API Development MCP 服务器

Agents File Operations

Provides file system operations via a Model Context Protocol (MCP) server-client architecture.

Spring

Exposes data through a Spring Boot application acting as an MCP server, enabling secure two-way connections between data sources and AI-powered tools.

MGnify

Expose MGnify’s metagenomics API as tools and resources for AI clients using the Model Context Protocol.

Ableton API

Integrates Ableton Live with Claude AI for comprehensive AI-assisted music production and real-time session control.

Cloudflare Agent Host

Deploys an authentication-free remote AI agent server on Cloudflare Workers for seamless integration of custom tools.

Basic Math

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

MVG Störung

Provides cached access to Munich Public Transport (MVG) disruption data.

SSE

Provides a framework for building Model Context Protocol (MCP) servers utilizing the Server-Sent Events (SSE) protocol.

Snipe-IT

Provides AI assistants with tools to perform comprehensive CRUD operations and state management on assets and consumables within a Snipe-IT inventory system.

EPA Envirofacts

Provides AI agents with structured access to U.S. EPA environmental data, including facility details, chemical releases, water violations, and hazardous waste sites for U.S. locations.

Zenn Hackathon Search

Search and analyze submissions from the Zenn AI Agent Hackathons using an AI agent and a chat-based web UI.

KnowBe4 GraphQL API

Provides secure, read-only access to the KnowBe4 GraphQL API for Claude Desktop, featuring optimized queries, PII filtering, and comprehensive audit logging.

Loilonote

Extends Loilonote functionality by providing a custom server and browser extension.

NTeALan Dictionaries

Provides a unified interface for managing dictionary data, articles, and user contributions for NTeALan REST APIs, designed for easy integration and extension.

Vibase

Empowers developers to query and mutate PostgreSQL data via simple YAML configurations, serving it over MCP transports like HTTP or STDIO.

Swit

Connects the Swit collaboration platform to automate workflows via Model Context Protocol.

FastAPI Sample

Serves as a foundational FastAPI application demonstrating integration with the Model Context Protocol for client communication.

Tax Alert Chatbot

Provides tools for querying, inserting, updating, and deleting tax alert data in a database, dynamically triggered by an AI agent.

Copilot Studio Integration

Facilitates deployment and integration of AI Model Context Protocol servers with Microsoft Copilot Studio to enhance AI model capabilities with external data sources.

Spotify

Provides access to Spotify's music data through the Spotify Web API via a Micro-Context Protocol (MCP) server.