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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 declarative AI agent environment manager, written in Rust.

A nightly newspaper that writes itself: an agent runs the desks, the figures come from code, and it refuses to publish an edition with marks in it.

Documentation package manager for AI coding agents. Local-first. Offline-ready.

Rust CLI powered by Jev from TypeSafe.ai that ranks agent skills for the next step using live session context. Includes Claude Code hooks, structured JSON, abstention, and local feedback.

tRPC-Agent-Python provides an end-to-end foundation for agent building, orchestration, tool integration, session and long-term memory, service deployment, and observability, so you can ship reliable...

🪧 Claude Code / Codex skill — generate Xiaohongshu carousels & WeChat 21:9+1:1 cover pairs. Editorial × Swiss visual systems, 28 layouts, 10 themes, single-file HTML → PNG. 小红书图文 + 公众号封面对

Multi-CLI plugin that orchestrates 49 AI agent personalities (start → plan → build → review → ship) across Claude Code, Codex, Cursor, Copilot, Gemini, Antigravity, Kiro, Windsurf, OpenCode, Kilo,...

▲ SEO Middleware • Web Analytics • Web CRON • WebSec • HTTP & SNMP Monitoring • ostr.io is a unified web-services platform

(formerly "Claude Flow") -- 5,900+ commits, 55 alpha iterations, 259 MCP tools, 60+ agents, 8 AgentDB controllers. Packages: @claude-flow/[email protected], [email protected], [email protected]

is a terminal-based for intelligent and autonomous workflows. It allows developers to seamlessly interact with multiple AI agents (Architects, Coders, Debuggers, Orchestrators) inside their terminal...

Document-driven literature-review pipeline with an anti-hallucination verification stage (confirm-or-drop against OpenAlex/Crossref/Semantic Scholar).

Penpot AI kit