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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

Agent skill that audits vibe-coded apps for common security vulnerabilities introduced by AI coding assistants

vet supports special mode for Agent Skills. Run vet scan --agent-skill to scan an Agent Skill hosted in a GitHub repository.

fly ai agent skill

The MATLAB Agentic Toolkit brings trusted MATLAB capabilities to AI agents, making engineering and scientific workflows agent-ready.

zvm (Zig Version Manager) lets you easily install/upgrade between different versions of Zig.
· · · crafted on a 24×24 grid and trusted by 500,000+ developers.

Reactive MobX Form State Management

Jolt is a zkVM (zero-knowledge virtual machine) for RISC-V, built to be the simplest, fastest, and most extensible general-purpose of its kind.

NeMo Gym is a library for evaluating and improving models and agents using environments. NeMo Gym provides infrastructure to develop environments, scalably run evaluation and training, and a...

License MIT · skills.sh Compatible Runtime

为纯文本模型"看图“设计更好的视觉工具箱和技能,支持多图理解,图片问答,前端UI还原、GUI 自动化等,并可选无缝接入多个主流agent,直接识别粘贴图片| A vision toolkit and skill designed for text-only llms — image Q&A, long-screenshot OCR, frontend UI restoration, and...

This project is under active development and evolving rapidly. Contributions, feedback, and discussions are warmly welcome.