All MCP Servers

An MCP server that enables agents to attach debugpy to running Python processes inside Docker containers for enhanced debugging and inspection. It provides tools for container autodiscovery, process injection, and generating breakpoint plans based on logs and metadata.

A full-stack template for building Model Context Protocol servers that expose tools and workflows to AI agents while also serving a web interface built with React and Tailwind CSS.

Find licensed HVAC, plumbing, and electrical providers in Miami with verified ratings.

An MCP server that retrieves and provides AI model information from OpenAI, Anthropic, and Google through a unified interface.

An MCP server that enables LLM applications to control web browsers via Browserbase, supporting features like web navigation, screenshots, cookie management, and persistent contexts.

Node.js server implementing Model Context Protocol for filesystem operations, allowing Claude to read, write, and manipulate files and directories in specified locations.

A test server implementing all features of the MCP protocol, including prompts, tools, resources, and sampling, designed for testing MCP clients rather than practical applications.

Self-evolving memory system for AI agents

An MCP server for managing and executing commands on remote infrastructure via SSH, featuring regex-based command policies, hot-reloading configurations, and parallel execution across groups.

A simple and efficient MCP server that provides Base64 encoding and decoding functionality for both text and images with support for Data URL format.

MCP server for time in cities around the world, time zones, DST, conversion, and meetings.

A Model Context Protocol (MCP) server that enables AI assistants and LLMs to access real-time weather data and forecasts by connecting to the OpenWeatherMap API.

DOOH advertising via AI agents. 5,000+ screens with real-time audience signals.

A starter template for creating Model Context Protocol servers that work with Puch AI. Includes ready-to-use tools for text processing, image manipulation, and demonstrates Bearer token and OAuth authentication patterns.

An MCP server that enables AI assistants to interact with SAP systems via the ABAP Development Tools (ADT) REST API. It allows users to read ABAP source code, inspect DDIC objects, and execute SQL queries directly.

A high-performance Windows file search MCP server that integrates the Everything engine to provide instant file and folder querying with advanced syntax and filtering.

Enables searching and retrieving CAIE past-paper questions with filters for subjects, years, and specific topics. It provides LLM-friendly responses including concise text previews and structured JSON data for single or multi-topic queries.

A specialized genomic MCP server that interfaces with the evo2 foundation model to generate, score, and analyze DNA sequences using local GPUs, SLURM clusters, or Nvidia NIM cloud APIs.

Security-focused MCP server protecting against unicode attacks, injection threats, and other AI vulnerabilities

RapidChart MCP Server enables developers to generate, update, and manage sophisticated AI-powered diagrams directly from code within Cursor IDE, supporting multiple models like GPT-4 and Claude.

MCP server for transcribing Google Chat voice messages using Groq Whisper API

Enables direct creation and management of educational content on the EuConquisto Composer platform through a 7-step workflow. Supports lesson creation, content validation, and Brazilian education standards compliance

Connect Claude to XERT cycling analytics - access fitness signature (FTP, LTP, HIE), training load, workouts, and activities.

An Elasticsearch-based AI memory system optimized for Chinese that enables persistent knowledge storage and complex entity relationship management via the Model Context Protocol. It features advanced semantic search using the IK analyzer and supports multi-zone memory isolation for specialized knowledge graphs.

Provides tools to scrape, extract structured data, and crawl webpages, with access to browser automation agents like OpenAI's CUA, Anthropic's Claude Computer Use, and Browser Use for complex web tasks.

WhatsApp MCP Server - Human-in-the-loop for AI agents via WhatsApp