Agents, MCPs, skills, and plugins worth running, curated daily. Test-drive anything without wrecking your setup.
1764 projects found
AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi...
AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading,trading-agents,ai-trader,ai-trading
A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent....
A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io. An open-source mcp server for the AI…
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first developmen...
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.. An open-source m…
Never stop coding. Free AI gateway: one endpoint, 231+ providers (50+ free), connect Claude Code, Codex, Cursor, Clin...
Never stop coding. Free AI gateway: one endpoint, 231+ providers (50+ free), connect Claude Code, Codex, Cursor, Cline & Copilot to FREE Claude/GPT/Gemini. RTK+Caveman stacked compression s…
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first developmen...
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.. An open-source m…
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read...
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 l…
The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build...
The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning inte…
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud,...
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.. An open-source mcp server for the AI coding eco…
Learn it. Build it. Ship it for others.
Learn it. Build it. Ship it for others.. An open-source mcp server for the AI coding ecosystem.
LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and repor...
LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.. An open-source mcp server for the AI codin…
An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!. An open-source mcp server for the AI coding ecosystem.
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-ho...
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.. An open-source mcp server for the AI co…
:hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability...
:hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, a…
Production-ready platform for agentic workflow development.
Production-ready platform for agentic workflow development.. An open-source mcp server for the AI coding ecosystem.
Coding Agent Harness
Coding Agent Harness. An open-source mcp server for the AI coding ecosystem.
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHon...
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.. An open-source mcp server for the AI cod…
"Vibe-Trading: Your Personal Trading Agent"
"Vibe-Trading: Your Personal Trading Agent". An open-source mcp server for the AI coding ecosystem.
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-...
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.. An…
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in...
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 st…
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors. An open-source mcp server for the AI coding ecosystem.
817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS,...
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 ·…
Official, Anthropic-managed directory of high quality Claude Code Plugins.
Official, Anthropic-managed directory of high quality Claude Code Plugins.. An open-source mcp server for the AI coding ecosystem.
Mine your Claude Code and Codex logs into a local you.md agent profile.
Mine your Claude Code and Codex logs into a local you.md agent profile.
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tra...
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface. An open-source mcp s…
Write HTML. Render video. Built for agents.
Write HTML. Render video. Built for agents.. An open-source mcp server for the AI coding ecosystem.
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, a...
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more. An open-source mcp server for the AI coding ecosystem.
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and ca...
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative.. An open-source mcp server for the AI …
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...
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…
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server...
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, A…
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.. An open-source mcp server for the AI coding ecosystem.
An open-source AI agent that brings the power of Gemini directly into your terminal.
An open-source AI agent that brings the power of Gemini directly into your terminal.. An open-source mcp server for the AI coding ecosystem.
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities. An open-source mcp server for the AI coding ecosystem.
An autonomous agent that conducts deep research on any data using any LLM providers
An autonomous agent that conducts deep research on any data using any LLM providers. An open-source mcp server for the AI coding ecosystem.
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 re...
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…
Chrome DevTools for coding agents
Chrome DevTools for coding agents. An open-source mcp server for the AI coding ecosystem.
Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI
Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI. An open-source mcp server for the AI coding ecosystem.
A Multi Agent Memory MCP That Connect Agents Across Systems and Machines
A Multi Agent Memory MCP That Connect Agents Across Systems and Machines
AAS Core preview is the local, agent-first control plane for discovering, recommending, validating, and planning exac...
AAS Core preview is the local, agent-first control plane for discovering, recommending, validating, and planning exact skill stacks, backed by 1,965+ agentic skills. Includes CLI, local MCP…
MCP server to interact with Lexware Office
MCP server to interact with Lexware Office
Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with...
Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.. An open-sou…
A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and gol...
A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang.. An open-source mcp server for the AI coding ecosystem.
Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o...
Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model sw…
Playwright MCP server
Playwright MCP server. An open-source mcp server for the AI coding ecosystem.
ARIS (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review lo...
ARIS (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in…
Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents read, write, and search your...
Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents read, write, and search your docs as first-class teammates. Live multiplayer, semantic + full-text se…
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.. An open-source mcp server for the AI coding ecosystem.
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM. An open-source mcp server for the AI coding ecosystem.
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge gr...
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.. An open-source mcp server for the AI co…
A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open stand...
A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CL…
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and...
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.. An open-source…
A powerful command-line interface for Redmine, enhanced with first-class AI agent capabilities via Skills and MCP int...
A powerful command-line interface for Redmine, enhanced with first-class AI agent capabilities via Skills and MCP integration.
GitHub's official MCP Server
GitHub's official MCP Server. An open-source mcp server for the AI coding ecosystem.
YC (S26) | Record your screen 24/7 and plug into your agents. Local, private, secure. Connect to OpenClaw, Hermes age...
YC (S26) | Record your screen 24/7 and plug into your agents. Local, private, secure. Connect to OpenClaw, Hermes agent and 100+ apps. An open-source mcp server for the AI coding ecosystem.
One command installs 580+ security tools on Linux & Termux. Its authorization-gated MCP server works with Claude Code...
One command installs 580+ security tools on Linux & Termux. Its authorization-gated MCP server works with Claude Code, OpenCode, Codex, Gemini CLI, Ollama-backed agents and other MCP client…
A local Apple Documentation crawler and MCP server. Written in Swift.
A local Apple Documentation crawler and MCP server. Written in Swift.
The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as...
