Discover Awesome MCP Servers

stobo-mcp

Retired MCP server that originally provided SEO/AEO audits; now only exposes a stobo_status tool indicating the service has been shut down.

fh6-tuner

An MCP server that analyzes Forza Horizon 6 telemetry to provide AI-driven tuning, build, and driving recommendations via Claude.

cogDepot MCP server

Enables AI agents to publish capability listings, negotiate terms, and form direct peer-to-peer deals via cogDepot's anonymous broker, with tools for discovery, account management, and rating.

LocalTools MCP

A stdio MCP server for Claude Desktop that provides an interactive media player, a local command runner, and file read/write/edit tools.

Gemini MCP Server

A Model Context Protocol server that enables LLMs to perform web searches using Google's Gemini API and return synthesized responses with citations.

web-search-cli

Enables web search using Bing and DuckDuckGo combined, and fetching readable content from web pages, with no API key required.

SpherePay MCP Server

Enables users to manage the SpherePay payment platform, including customer onboarding, bank and wallet management, and cross-chain transfers. It provides tools for executing financial workflows, tracking transfers, and configuring virtual accounts for fiat-to-stablecoin conversions.

Debug MCP Server

Enables AI-powered debugging through structured logging with pattern recognition and intelligent analysis. Allows applications to write structured logs and receive actionable debugging insights based on error patterns and frequency analysis.

apidog-mcp

An MCP server for Apidog that enables listing projects, inspecting API trees, creating modules and folders, and adding or updating requests without manual configuration.

RAG Query MCP Server

Enables querying a hybrid-retrieval RAG pipeline (dense + BM25) over ingested PDF documents, returning answers generated by Gemini.

Microlink

It turns natural-language requests into Microlink calls: take screenshots, generate PDFs, extract metadata or readable text, detect video/audio sources, run Lighthouse audits, scrape custom fields with CSS selectors and more

Alegra MCP Server

A Model Context Protocol server that enables LLMs to securely interact with Alegra accounting API, allowing operations on invoices, contacts, and items data.

Nova

Gives an LLM agent control of the macOS desktop from a single self-contained Rust binary: Set-of-Mark numbered screenshots, Accessibility-tree clicks with browser-JS fallback for web content, Apple Vision OCR, mouse, keyboard, and clipboard.

Kubernetes MCP Server

Enables Claude Desktop to interact with Kubernetes clusters using kubectl and helm, providing tools for querying pods, services, Helm releases, and analyzing versions.

androir-mcp

An MCP server that allows AI agents to drive real Android devices via adb, capturing screenshots, reading the live UI tree, and performing actions like tap, swipe, and type.

simple_mcp

An educational MCP server that teaches implementing the Model Context Protocol from scratch, enabling AI models to discover and invoke tools via JSON-RPC over stdio.

Walutomat MCP Server

Provides tools for managing wallet operations, transfers, and currency exchanges through the Walutomat platform, including balance checking, transfers, and market operations.

@posteahora/mcp

Enables AI agents to create, schedule, and publish social media posts across Instagram, X/Twitter, LinkedIn, Threads, Facebook, and other platforms via the PosteAhora API.

RAG Application

MCPサーバー統合によるRetrieval-Augmented Generation (RAG) アプリケーションのデモ。

Loki MCP Server

An MCP server for querying Grafana Loki directly with a discovery-first workflow — labels, values, series, and LogQL queries without requiring Grafana.

MCP Browser Logger

An MCP server that captures browser console logs and network requests via the Chrome DevTools Protocol. It allows users to monitor real-time logs, inspect network traffic, and execute JavaScript code directly in the browser context.

MCP Server

A JSON-RPC 2.0 compliant server that enables interaction with HDF5 data files and Slurm job scheduling through standardized API endpoints.

@humanagencyp/deploy-mcp

Enables agents to deploy software via GitHub Actions only with a signed receipt, providing gated tools to resolve refs, list deployments/environments, and dispatch pipelines for a specific commit.

Google-MCP-Server

Enables appending text to Google Docs and creating Gmail drafts via OAuth 2.0.

industry-chain-mcp-server

An MCP server that integrates HandaaS data APIs for industrial chain analysis, enabling enterprise search, supply chain prospecting, patent analytics, and bidding intelligence.

EduChain MCP Server

Enables AI-powered generation of educational content including multiple-choice questions, lesson plans, and flashcards on any topic through integration with the EduChain library and DeepSeek model via OpenRouter.

Healthcare Document Intelligence MCP Server

Enables document search, grounded question answering, summarization, patient timeline extraction, and PHI redaction for healthcare documents using retrieval-augmented generation.

Conclave MCP

Provides access to multiple frontier LLM models (GPT, Claude, Gemini, Grok, DeepSeek) for consulting a "conclave" of AI perspectives, enabling peer-ranked evaluations and synthesized consensus answers for important decisions.

Browse Together MCP

コードを編集する際に、AIと共同でブラウジングできます。ヘッド付きのPlaywright制御ブラウザと、それに付随するMCPサーバーです。