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MCP Servers

WIP: We are building a benchmark for evaluating the optimizations for OS!

A Model Context Protocol (MCP) server providing Django project exploration resources and optional stateful shell access for LLM assistants to interact with Django projects.

Unsupervised use or misuse may lead to unintended consequences. All AI systems must remain strictly under human oversight and control. Use responsibly, with full awareness and at your own risk.

MCP server that turns natural-language prompts into Microsoft Azure architecture diagrams (PNG) using Python Diagrams + Graphviz.

MCP Client 是一个基于 Model Context Protocol 的 Node.js 客户端实现(使用 Function Calling),它允许您的应用连接到各种 MCP 服务器,并通过大语言模型(LLM)与这些服务器交互。MCP(模型上下文协议)是一个开放协议,用于标准化应用程序向 LLM 提供上下文的方式。

Core PHP implementation for the Model Context Protocol (MCP) Client

A Model Context Protocol (MCP) server implementation that provides capabilities to interact with Moodle LMS

Ollama MCP Agent allows you to use LLM models locally on your PC for free. Using Ollama's locally installed LLM models along with MCP (Model Context Protocol) additional features, you can easily...

MCP server for Polyrouter API - unified prediction market aggregator

Agent Forge 是一款专为 用户打造的桌面工具,将分散在各个目录中的 和 配置集中到一个优雅的可视化界面,告别手动翻找目录和编辑 JSON 的烦恼。

A Model Context Protocol (MCP) server for stock data retrieval

A comprehensive Model Context Protocol (MCP) server that provides access to the AlphaFold Protein Structure Database through a rich set of tools and resources for protein structure prediction...
Agent Skills

Open source Granola AI Alternative

Transcribe on your own!

A Datacenter Scale Distributed Inference Serving Framework

Toolkit for building native desktop apps

A curated list of Web Performance Optimization.

AI coding skills for Microsoft Agent 365 — transform agents into AI Teammates with Teams hosting, WorkIQ MCP tools, and OTel observability. Works with Claude Code and GitHub Copilot.

Expert code review skill: SOLID, security, performance, error handling, boundary conditions

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A composable library of skills and rules for AI coding agents. Covers repo memory, long-horizon execution, multi-agent coordination, TDD, security review, and delivery automation.

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

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The definitive list that answers "I want to do X in Python, which tool should I use?"