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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
video-lens is a coding agent skill that fetches a YouTube transcript and generates a structured HTML report — executive summary, takeaway, key points with analysis, timestamped topic outline, and an...
QA Wolf from anywhere — your terminal, your CI, your AI agent.
loopany is a side project from crewlet.io — the : a single AI agent that runs the company autonomously, learning from every action it takes.
Unified real-time search engine skill for AI agents. Supports general web search, vertical domain search, parallel batch search, and full-page content extraction.
ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more.
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of...
Self-hosted, open-source agent skill registry for enterprises. Publish & version skill packages, govern with RBAC and audit logs, deploy on-premise with Docker or Kubernetes.
Distributable agent skills for Composio developers. This repository contains comprehensive guides and best practices for building AI agents with Composio's Tool Router and Triggers.
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems.
httpstat visualizes curl(1) statistics in a way of beauty and clarity.
Specification and documentation for Agent Skills
Make Codex pick the right skill or plugin more often.