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MCP Servers

directory for Awesome MCP Servers

Knowledge graph + MCP tool server for LLM agents with hybrid retrieval, live DB sync, Korean FTS, and memory feedback.

A Stdio MCP server which proxies an SSE MCP server.

Turn any OpenAPI spec into a native CLI binary. No MCP, no bloat, no runtime dependencies, ONLY CLI.

Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.

Enhanced note taking for AI Agents with supervision.

🔥 MCP Mastery: Build AI Apps with Claude, LangChain and Ollama

One command. TypeScript Python. Example tools, the Inspector, and tests — all wired up. Or point it at an OpenAPI spec and get

This MCP server provides tools for listing and retrieving content from different knowledge bases.

The purpose of the repo is to teach you how to make MCP servers. The target audience are non-technical with no real coding experience.

The enterprise-grade TypeScript framework for building production-ready MCP servers. Decorators. Dependency Injection. Widgets. One framework to ship AI-native backends.

Generic markdown vault MCP with hybrid search
Agent Skills

is an API-first Ruby web framework that combines the developer experience of Rails with fiber-based concurrency.

When Codex starts feeling heavy after weeks of chats, terminals, logs, worktrees, and project history, this gives you a calm way to inspect what is going on and reduce local drag.

A CLI written in Go language that writes git commit messages or do a code review brief for you using ChatGPT AI (gpt-4.1, gpt-4o model) and automatically installs a git prepare-commit-msg hook.

AI 短剧/漫剧创作 skill 合集,覆盖剧本、资产、分镜、图片/视频提示词到独立审查全链路,适配 Claude Code 与 Codex。| An AI short-drama skill suite for Claude Code & Codex: scripts, assets, storyboards, image/video prompts, and independent...

[placeholder: animated GIF showing the full pipeline — paper fetch → parsing → ambiguity audit → code generation → walkthrough notebook]

Model export recipes, Python primitives, and Swift runtime utilities for building on-device AI with Core AI.

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Github开源项目:每月📈飙升榜 top30,每月1号早上8点更新

An interactive five-chapter night walk through a Kyoto mountain temple, rendered live in Three.js.

Akto is the fastest growing AI Security platform for your teams to secure AI agents, MCPs, LLMs, Agent skills, Gen AI apps in your organization.

upfetch is an advanced fetch client builder with standard schema validation, automatic response parsing, smart defaults and more.

A collection of Pi Coding Agent customized instances. Why? To showcase what it looks like to hedge against the leader in the agentic coding market, Claude Code.