Developer Tools MCP Servers

Fastapi

Demonstrates how to mount a Model Context Protocol (MCP) server on a FastAPI application.

Grareco

Generates graphic recordings from URLs or text using an MCP server.

AI Agents Lab

Provides a suite of AI agent architectures built on the Model Context Protocol (MCP) for standardized, context-aware AI systems.

Inoyu Unomi

Connects Claude to Apache Unomi for user profile management, enabling context retention across conversations.

Reexpress

Adds state-of-the-art statistical verification to LLM pipelines, providing a robust AI second opinion.

Replicate Image Generate

Generates images using the Replicate Flux Schnell model via a simple HTTP API.

Mokei

Facilitates the creation, interaction, and monitoring of clients and servers utilizing the Model Context Protocol.

Component Harvester

Automatically discovers, fetches, and processes React components from popular UI libraries for AI agent integration.

Pref-Editor

Facilitates interaction with the Pref-Editor tool.

Investidor10

Fetches stock market data and indicators from the Investidor10 API using the Model Context Protocol.

Tool Override Tester

Demonstrates how tools can be dynamically overridden across multiple Model Context Protocol servers.

AEM Edge Delivery

Processes mathematical calculations and interprets natural language math queries via a Node.js server.

Stun

Sends STUN Binding Requests (RFC8489) and returns the results via MCP.

Privsim

Categorizes and provides tools for a variety of software development and management purposes.

Ssh Server

Enables secure remote command execution and file operations through SSH for Model Context Protocol.

Eagle

Enables media file management for the Eagle application through a Model Context Protocol server.

Test Repo

Demonstrates interaction with the GitHub API from an AI assistant using the GitHub MCP-server.

Hackage Documentation

Enables AI assistants to retrieve Haskell documentation from Hackage for improved Haskell programming assistance.

RAG Demo

Demonstrates a Retrieval-Augmented Generation (RAG) application integrated with MCP server.

Mycobot

Enables pick-and-place instructions to be sent to a myCobot robotic arm using the Model Context Protocol.