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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

A flexible json diff framework for minimalist.

Deepsec is a security harness for finding vulnerabilities in your codebase powered by coding agents

Repo containing my GitHub Copilot Agent & Skills - continually experimenting!

Turn everyday people or pet photos into clean, cinematic Rembrandt-lit studio portraits.

基于对影视飓风最新 19 条视频口播字幕的结构化分析,提炼出其开头钩子、分点主体、 数据+类比、自然的合作方植入、金句升华与固定 CTA 结尾等规律,让 AI 能按同样的 "配方"产出完整口播稿。

Ultraswarm is a durable multi-worker coding orchestrator for Codex, Claude Code, Cursor Agent, Grok, and shell usage.

Portable agent skills for High Performance Computing workflows across OpenFOAM, SU2, LS-DYNA, FEniCS, CalculiX, ElmerFEM, PETSc, hypre, Trilinos, LAMMPS, GROMACS, Quantum ESPRESSO, VASP, Gaussian,...

An agent skill that plays ARC-AGI-3 — 25 video games that never explain their rules — from nothing but a game ID.

CDAF is an open sidecar format for video: a plain-text, timestamped description that lives next to the video file with the same basename.

Perplexity's Search API in your terminal. pplx gives you grounded web search results and query-relevant page snippets as JSON, built for both humans and coding agents.

A minimal Neovim plugin is just a lua/ directory and a plugin/ autocommand. But a maintainable one needs tests, docs, types, CI, and a release workflow. base.

git-pr-ai streamlines GitHub/GitLab Pull Requests with AI-powered automation. Use it as in your terminal, or as that let Claude Code, Codex, and other agents handle the work for you — from branch...