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MCP Servers
An MCP Evaluation Library
A cross-platform AI desktop chat cowork app supporting 10+ LLM providers, RAG knowledge base, and MCP tools. Built with Electron + React + Mastra.
A Model Context Protocol (MCP) server for interacting with the Amazon Selling Partner API. This server provides tools and resources for accessing Amazon SP-API functionality through a standardized...
ZhuLing — Zero-config AI Agent framework for Java. One YAML to launch Agents on Spring AI + DDD, with MCP tools, full observability and a ReAct core. Ai Agent 快速开发框架
Run any dockerized MCP Server in a sandboxed container and connect to it remotely
Drop‑in Express middleware and helpers to add secure auth to your Model Context Protocol (MCP) server with Descope. Ship an authenticated /mcp endpoint and register tools in minutes.
This is an MCP server implemented using the RMCP (Rust Model Context Protocol) library for operating Containerd.
Muppet is an open-source toolkit designed to simplify the entire lifecycle of your Model Context Protocol (MCP) servers—from development and testing to deployment.
Official COROS MCP server and Agent skills for integrating sports and health data into AI clients.
A Model Context Protocol (MCP) server that connects to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
is a Model Context Protocol (MCP) server repository specifically designed for the OceanBase ecosystem.
Open-source, self-hosted AI workspace for local and open-weight LLMs with vLLM, LiteLLM, autonomous agents, MCP tools, deep research, artifacts, and BYOK.
Agent Skills
Skills for Real Engineers. Straight from my .agents directory.
Agent Knowledge Manager (akm). A CLI tool to manage AI agent knowledge, memories, skills, and more.
QA Wolf from anywhere — your terminal, your CI, your AI agent.
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.
同事.skill、老板.skill、前任.skill、自己.skill、永生.skill、女娲.skill……
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.
达尔文.skill —— 一个让你的Skill无限进化的系统：评估→改进→测试→保留或回滚 | Autoresearch-inspired autonomous skill optimization for Claude Code. Evaluate, improve, test, keep or revert.
This repo contains the (the heavy, browsable skill files).
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems.