mcp

BioMCP: Biomedical Model Context Protocol

MCP server to deploy apps to Cloud Run

A curated list of AI tools, libraries, and resources for economics research, teaching, and policy analysis. Maintained by the OpenEcon team.

Multi-Agent + Automation: Workflows, Automation, Self-Improving Agents

一款帮助云租户发现和测试云上风险、增强云上防护能力的综合性开源工具

Convert Any OpenAPI V3 API to MCP Server

Build agent that uses 80% less token and delivers better results.

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.

Daydreams is a set of tools for building agents for commerce

Vestige enhances agents by deterministic root-cause retrieval that reaches backward through time to find the quiet change, decision, or service that caused today’s failure, not the lookalike.

DocsAgent is a local-first AI documents assistant that lets you securely index and chat with thousands of desktop documents with zero cloud leakage.

Open-source bilingual AI-native Web3 curriculum: wallets, Bitcoin, Ethereum, DeFi, L2, DAO, smart accounts, llms.txt and MCP

The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.

更好用的 Markdown 排版助手｜一键适配微信公众号、网页与图片。

An MCP for Godot that lets you create and edit games in the Godot game engine with tools like Claude

An MCP Server for Android running on the phone, optmized for token usage, supports also files downloads and cloudflare and ngrok automated tunnelling.

CookHero是一个基于 LLM + RAG + Agent + 多模态的智能饮食与烹饪管理平台，支持智能菜谱查询、个性化饮食计划、AI 饮食记录、营养分析、Web 搜索增强，以及可扩展的 ReAct Agent / Subagent 工具体系，帮助厨房新手轻松成为“烹饪英雄”。

Give your AI agent a brain that remembers. Local memory system for Claude Code — 100% private, GPU-accelerated, zero cloud dependency.

MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol using ExtendScript.

A code-first, composable SDK to build powerful AI agents

Evo AI is an open-source platform for creating and managing AI agents, enabling integration with different AI models and services.

Give cloud AI agents a real development environment on your own machines.

Self-hosted iOS & Android simulator streaming for the whole team

Wayland - The AI Agent That Perceives. Reasons. Acts. Evolves.

A MCP (Model Context Protocol) server for interacting with dbt.

A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)

Zero-dependency TypeScript framework for production AI agents: durable execution, long-term memory, hybrid RAG, MCP tool calling, human-in-the-loop approval, planning and CodeAct sandboxes. One streaming API for Claude, GPT, Gemini, Grok, Mistral and DeepSeek — Node, Bun, Deno, serverless and edge.

Turn your local files into a Wiki for your agents. Open-source and local-first.

AI 应用开发、AI 编程实战与面试指南，涵盖 LLM、Agent、RAG、MCP、Claude Code、Codex 等核心技术与工程实践。