Graph MCP Server

Enables management of Microsoft 365 users, licenses, and groups through Microsoft Graph API. Supports user provisioning, license assignment, group management, and automated M365 administration workflows.

Home Assistant MCP Server

スマートデバイス制御 🎮 💡 照明: 明るさ、色、RGB 🌡️ 空調: 温度、HVAC、湿度 🚪 カバー: 位置と傾き 🔌 スイッチ: オン/オフ 🚨 センサー: 状態監視 インテリジェントな組織化 🏠 コンテキストを認識したグルーピング。 堅牢なアーキテクチャ 🛠️ エラー処理、状態検証...