Developer Tools MCP Servers

Demo Project

Demonstrates Model Context Protocol (MCP) server capabilities with Server-Sent Events (SSE) support through a word reversal utility.

Universal

Implements a Model Context Protocol server compatible with both OpenAI and Claude, facilitating communication between AI models and external contexts.

Chatsum

Summarizes chat messages based on user-defined prompts and queries.

Basic Math

Provides a Vercel-deployable template for building custom Model Context Protocol servers with extensible functionalities.

Vercel Functions

Provides a server template for deploying custom tools and resources on Vercel.

Spotify

Enables voice control and management of Spotify playback through Claude Desktop or other MCP-enabled clients on Windows.

Markdown to HTML

Provides a server-side service for converting Markdown to HTML.

Codebase

Indexes code repositories into PostgreSQL with pgvector for production-grade semantic code search tailored for AI coding assistants.

Next.js Docs

Delivers official Next.js 16 documentation directly to AI assistants and editors to ensure accurate and up-to-date development guidance.

Python Jira

Enables AI models to interact with Jira through a standardized Model Context Protocol (MCP).

Apod

Generates a Multi-Agent Conversation Protocol (MCP) server for the NASA Astronomy Picture of the Day API.

LightRAG

Provides a tool-based interface to a locally running LightRAG HTTP API, enabling programmatic interaction with its capabilities.

GitHub Repository

Provides AI assistants with access to browse and read files from specified GitHub repositories using the Model Context Protocol.

MathServer

Provides basic math operations through an API for MCP-compatible clients.

Lolbyte

Integrates the Model Context Protocol as a server for various Large Language Model (LLM) clients, enabling enhanced context management.

Beijing Time

Delivers real-time Beijing timezone information and formatted time data through a Model Context Protocol server.

Aira

Generates commit messages from git staged files, facilitating Gitflow workflows.

File Scout

Exposes MCP-style HTTP endpoints for integrating a file search utility into Spring Boot applications.

MCU

Generates a core palette color scheme using Google's Material Color Utilities library based on a provided seed color.

MedX

Enables AI agents to access medical AI capabilities via a RESTful API, facilitating advanced diagnostic support and personalized healthcare.