💻 编程开发 AI 工具

model-context-protocol-java-tutorial

An MCP server for AI agents to optimize token swaps on the Sui blockchain.

Ping Agent Kit enables AI integration with Solana blockchain for token operations and NFT management.

A GitHub repo for AI Agentic Protocols, featuring MCP, A2A, and ACP with Python code.

An example of a working MCP server

RediORM is an AI-native ORM for Go, offering a Prisma-like interface and multi-database support.

Mcp-Research provides guidelines for implementing MCP servers for Cursor AI integration.

Sample code for LLM application development using MCP from Software Design September 2025.

A Ruby on Rails project demonstrating MCP protocol for LLMs via JSON-RPC.

A2A project demonstrates Google's Agent2Agent protocol and MCP integration.

The MCP Engineer Handbook provides essential guidance for MCP server engineers.

A Python-compatible MCP server framework for CG software with Streamable HTTP support.

MCP server for LLMs to clone websites by fetching and analyzing assets.

MCP Server Chart: Docker image for running MCP Server with SSE support.

MCP-researcher is a smart research assistant for coding, integrating AI for search and documentation.

Curl MCP allows executing curl commands using natural language in English and Spanish.

ICP is a framework for precise AI code generation using natural language prompts.

A quick MCP OAuth Proxy for ChatGPT, use with caution.

forge-mcp integrates Foundry's Cast tool with MCP for AI-driven Ethereum interactions.

A playbook for building scalable AI agents with ADK, MCP, and Cloud Run.

Playwright-based testing and eval framework for MCP servers with LLM-as-a-judge

PHP bindings for Cross-Language MCP Orchestrator, think of LangChain + Vercel AI kit but for MCP

Run Grasshopper definitions via AI assistants using MCP and Rhino.Compute.

C# bindings for Cross-Language MCP Orchestrator, think of LangChain + Vercel AI kit but for MCP

AegnticMCP automates the creation and management of MCP servers, ensuring they are stable, adaptable, and intelligent.

A high-precision code search server using Tree-sitter for AI and developers.

Kotlin bindings for Cross-Language MCP Orchestrator, think of LangChain + Vercel AI kit but for MCP

Build MCP servers that run durable tool orchestrations

MCP Server: NV Digital Open Operator System for WordPress, PHP 7.4+, GPL v3.

MCP server for integrating with Microsoft Edge DevTools protocol.

A dubbo Application can support mcp request.And route them to Dubbo method.

MCP Sandbox turns JavaScript modules into secure MCP servers with automatic type inference.

A multi-agent system for automated code review, offering syntax checks and improvement suggestions.

A Bun MCP server prototype for VS Code Copilot chat integration.

A Model Context Protocol (MCP) server for fetching resources and tools.

Notify MCP Server

vssh is an MCP-native SSH proxy for AI agents with a plugin system and safety guards.

A minimal MCP server in TypeScript for LLMs, featuring simple resources and tools.

A lightweight MCP server for fetching and validating coding guidelines.

folder-mcp is an MCP server enabling LLMs to access local folder structures securely.

mcp-bash-framework is a CLI tool for MCP protocol on multiple platforms.

MCP Google Play Server integrates command line tools for AI assistants, managing app listings, releases, and reviews.

Showcases of Model Context Protocol servers on Internet Computer Canister.

Accordo is a powerful MCP server for dynamic YAML-driven workflow guidance for AI coding agents.

MCP_dev_email_server is a configurable email server for sending emails.

MCP Explorer: A terminal UI for developing and debugging MCP servers with live monitoring and session management.

Mock MCP Server - AI-driven mock data orchestration with OpenAPI JSON Schema for testing

k6 MCP is an experimental server for script validation, execution, and generation.

Python MCP Server for controlling Minecraft via RCON with FastMCP.

One-Click Docker deployment of Supabase MCP Server for n8n with HTTP Stream support.