Discover Awesome MCP Servers

RAGFlow MCP Server

Enables interaction with the RAGFlow API to manage knowledge base datasets and conduct AI-driven chat sessions. Users can list datasets, create chat assistants, and retrieve or query information from specialized knowledge bases.

codecortex

Persistent codebase knowledge layer for AI agents. Pre-digests codebases into structured knowledge (symbols, dependency graphs, co-change patterns, architectural decisions) and serves via MCP. 28 languages, 14 tools, ~85% token reduction.

Access and SQLite MCP Server

Enables AI interaction with Microsoft Access and SQLite databases to perform SQL queries, updates, and data management. It supports importing and exporting data via CSV and Excel files and includes tools for managing human-readable notes about database files.

net-mcp

An MCP server for network engineering that provides comprehensive tools for BGP analysis, RPKI validation, and DNSSEC-aware DNS queries. It integrates public data sources like RIPE and Cloudflare Radar with local diagnostic tools to give LLMs structured access to real-time and historical network states.

lore

Semantic search across Claude Code conversations. Hybrid vector + keyword search, fully local, background indexing.

akhq-mcp-server

Servidor de protocolo de contexto de modelo experimental para la herramienta de monitorización de Kafka AKHQ.

MCP AgentRun Server

Enables safe Python code execution in isolated Docker containers through the AgentRun framework. Provides automatic container lifecycle management and comprehensive error handling for secure and reproducible code execution.

MCP-server-using-python

Estamos construyendo un servidor MCP local llamado mix_server, una conexión funcional a Claude para escritorio para que puedas hablar con tus herramientas a través del lenguaje natural.

MyFitnessPal MCP Server

Enables retrieval and analysis of MyFitnessPal nutrition data including daily summaries, meal breakdowns, exercise tracking, and macro/micronutrient analysis. Uses browser cookie authentication to access your personal MyFitnessPal account data through natural language queries.

AudacityMCP

Enables AI assistants to control Audacity for real-time local audio editing, mastering, and transcription through over 90 specialized tools. It allows users to perform complex audio processing tasks like noise reduction and podcast cleanup using natural language commands.

JS Reverse MCP

Enables AI coding assistants to debug and analyze JavaScript code in web pages through breakpoint debugging, function hooking, network analysis, and runtime inspection of scripts including minified code.

Cloudflare Remote MCP Server Template

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables easy creation and deployment of custom MCP tools that can be accessed remotely via Claude Desktop or Cloudflare AI Playground.

Hashcat MCP Server

A Model Context Protocol server that provides intelligent hashcat integration for Claude Desktop, allowing users to crack hashes, analyze passwords, and perform security assessments directly from Claude conversations.

MCP Reddit Server

Enables AI assistants to interact with Reddit by searching subreddits, retrieving hot posts, and fetching detailed post information with comments through the Reddit API.

Stock MCP Server

Un servidor MCP para cotizaciones bursátiles en tiempo real, utilizando el Protocolo de Contexto de Modelo (MCP).

imessage-mcp

A read-only MCP server for macOS that enables users to search through iMessage history and analyze conversation patterns using AI-powered tools. It provides detailed statistics on messaging habits, streaks, and contact analytics while keeping all data private and local.

WiseVision/mcp_server_ros_2

Public implementation of MCP for ROS 2 enabling to interact with system visible various robots, capable of: List available topics List available services Call service Subscribe topic to get messages Publish message on topic and more

MCP Codebase Index

Enables semantic search across your codebase using Google's Gemini embeddings and Qdrant Cloud vector storage. Supports 15+ programming languages with smart code chunking and real-time file change monitoring.

MCP Domain Checker Price

Provides domain registration pricing from Joker.com and generates affiliate purchase links. Supports both static pricing data for instant responses and optional real-time API pricing with smart caching.

FreeCAD MCP

Enables control of FreeCAD CAD software from Claude Desktop through natural language commands. Supports creating, editing, and managing 3D objects, executing Python code, and generating screenshots of designs.

Pistachio MCP Server

A remote MCP server built with Node.js and TypeScript that enables tool calls and prompt templates via streamable HTTP transport. It includes example implementations for a calculator and localized greetings, featuring built-in CORS support for web-based clients.

File System MCP Server

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MCP Multi-Server System

A dual-server MCP system with PostgreSQL integration that provides financial tools (stock prices, portfolio calculation, financial news) on one server and utility tools (weather, time, data processing, text analysis) on another server.

Recash1 MCP Server

Enables access to the Recash1 API for searching and retrieving product information from a database, including filtering products and getting all products with their codes.

PostgreSQL MCP Server

Un servidor de Protocolo de Contexto de Modelo que proporciona acceso de solo lectura a bases de datos PostgreSQL, permitiendo a los LLM inspeccionar esquemas de bases de datos y ejecutar consultas de solo lectura.

MCP-RAG

An MCP-compatible system that handles large files (up to 200MB) with intelligent chunking and multi-format document support for advanced retrieval-augmented generation.

TradesPro

TradesPro is an open source MCP server that gives AI assistants structured knowledge of the skilled trades: electrical (NEC 2023), plumbing (UPC 2024), and HVAC (IRC Mechanical).

Time MCP Server

Enables LLMs to retrieve current time information for specific IANA timezones or the local system timezone. It provides accurate ISO 8601 timestamps and detects daylight saving time status for requested locations.

giskard-search

Pay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay in sats via Lightning Network micropayments — no API keys required.