# mcp

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

everything-claude-codeは、Claude CodeやCodex、Cursorなどの「AIコーディングアシスタント」の性能を最大限に引き出すための総合チューニングシステムです。28種類の専門エージェント（コードレビュー担当

🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.

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

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

The best-benchmarked open-source AI memory system. And it's free.

Learn it. Build it. Ship it for others.

Chrome DevTools for coding agents

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

gooseは、自分のパソコン上で動くオープンソースのAIエージェント（自律的に作業をこなすAIアシスタント）です。単なるコード補完ではなく、プロジェクトをゼロから構築したり、コードを書いて実行したり、バグを修正したり、外部サービスと連携した

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

Official, Anthropic-managed directory of high quality Claude Code Plugins.

817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · Apache 2.0

Write HTML. Render video. Built for agents.

Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, OpenAI, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by 500+ contributors

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

🚀 The fast, Pythonic way to build MCP servers and clients.

JavaScript in-page GUI agent. Control web interfaces with natural language.

"Vibe-Trading: Your Personal Trading Agent"

AgentScopeは、AIエージェント（人間の代わりに自律的にタスクをこなすAIプログラム）を簡単に作って動かせるPython製のフレームワークです。ReActエージェント、音声対話、ツール連携、記憶機能、計画立案、人間による介入、さらに

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

The most RAM efficient harness

OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team collaboration.

《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

macOS video editor built for AI

Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms

💻 vibe coding 2026 | Your first modern Coding course for beginners to master step by step.

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

Open-source All in One AI agent workspace. Run any agent — Claude Code, Codex — across your tools (100+ integrations + MCP), apps, browser, and files, with shared memory. Built-in models or BYOK.

AI 时代的伯克希尔：基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters' methodologies + multi-agent adversarial analysis.

Open source alternative to Semrush and Ahrefs

Supersetは、Claude CodeやOpenAI Codexなど複数のAIコーディングエージェント（自動でコードを書いてくれるAIツール）を同時並行で動かせる、macOS向けのデスクトップアプリです。通常、AIエージェントに作業を頼

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — @-linked together with shared AI memory.

Your own search engine

Claude Skill: Multi-source content processor for NotebookLM. Supports WeChat articles, web pages, YouTube, PDF, Markdown, search queries → Podcast/PPT/MindMap/Quiz etc.

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

CyberStrikeAIは、自然な言葉で指示するだけでAIがセキュリティ診断を自動実行してくれるプラットフォームです。nmap、sqlmap、nucleiなど100種類以上のセキュリティツールが組み込まれており、AIが状況に応じて最適なツ

ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber.