Discover Awesome MCP Servers

OnCall Runbook MCP Server

A streamlined MCP server designed for querying on-call runbooks through an optimized QA tool with intent recognition and risk assessment. It provides structured troubleshooting steps and supports graceful degradation to offline mode when LLM services are unavailable.

Google Workspace MCP Server

Gmail と Calendar API を操作するためのツールを提供する Model Context Protocol サーバー。これにより、メールやカレンダーのイベントをプログラムで管理できます。

Dify MCP Server

TypeScript で構築されたサーバーで、MCP クライアントを Dify アプリケーションに接続し、Dify アプリケーションを MCP クライアント内で直接使用できるツールとして動的に公開します。

OmniDocs MCP

An intelligent MCP server that enables AI agents to crawl, index, and semantically search official framework documentation using local RAG. It prevents hallucinations by providing precise, up-to-date documentation excerpts directly into the AI's context window.

MCP Financial Datasets Server

Provides backtesting-compliant financial data including company financials, historical stock and crypto prices, and news with sentiment analysis from financialdatasets.ai API.

Grimoire

Provides D\&D 5e spell information through search and filtering tools. Access detailed spell data, class-specific spell lists, and spell school references powered by the D\&D 5e API.

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries to view merge requests, code reviews, test reports, pipeline statuses, and respond to discussions.

PDF Generator API MCP Server

This MCP server enables interactions with the PDF Generator API for creating, converting, and managing PDF documents using natural language commands.

Semantic Mesh Memory (SEM) MCP Server

Provides a coherent memory layer for LLM agents that models beliefs as nodes in a constraint network to detect and surface semantic contradictions. It uses local embeddings and a hybrid geometric-logical energy model to identify conflicting information that requires review.

MCP Google Analytics Server

Enables comprehensive integration with Google Analytics 4, allowing users to read analytics reports and send custom events through both the Data API and Measurement Protocol v2.

Scientific Computation MCP

Enables mathematical and scientific computations including linear algebra operations (matrices, eigenvalues, decompositions), vector calculus (gradients, curl, divergence), and visualization of vector fields and functions.

Tailscale MCP Server

Provides seamless integration with Tailscale's CLI commands and REST API, enabling automated network management and monitoring through a standardized Model Context Protocol interface.

Cryptocurrency Market Data Server

主要な取引所との連携を通じて、リアルタイムおよび過去の暗号通貨市場データを提供します。このサーバーにより、ClaudeのようなLLMは、現在の価格を取得し、市場のトレンドを分析し、詳細な取引情報にアクセスできます。

flompt

Visual AI prompt builder that decomposes any raw prompt into 12 semantic blocks and recompiles them into Claude-optimized XML. Exposes decompose_prompt and compile_prompt tools via MCP.

Talebook MCP Server

A simple FastAPI-based MCP server that provides book-related tools, currently supporting retrieval of book collection counts.

docdex

Docdex is a lightweight, local documentation indexer/search daemon. It runs per-project, keeps an on-disk index of your markdown/text docs, and serves top-k snippets over HTTP or CLI for any coding assistant or tool—no external services or uploads required.

TFT MCP Server

このサーバーは、ClaudeがTeam Fight Tactics (TFT) のゲームデータにアクセスできるようにするもので、ユーザーはRiot Games APIを通じて、対戦履歴や詳細な対戦情報を取得できます。

Monad MCP Server

Enables interaction with the Monad testnet to check balances, examine transaction details, get gas prices, and retrieve block information.

MCP Brain Service

Enables character management and semantic search for the Auto-Movie application through WebSocket communication. Supports creating characters with personality/appearance descriptions and finding similar characters using natural language queries with embedding-based similarity matching.

Unified Auth0 MCP Server

An MCP server that enables Claude Code to access Auth0-protected APIs by handling OAuth authentication flows and securely proxying API requests with user credentials.

Crypto Price & Market Analysis MCP Server

Provides comprehensive cryptocurrency analysis using the CoinCap API, offering real-time price data, market analysis across exchanges, and historical price trends for any cryptocurrency.

float-mcp

A community MCP server for float.com.

Pokémcp

MCP (Model Context Protocol) を試したり、PokeDex API にクエリを実行したりするためのリポジトリ - NaveenBandarage/poke-mcp

Tability MCP Server

Enables AI assistants to manage OKRs, track goals, and update progress on the Tability platform using natural language. It provides 27 tools for interacting with plans, objectives, outcomes, initiatives, and workspace memberships via the Tability API.

DeepClaude MCP Server

This server integrates DeepSeek and Claude AI models to provide enhanced AI responses, featuring a RESTful API, configurable parameters, and robust error handling.

MySQL MCP Server

An MCP server that allows working with MySQL databases by providing tools for executing read-only SQL queries, getting table schemas, and listing database tables.

mcp-uspto

An MCP server for searching and retrieving USPTO data, including patents, trademarks, assignments, and PTAB decisions. It allows users to research IP landscapes, track prosecution histories, and analyze inventor or assignee portfolios through integrated tools.

Remote MCP Server on Cloudflare

鏡 (Kagami)

Node Terminal MCP

Enables AI agents to interact with terminal environments through multiple concurrent PTY sessions. Supports cross-platform terminal operations including command execution, session management, and real-time communication.

MCP ComfyUI Flux

Enables AI image generation using FLUX models through ComfyUI with GPU acceleration, supporting image generation, 4x upscaling, and background removal with optimized Docker deployment.