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> test-drive fastmcp from honeystax
⏺ Bash(install fastmcp)
  ⎿ ✓ installed · sandboxed to ~/.claude
> not for me, remove it
⏺ Bash(remove fastmcp)
  ⎿ ✓ clean · zero residue
>
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Every vibe coding tool. One curated board.

Agents, MCPs, skills, and plugins worth running, curated daily. Test-drive anything without wrecking your setup.

$installone command in, sandboxed
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01
fastmcpUUniversalThe fast, Pythonic way to build MCP servers and clients.
26k
02
ktransformersUUniversalA Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations
19k
03
QuantDingerUUniversalAI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi...
9.8k
04
khazix-skillsMMultiple数字生命卡兹克开源的 AI Skills 合集 | Agent Skills: neat-freak 洁癖 (docs/memory closeout), hv-analysis, khazix-writer & more — Cla...
18k
05
ai-agent-bookUUniversal《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
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WrenAIUUniversalGenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns na...
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07
openshipUUniversalSelf-hosted deployment platform
4.6k
08
i-have-adhdClaude CodeClaude CodeClaude Code skill to stop it from burying the answer. ADHD-friendly output.
4.8k
09
code-review-graphUUniversalLocal-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read...
23k+2.9k this wk
updated 2d ago
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OmniRouteMMultipleNever stop coding. Free MIT AI gateway: one endpoint, 268+ providers (50+ free), 500+ models — Claude, GPT, Gemini, K...
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Uni-CLIOperations substrate for AI agents that use real software: 311 sites/tools, logged-in browsers, desktop apps, local t...
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studioOpen-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
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ha-mcpThe Unofficial and Awesome Home Assistant MCP Server
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tia-portal-mcpSpecialized bridge designed to connect LLMs and AI agents directly to Siemens SIMATIC TIA Portal V21.
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archestraEnterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
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roslyn-codelens-mcpRoslyn-based MCP server giving AI agents deep semantic understanding of.NET/C# codebases — 57 tools for navigation,...
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local_fire_departmentCritical AI News

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01MCP Explained: The Protocol That Lets AI Actually Do ThingsMedium02AI Agents Are Growing an Infrastructure LayerMedium037 Model Context Protocol (MCP) Implementation Companies in 2026 (Ranked)Medium04From Vibe Coding to Vibe Business: Why Building the Product Is No Longer EnoughMedium05Build an AI Business Without Coding: A Beginner’s Blueprint (Start This Weekend)Medium06Phát hiện lỗ hổng từ ‘vibe-code’: Khi giới hạn lượt chỉ nằm ở… niềm tin của frontendMedium07What We Can Learn From The HuggingFace AttackMedium08You Don’t Need $100 Million to Build the Application LayerMediumREAD_FULL_BRIEFING
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241 projects found

U
fastmcpstar
MCP Server

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

Featured build26k repo stars2649 builder votes
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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

U
QuantDinger
MCP Server

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi...

Stack favorite9.8k repo stars976 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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

OmniRoutestar
MCP Server

Never stop coding. Free MIT AI gateway: one endpoint, 268+ providers (50+ free), 500+ models — Claude, GPT, Gemini, K...

Featured build22k repo stars2151 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.

Never stop coding. Free MIT AI gateway: one endpoint, 268+ providers (50+ free), 500+ models — Claude, GPT, Gemini, Kimi K3, GLM, DeepSeek. Works with Claude Code, Codex, Cursor, Cline & Co…

graphifystar
MCP Server

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill...

Featured build92k repo stars27648 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST…

U
wigolo
MCP Server

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

Stack favorite2.4k repo stars245 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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…

U
jcode
MCP Server

The most intelligent agent harness for code

Stack favorite9.5k repo stars952 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

The most intelligent agent harness for code. An open-source mcp server for the AI coding ecosystem.

U
headroomstar
MCP Server

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-...

