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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

A Claude Code skill that transforms codebases into literate programs. These are documents written for human comprehension that also generate the original source code.

A Claude skill that designs any process, idea, or problem into an — folder structure as agent architecture — or restructures an existing folder, repo, or vault into one.

* * * — plus key rotation, cross-platform biometrics, and an encryption preflight

Preview status Zleap-Agent is an early preview. The public repository is intended for source review, local development, and feedback.

Ring is a comprehensive skills library and workflow system for AI agents that transforms how AI assistants approach software development. Currently implemented as a with , , and (see .

本仓库是 Agnes AI API 的**,包含完整 API 文档与通用支持 Skill,帮助开发者快速接入 Agnes AI 全模态 API(文本、图像、视频)。

A library of healthcare and life sciences domain capabilities — reference agents with best practices, reusable skills, and MCP-based tools — serving builders in their IDEs, researchers in Amazon...

MineEcho is a source-available, local-first AI assistant framework for building private, extensible assistant workflows on top of local services and user-owned knowledge.

— full Tor / dark web access for AI agents

An iterative deep-logic security audit agent for Claude Code. Nemesis combines two complementary audit methodologies in an alternating feedback loop to find bugs that neither can catch alone.

A 27-chapter, code-first tutorial covering the agent loop, tool system, session persistence, memory, skills, context compression, MCP, multi-platform gateway (Telegram / Discord / Slack / WeChat),...

I built an OpenClaw agent that manages Google Ads accounts through intent analysis instead of bid automation. All three layers — Read → Draft → Apply — are live and tested on real accounts.