Discover Awesome MCP Servers

DevContext

Workspace-aware MCP server that provides AI clients with structural code understanding via AST parsing, hybrid retrieval, and git history, enabling accurate code search, definition lookup, and blame analysis.

minimax-coding-plan-mcp

Node.js MCP server for MiniMax's Token Plan, providing image understanding and web search capabilities.

ghidra-retro-mcp

Enables AI assistants to perform headless reverse engineering of retro game ROMs using Ghidra, with automated platform detection and triage.

PPT Master Deck MCP

Paid remote MCP for generating, revising, rendering, and exporting PowerPoint decks with structured receipts and audit logs.

Chromadb Fastapi Mcp

Aqui está uma tradução do texto "chromadb を fastapi 化し fastapi-mcp で mcp server として利用": **Tornar o ChromaDB acessível via FastAPI e utilizá-lo como um servidor MCP com fastapi-mcp.** Uma tradução mais detalhada, dependendo do contexto, poderia ser: **Expor o ChromaDB através de uma API FastAPI e integrá-lo como um servidor MCP usando o framework fastapi-mcp.** **Explicação dos termos:** * **chromadb:** Refere-se ao ChromaDB, um banco de dados vetorial. * **fastapi 化 (fastapi-ka):** Significa "tornar algo acessível via FastAPI" ou "criar uma API FastAPI para algo". * **fastapi-mcp:** Refere-se ao fastapi-mcp, um framework para criar servidores MCP (Microservice Control Plane) usando FastAPI. * **mcp server:** Um servidor que faz parte de um Microservice Control Plane, responsável por gerenciar e controlar microsserviços. Portanto, a frase descreve o processo de criar uma API para o ChromaDB usando FastAPI e, em seguida, integrá-lo em um sistema de microsserviços usando o framework fastapi-mcp.

langfuse-observability-mcp

A read-only MCP server that enables agents to query and analyze Langfuse observability data, including traces, sessions, observations, scores, and metrics.

mcp-arcgis-chestercounty

Enables querying Chester County, PA open geospatial data via ArcGIS, including search, layer query, and schema retrieval.

gleif-mcp-server

A Model Context Protocol server that provides access to the GLEIF REST API for querying legal entity information, LEI records, issuer details, and organizational relationships.

linux-mcp-server

Suporte para executar shell no Linux.

trainee-mcp-server

A training MCP server built with TypeScript that provides basic tools (add, get_weather) and a resource (favorite-cities) for use with Claude Desktop. Weather data is fetched from Open-Meteo without requiring an API key.

litellm-mcp

MCP server that provides tools to interact with the LiteLLM proxy API, enabling LLM completions, embeddings, image generation, and admin operations.

Monad NFT Launch Tool

An MCP server that helps users create NFT collections, deploy smart contracts to the Monad blockchain, and generate mint websites with Claude AI integration.

Directory Explorer MCP Server

A Model Context Protocol server that provides token-aware directory exploration and file analysis for Large Language Models, enabling intelligent codebase navigation with features like directory scanning, file content extraction, and token usage statistics.

nova-act-mcp

Um servidor MCP que fornece ferramentas para controlar navegadores da web usando o SDK Amazon Nova Act. Permite fluxos de trabalho de automação de navegador de várias etapas por meio de agentes MCP.

Ant Design MCP Server

Provides access to Ant Design component library documentation and information for automated code generation. Enables searching components by category or keyword, retrieving component props, examples, API documentation, and available icons.

hedera-mcp

Comprehensive MCP server for Hedera (Hashgraph) covering 73 tools across all core services, building unsigned transactions for AI agents to propose. Never holds keys; reads via public Mirror Node.

GraphKeeper

Local-first CLI that mines git history for file-level co-change patterns and builds a queryable knowledge graph for AI coding agents, exposed via an MCP server.

Escritório

Enables peer-to-peer messaging and coordination between Claude Code sessions via a shared mail server, with tools for roster, ask, dm, inbox, board, and claim.

Open Search MCP

A comprehensive Model Context Protocol server providing 33 specialized research and search tools for Claude Desktop, enabling powerful search capabilities across academic, technical, and general domains.

@propraven/mcp

MCP server giving agents canonical access to 180M+ US parcels with ownership, valuation, permits, deeds, hazard, and market data.

MiniMax Vision MCP Server

MCP server for MiniMax vision models, enabling image analysis through the OpenAI-compatible chat completions endpoint. Supports local image files and remote URLs, with configurable temperature, max tokens, and adaptive thinking.

Genesys Archivist MCP Server

Captures Genesys Cloud Architect flows and their dependent resources, then generates grounded business and technical documentation as Markdown, PDF, and diagrams from immutable capture bundles.

Run Coach

An MCP server that pulls your Strava data and gives you a run recommendation from Claude, rendered as a dashboard.

Task Manager MCP Server

Enables task management through natural language with full CRUD operations including add, list, update, complete, and delete tasks with JSON persistence.

ServiceNow MCP Server

Enables Claude to interact with ServiceNow instances through comprehensive API integration. Supports incident management, service catalog operations, change requests, knowledge base management, user administration, and agile project management with multiple authentication methods.

MCP PVE

Enables management of Proxmox Virtual Environment clusters, virtual machines, and containers through natural language interfaces. It provides 105 tools for tasks like power management, configuration, and resource monitoring with granular access control tiers.

slac-mcp

MCP server exposing SLAC (Simple Logic & Arithmetic Compiler) as tools for LLM agents, enabling evaluation of expressions and retrieval of syntax reference.

llmstxt-mcp

用于管理远程llms.txt文档的MCP服务器，支持添加、编辑、删除、列出和获取llms.txt文档内容。

PyAutoGUI MCP Server

Provides automated GUI testing and control capabilities through an MCP server that enables mouse movements, keyboard input, screen captures, and image recognition across Windows, macOS, and Linux.