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MCP Servers

Complete observability platform for AI agents and MCP servers. Improve your AI deployment outcomes, identify inference inefficiencies, and gain insights into real agent usage patterns.

This is a starter template for creating your own Model Context Protocol (MCP) server that works with Puch AI. It comes with ready-to-use tools for job searching and image processing.

Lighthouse for MCP — score any MCP server 0–100.

A collection of MCP servers for mainland China services. 支持 MCP 的国内服务一览。

An open framework for scoring how well an MCP tool definition communicates to an AI agent – the Tool Definition Quality Score (TDQS).

Minimal API & React framework, fully type safe, OpenAPI, RSC, MCP, type safe client, streaming with SSE

A production-ready template for developing Model Context Protocol (MCP) servers using Python and FastMCP.

The open-source control plane for Codex projects: visible progress, resumable context, safe handoffs, and reusable knowledge.

Implementation of a model context protocol (MCP) client that connects to an MCP server using HTTP streamable (recommended) transport and displays the conversation in a chat-like UI.

A Model Context Protocol server implementation for DataHub.

An MCP (Model Context Protocol) server that provides comprehensive RAG (Retrieval-Augmented Generation) capabilities for processing and querying directories of documents using the raganything library...

An MCP server that hosts finite state machines as dynamic resources that multiple clients can subscribe to and be updated when their state changes.
Agent Skills

Algorithmic Trading in Python with Machine Learning

Open-source GEO content engineering and multi-site distribution platform with AI quality inspection, illustrated admin help, hosted sites, browser-assisted publishing, and signed updates.

Fast, extensible build tool for modern web development

Open source AI terminal for cloud and infrastructure management, enabling you to deploy, troubleshoot, and automate services using natural language and intelligent agents.
Official TestSprite CLI — AI-powered automated testing from your terminal

A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative decoding, etc.

The simplest desktop client for OpenClaw 🦞 — bridge your Agent to WeChat, Feishu, Slack & Discord in one click. Works with Claude Code, Codex & any LLM.

🦄 Monads and popular FP abstractions, powered by Go 1.18+ Generics (Option, Result, Either...)

🤖 Type-safe, provider-agnostic TypeScript AI SDK for streaming chat, tool calling, agents, and multimodal apps across OpenAI, Anthropic, Gemini, React, Vue, Svelte, and Solid.

Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and...

The first UI framework for the agentic era — tiny, performant, with WASM sandboxes for safe code execution.

From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