Featured build61k repo stars18202 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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…

U
tidewave_phoenix
MCP Server

MCP server with runtime-level tools for Phoenix development

Builder signal834 repo stars83 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server with runtime-level tools for Phoenix development

U
Vibe-Tradingstar
MCP Server

"Vibe-Trading: Your Personal Trading Agent"

Featured build26k repo stars7691 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

"Vibe-Trading: Your Personal Trading Agent". An open-source mcp server for the AI coding ecosystem.

U
n8nstar
MCP ServerWorkflow & Automation

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-ho...

Featured build197k repo stars59160 builder votes
Updated 2d agoJavaScript, Python, LangChain, Docker
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalJavaScript, Python, LangChain, Docker

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…

U
lobehubstar
MCP Server

LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and repor...

Featured build81k repo stars24174 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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…

U
codebase-memory-mcpstar
MCP Server

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in...

Featured build33k repo stars9962 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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…

U
worldmonitorstar
MCP Server

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tra...

Featured build62k repo stars18737 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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…

O
AstrBotstar
MCP ServerChat & Assistants

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and ca...

Featured build37k repo stars3703 builder votes
Updated 2d agoGo, Python, Docker, Kotlin, OpenAI, Anthropic, Ollama, GPT, LLM
Featured buildAlready singled out as one of the stronger builds on the board.
OOpenClawGo, Python, Docker, Kotlin, OpenAI, Anthropic, Ollama, GPT, LLM

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 …

U
context7star
MCP ServerCode & Search

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

Featured build59k repo stars17844 builder votes
Updated todayGo, Next.js, MongoDB, Supabase, Claude, LLM, Vercel, Cloudflare
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Next.js, MongoDB, Supabase, Claude, LLM, Vercel, Cloudflare

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors. An open-source mcp server for the AI coding ecosystem.

U
oh-my-pi
MCP ServerBrowser & DevTools

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

Stack favorite19k repo stars5595 builder votes
Updated 2d agoTypeScript, Rust, Bun, Python, Go, Ruby, Java, Kotlin, PHP, Elixir, SQLite, OpenAI, Claude, Anthropic, Hugging Face, Ollama, GPT, LLM, Cloudflare, Prettier
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalTypeScript, Rust, Bun, Python, Go, Ruby, Java, Kotlin, PHP, Elixir, SQLite, OpenAI, Claude, Anthropic, Hugging Face, Ollama, GPT, LLM, Cloudflare, Prettier

⌥ 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.

claude-plugins-officialstar
MCP Server

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

Featured build32k repo stars9716 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
Claude CodeClaude Code

Official, Anthropic-managed directory of high quality Claude Code Plugins.. An open-source mcp server for the AI coding ecosystem.

U
DesktopCommanderMCP
MCP ServerCode & Search

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

Stack favorite8.6k repo stars2585 builder votes
Updated 2d agoRust, Docker, Go, Claude, GPT, Python, GitHub Actions
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalRust, Docker, Go, Claude, GPT, Python, GitHub Actions

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.

emulo
MCP Server

Mine your Claude Code and Codex logs into a local you.md agent profile.

Builder signal194 repo stars19 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.

Mine your Claude Code and Codex logs into a local you.md agent profile.

U
agentic-awesome-skillsstar
MCP Server

AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validat...

Featured build44k repo stars13090 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,969+ agentic skills. Includes CLI, local …

U
siyuanstar
MCP Server

A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and gol...

Featured build45k repo stars13588 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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.

U
context-mode
MCP Server

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and...

Stack favorite19k repo stars5738 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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…

U
master-fetch
MCP Server

MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no...

Rising build85 repo stars9 builder votes
Updated 2d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no API keys.

deja-vu
MCP Server

Your agents already solved this. deja finds it — retroactive search and MCP recall over the session logs your coding...

Builder signal405 repo stars41 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Your agents already solved this. deja finds it — retroactive search and MCP recall over the session logs your coding agents already wrote. Cross-agent, SSH-portable, one zero-dep binary, fu…

U
osaurus
MCP ServerWorkflow & Automation

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptograp...

