Discover Awesome MCP Servers

ActionsMCP

A Model Context Protocol server that exposes project-specific development tools (tests, linters, typecheckers) to coding assistants through a simple YAML configuration, eliminating the need for manual command approval.

TVControl

MCP server that lets AI agents directly control and interact with the TradingView desktop app via 88 chart-control tools, enabling automated chart reading, Pine Script compilation, strategy optimization, and replay control.

Elasticsearch MCP Server

Connects agents to Elasticsearch data using the Model Context Protocol, allowing natural language interaction with Elasticsearch indices through tools for listing indices, getting field mappings, performing searches, and viewing shard information.

spraay-solana-gateway

Batch send SOL or any SPL token to 1000+ Solana wallets in one call. x402 payment protocol for AI agents.

Parking Information MCP Server

Enables querying parking lot information through an MCP server built with fastMCP, allowing users to retrieve parking facility data via API calls.

OpenAPITools SDK

あなたのAPIが、AIツールに。1分でmcpサーバーを構築。

twitter-username-changes-mcp

An MCP server that tracks the historical changes of Twitter usernames—frequent screen name changes in crypto projects can be a red flag for potential scam risks.

GitHub Actions for Plane-MCP

✈ Plane.so 用の MCP

prompt-new-mcp

A Model Context Protocol server that saves prompts with timestamps and allows users to list previously saved prompts for Claude Desktop.

Brainstorm MCP Server

An MCP server that launches a lightweight localhost UI for interactive AI-assisted brainstorming and planning. It enables collaborative ideation workflows with visual diagrams, interactive elements, and image support for seamless human-AI collaboration.

mcp-sqlite-manager

MCPサーバーでSQLiteデータベースとやり取りする

Prefect MCP Server

鏡 (Kagami)

Rag chatbot with a localhost MCP server

了解しました。RAG（Retrieval-Augmented Generation）ベースのHRチャットボットを構築し、職場の規則を提供し、MCPサーバーと連携させるということですね。 翻訳すると以下のようになります。 **Japanese Translation:** RAG（Retrieval-Augmented Generation）ベースのHRチャットボットを構築し、職場の規則を提供するために、MCPサーバーと連携させます。 **Breakdown:** * **Building an Rag-based HR chatbot:** RAG（Retrieval-Augmented Generation）ベースのHRチャットボットを構築する * **for providing rules in workplace:** 職場の規則を提供するために * **with MCP server:** MCPサーバーと連携させる This translation accurately conveys the meaning of your original statement. Let me know if you have any other text you'd like me to translate!

Shell Command MCP Server

ClaudeのMCPインターフェースを通じて、セキュアなDockerコンテナ内でシェルコマンドを実行できます。これにより、ホストのDockerデーモンにアクセスすることなく、Kubernetesツールと隔離された環境が提供されます。

OpenWeatherMap MCP Server

A Model Context Protocol server that provides comprehensive weather data and forecasts through the OpenWeatherMap API, enabling AI assistants to access real-time weather information, forecasts, air quality data, and location services.

ai-test-gen-poc

An AI-powered test script generator that uses Playwright MCP Server to generate test scripts in TypeScript using BDD-style prompts

Morphik MCP

Enables interaction with the Morphik multi-modal database system for document ingestion, retrieval, querying, and management. Supports text and file ingestion, semantic search with LLM-powered completions, and file system navigation with security controls.

Canvas MCP Server

Connects Canvas LMS to AI assistants, enabling users to list courses and retrieve assignment details through natural language. It features secure multi-institution support with encrypted token storage and a simplified setup process for students.

Jumpseller API MCP Server

An MCP Server that provides access to the Jumpseller e-commerce platform API, allowing users to interact with Jumpseller's functionality through natural language commands.

OfficeReader-MCP

Converts Microsoft Office documents (Word, Excel, PowerPoint) to Markdown format with intelligent image extraction and optimization, preserving document structure and metadata.

mcp-gmail

Enables interaction with Gmail through the Gmail API to read unread messages, retrieve email threads, and create draft replies programmatically. Supports OAuth authentication and automated email processing through natural language.

LiveKit RAG Assistant

Enables AI-powered semantic search and question-answering for LiveKit documentation using Pinecone vector search and real-time web search with Tavily, providing detailed responses with source attribution.

QI140 MCP Multi

A multi-purpose MCP server for AI-powered healthcare assistance that processes clinical data through configurable LLM providers. Maintains webhook endpoints for patient data processing with PostgreSQL logging and OpenAPI documentation.

Aristotle MCP Server

Enables LLMs to prove theorems in Lean and formalize mathematical problems using the Aristotle API, supporting both formal Lean code and natural language problem submissions.

Vehicle Database MCP Server

Enables access to comprehensive vehicle information including VIN decoding, license plate OCR, vehicle history checks (theft, title, salvage records), market valuations, specifications, and warranty data for vehicles across North America and Europe.

Nowledge Mem

Enables Claude to add and search personal memories through the Nowledge Mem service. Allows users to store and retrieve contextual information across conversations.

MySQL MCP Server

Enables AI assistants to securely interact with MySQL databases for schema discovery, data querying, and record management with configurable access controls. It provides specialized tools for listing tables, describing structures, and performing CRUD operations within environments like Claude and VS Code.

Network Scanner MCP

Enables network discovery, port scanning, and infrastructure monitoring with device detection, service fingerprinting, and cluster health checks for autonomous AI systems.

Superpowers MCP Server

Provides access to the Superpowers skills library - expert-crafted workflows and best practices that guide AI assistants through proven techniques for coding tasks. Supports both community skills and custom personal skills.

Vector Memory MCP Server

Provides local vector-based semantic memory storage for AI assistants to persist context and decisions across sessions using local embeddings and LanceDB. It enables private semantic search and session handoff capabilities to maintain long-term project context.