API Development MCP 服务器

Servers

Provides reference implementations for Model Context Protocol (MCP) servers, demonstrating how to give Large Language Models (LLMs) secure, controlled access to tools and data sources.

Model Context Protocol CLI

Interacts with a Model Context Protocol server, enabling users to send commands, query data, and manage resources.

Buckeye

Queries all public information across the osu.edu domain and its subdomains.

MCV

Serves resume data via the Model Context Protocol (MCP) using Cloudflare Workers and Durable Objects.

MyMcpServer

Provides a Model Context Protocol server that implements a simple notes system.

ValueRouter

Enables AI agents to seamlessly bridge USDC across multiple blockchain networks, providing real-time quotes, transaction simulations, and status tracking.

Calendarific

Provides global public holiday data for AI assistants via the Calendarific API.

Pipedream

Provides a reference implementation for self-hosting Pipedream's Model Context Protocol (MCP) server to integrate with thousands of apps and APIs.

Forge

Manage Docker containers through an HTTP API or MCP server, enabling seamless integration with AI agents for isolated code execution.

Sentra

Provides a minimal FastAPI service exposing discoverable tools with execution capabilities for integration in local, Docker, or VPS environments.

Python Weather

Provides real-time weather data for specified locations via an AI agent-accessible tool built with the Model Context Protocol (MCP).

Ollama

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

Python Protocol Examples

Provides examples for building Model Context Protocol servers using `fastmcp` and `fastapi_mcp` Python libraries.

Gilhari One-to-Many Example

Illustrates configuring Gilhari for one-to-many JSON object relationships using BYREFERENCE semantics within a RESTful microservice.

Semiconductor RAG Search

Enables retrieval-augmented generation for efficient semiconductor component search, leveraging the Model Context Protocol.

Flightradar24 API

Provides access to the Flightradar24 API for real-time and historical flight data.

AI Studio Tools

Provides a FastAPI server integrating Google Gemini AI with an auto-routing mechanism for various utility tools.

Gemini CLI

Develops a lightweight MCP server for integrating with Ollama and Gemini CLI, enhancing AI interactions with prompt optimization, speculative decoding, and self-correction.

AgentFabric

Enables AI agents to safely execute paid APIs and on-chain workflows on Cronos using scoped session keys, ensuring autonomous execution without exposing private keys.

FootballBin

Delivers AI-powered football match predictions, including scores, next goal scorers, and corner counts, for Premier League and Champions League games.