API Development MCP 服务器

Client Server Sample

Demonstrates the creation and usage of MCP clients and servers using Python.

Google A2A

Builds A2A-compliant multi-agent systems using Spring Boot, Ollama, and Google's Agent-to-Agent protocol.

Python Docs Server

Fetches Python documentation using the Brave Search API.

Freshrelease

Integrates AI models with Freshrelease to programmatically manage projects and tasks.

Server2MCP

Enables Spring Boot applications with Multi-Agent Communication Protocol (MCP) capabilities for integrating advanced AI features.

MCPHubs

Showcases projects related to Anthropic's Model Context Protocol (MCP).

Wasic

Orchestrates WebAssembly components as Model Context Protocol (MCP) servers, integrating sandboxed tools into AI workflows.

Weather

Expose weather data via an API that is directly callable by AI assistants.

DeepWiki

Integrates GitHub repository search with DeepWiki documentation fetching, optimized for Claude Desktop.

Gemini Pro

Integrates the Google Gemini Pro API with Claude Desktop, enabling advanced text and image analysis.

Weather

Provides real-time weather forecast and alert data for US locations through the National Weather Service API.

Vertica

Provides local natural language processing and a REST API for Vertica database interactions.

Europarcel

Provides a self-hosted server for integrating with the Europarcel API, supporting both stdio and HTTP transport modes.

Google Drive

Enables AI systems to interact with Google Drive for file and folder management.

OpenAPI

Generate standardized MCP tools dynamically from any OpenAPI specification.

FastAPI OpenAPI

Transforms FastAPI application OpenAPI documentation into MCP (Model Context Protocol) Tools, enabling AI programming assistants to efficiently query API information and reduce token consumption.

Airtable

Provides a standardized interface for interacting with Airtable bases, tables, and records, enabling seamless integration with AI-powered applications and n8n workflows.

AiDD

Provides a comprehensive set of tools for AI-driven software development workflows, including file operations, code analysis, Git integration, code execution, and system information retrieval.

Dad Jokes

Provides an interface for implementing a Model Context Protocol server that delivers dad jokes.

Moodle

Facilitates Large Language Models interacting with Moodle through its REST API.