Developer Tools MCP Servers

Markitdown

Converts various file and office document formats into Markdown for streamlined integration with applications and LLM compatibility.

PVV

Integrates VOICEVOX speech synthesis and speaker management capabilities via an MCP server.

Node Terminal

Provides a server for creating and managing terminal sessions, enabling AI agents to interact with terminal environments programmatically.

FastAPI Server Example

Provides a robust, example implementation of a Model Context Protocol (MCP) server using the FastAPI framework.

Ollama

Exposes Model Context Protocol tools for interacting with local Ollama models.

Training Course

Provides an educational example of an MCP server to expose tools, resources, and prompts to AI clients using the FastMCP library.

Alloy

Provides a local Alloy-Language server to facilitate the generation and execution of Alloy modeling code.

License Scanner

Scans project dependencies to generate comprehensive markdown license reports.

Rexi

Provides an MCP server to integrate the Rexi API, offering structured tools and resources for AI assistants.

Numerical Methods Solver

Calculates roots of quadratic equations using various numerical methods, enhanced by an AI-powered selection process.

Linear Lite

Provides a lightweight Model Context Protocol (MCP) server to efficiently interact with Linear, offering streamlined issue management and workspace insights.

PDF Generation

Facilitates the creation of diverse PDF documents, from professional reports to creative designs, for both AI agents and human users.

Fast Gemini

Provides an AI-powered Model Context Protocol (MCP) server for efficient task management and data processing.

FastAPI Gemini Integration

Integrates a FastAPI application with Google's Gemini AI using a simplified Model Context Protocol server.

Strava

Connects Cursor AI with Strava activity data using a Model Context Protocol server.

FastMCP

Integrates FastAPI with Google's Gemini AI through the Model Context Protocol (MCP) using FastMCP, enabling natural language interaction with API endpoints.

Demo

Provides a production-ready FastMCP reference server, bundled with hackathon resources and reusable starter prompts for Cursor integration.

Jenkins Langchain

Enables AI assistants to directly interact with Jenkins CI/CD systems, offering AI-powered insights, build management, and debugging.

Excel

Enable manipulation of Excel files and workbooks through an AI agent without requiring Microsoft Excel to be installed.

Awesome Linux

Empower AI models to securely manage remote Linux servers and automate browser interactions.