The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as-Code. Turn prompts into UI directly on the live canvas. A modern altern…
vibe coding 2026 | Your First Modern Coding course beginners to master step by step.
vibe coding 2026 | Your First Modern Coding course beginners to master step by step.. An open-source mcp server for the AI coding ecosystem.
Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine
Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine. An open-source mcp server for the AI coding ecosystem.
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptograp...
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.. An open-sourc…
程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示...
程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(Agent Skills / RAG / MCP / A2A)、AI 编程教程(Harness Engineering)…
AI 编程超能力 · 中文增强版 — superpowers(116k+ )完整汉化 + 6 个中国原创 skills,让 Claude Code / Copilot CLI / Hermes Agent / Cursor /...
AI 编程超能力 · 中文增强版 — superpowers(116k+ )完整汉化 + 6 个中国原创 skills,让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活. An open-source mcp se…
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra. An open-source mcp server for the AI coding ecosystem.
AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi...
AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading,trading-agents,ai-trader,ai-trading. An op…
The Unofficial and Awesome Home Assistant MCP Server
The Unofficial and Awesome Home Assistant MCP Server. An open-source mcp server for the AI coding ecosystem.
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent. An open-source mcp server for the AI coding ecosystem.
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you. An open-source mcp server for the AI coding ecosystem.
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • A...
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents. An open-source mcp server …
Open-source causal graph memory for AI agents. 89.9% on LoCoMo. MCP server with ACT-R scoring, spreading activation,...
Open-source causal graph memory for AI agents. 89.9% on LoCoMo. MCP server with ACT-R scoring, spreading activation, and active forgetting.
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and a...
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.. An open-source mcp server for the …
A Model Context Protocol (MCP) Server to assist you on various openEHR related tasks and APIs
A Model Context Protocol (MCP) Server to assist you on various openEHR related tasks and APIs
Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Joi...
Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk. An open-source mcp server …
모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX...
모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markdown — CLI and MCP server with form filling and di…
The best-benchmarked open-source AI memory system. And it's free.
The best-benchmarked open-source AI memory system. And it's free.. An open-source mcp server for the AI coding ecosystem.
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 1...
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discover…
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization...
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.. An open-source mcp server…
Swift source code structural indexer. Extracts type declarations, properties, method signatures, and source locations...
Swift source code structural indexer. Extracts type declarations, properties, method signatures, and source locations. MCP server for Claude Code.
Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 13+ more databases like DuckDB, ClickHous...
Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 13+ more databases like DuckDB, ClickHouse, Redis and Firestore. Built-in MCP server for Claude, Cursor and Devin…
A Python library for building AI agents that leverage the full power of Google Antigravity.
A Python library for building AI agents that leverage the full power of Google Antigravity.. An open-source mcp server for the AI coding ecosystem.
The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-read...
The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.. An open-source mcp server for the AI coding e…
MCP for xiaohongshu.com
MCP for xiaohongshu.com. An open-source mcp server for the AI coding ecosystem.
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+...
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.. An open-source mcp server …
Programmatic access to Google NotebookLM — via command-line interface (CLI), Model Context Protocol (MCP) server, and...
Programmatic access to Google NotebookLM — via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.. An open-source mcp server for the AI coding ecosystem.
Adversary simulation and Red teaming platform with AI
Adversary simulation and Red teaming platform with AI. An open-source mcp server for the AI coding ecosystem.
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM work...
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestra…
Chrome browser automation via MCP for AI assistants
Chrome browser automation via MCP for AI assistants. An open-source mcp server for the AI coding ecosystem.
TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Curs...
TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. Stocks, crypto, forex & futures across global excha…
MCP server for FreeCAD — 32 tools for AI-assisted 3D CAD modeling
MCP server for FreeCAD — 32 tools for AI-assisted 3D CAD modeling
Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and know...
Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line ins…
One sentence → multi-AI-role collaboration → complete plan in minutes. 211+ expert roles, zero-code YAML, 9 LLM pr...
One sentence → multi-AI-role collaboration → complete plan in minutes. 211+ expert roles, zero-code YAML, 9 LLM providers (6 free). 一句话调度多个AI专家自动协作,几分钟交付完整方案。
Next Generation Agentic Proxy for AI Agents and MCP servers
Next Generation Agentic Proxy for AI Agents and MCP servers. An open-source mcp server for the AI coding ecosystem.
Memory layer for coding agents: search, MCP recall, auto-context, secret redaction, stats, share and sync over the se...
Memory layer for coding agents: search, MCP recall, auto-context, secret redaction, stats, share and sync over the session logs Claude Code, Codex, opencode, Cursor, Gemini CLI, aider, Anti…
Streaming music player that finds free music for you
Streaming music player that finds free music for you. An open-source mcp server for the AI coding ecosystem.
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, w...
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings. An open-source mcp server for the AI coding ec…
Deterministic, verifiable orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). Reproducibl...
Deterministic, verifiable orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). Reproducible parallel runs in git worktrees, signed lineage, byte-identical replay,…
会记忆、能持续推进目标、会动态编排多 Agent 的跨端桌面 AI 助手,也可服务化常驻 NAS / 云端 | A cross-device desktop AI agent with memory, autonomous go...
会记忆、能持续推进目标、会动态编排多 Agent 的跨端桌面 AI 助手,也可服务化常驻 NAS / 云端 | A cross-device desktop AI agent with memory, autonomous goals, dynamic workflows, and headless deployment. An open-source mcp serv…
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs,...
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.. An open-source mcp server for the AI coding ecosystem.
When a cluster heats up, a stack shift is starting.