Stack favorite7.3k repo stars2179 builder votes
Updated 2d agoOpenAI, Anthropic, Ollama, Go, Swift, SQLite, Claude, Hugging Face, LLM
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalOpenAI, Anthropic, Ollama, Go, Swift, SQLite, Claude, Hugging Face, LLM

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…

U
serenastar
MCP Server

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

Featured build27k repo stars7984 builder votes
Updated todayGo, Python, TypeScript, JavaScript, Rust, Ruby, Java, Swift, Kotlin, PHP, Dart, Elixir, Zig, Claude, LLM
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Python, TypeScript, JavaScript, Rust, Ruby, Java, Swift, Kotlin, PHP, Dart, Elixir, Zig, Claude, LLM

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.

U
FunASR
MCP Server

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization...

Stack favorite19k repo stars5809 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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…

superset
MCP Server

Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine

Stack favorite13k repo stars3756 builder votes
Updated 2d agoReact, Tailwind, Bun, Turborepo, Vite, Drizzle, Go, OpenAI, Claude
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
React, Tailwind, Bun, Turborepo, Vite, Drizzle, Go, OpenAI, Claude

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.

U
bifrost
MCP ServerAI Gateway

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+...

Stack favorite6.6k repo stars1990 builder votes
Updated 2d agoGo, Docker, OpenAI, Anthropic, LangChain, Ollama, GPT, AWS
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, Docker, OpenAI, Anthropic, LangChain, Ollama, GPT, AWS

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 …

Zengram
MCP Server

A Multi Agent Memory MCP That Connect Agents Across Systems and Machines

Rising build53 repo stars5 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.

A Multi Agent Memory MCP That Connect Agents Across Systems and Machines

U
ha-mcp
MCP Server

The Unofficial and Awesome Home Assistant MCP Server

Stack favorite4.0k repo stars1215 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

The Unofficial and Awesome Home Assistant MCP Server. An open-source mcp server for the AI coding ecosystem.

U
activepiecesstar
MCP ServerWorkflow & Automation

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • A...

Featured build23k repo stars7004 builder votes
Updated todayGo, TypeScript, OpenAI, Claude
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, TypeScript, OpenAI, Claude

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 …

U
mcp-lexware-office
MCP Server

MCP server to interact with Lexware Office

Rising build46 repo stars5 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server to interact with Lexware Office

U
zerikai_memory
MCP Server

A standalone local-only Python MCP server that gives any IDE persistent, workspace-isolated memory. works with any ID...

Rising build32 repo stars3 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

A standalone local-only Python MCP server that gives any IDE persistent, workspace-isolated memory. works with any IDE supporting MCP servers

U
tela
MCP Server

Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents read, write, and search your...

Rising build39 repo stars4 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

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…

U
rea
MCP Server

Reverse engineer anything with agents: one CLI and MCP server to inspect any app, understand it fully down to the bin...

Builder signal153 repo stars15 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Reverse engineer anything with agents: one CLI and MCP server to inspect any app, understand it fully down to the binary level.

lean-ctx
MCP Server

Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust...

Stack favorite3.3k repo stars331 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards w…

U
lemonade
MCP Server

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Joi...

Stack favorite5.0k repo stars1500 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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 …

U
redmine-cli
MCP Server

A powerful command-line interface for Redmine, enhanced with first-class AI agent capabilities via Skills and MCP int...

Rising build31 repo stars3 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

A powerful command-line interface for Redmine, enhanced with first-class AI agent capabilities via Skills and MCP integration.

cybersec-toolkit
MCP Server

One command installs 580+ security tools on Linux & Termux. Its authorization-gated MCP server works with Claude Code...

Rising build30 repo stars3 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.

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…

Drissionpage-MCP-Server
MCP Server

DrissionPage MCP Server · Browser automation for Claude Code, Codex, and MCP clients

Builder signal396 repo stars40 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.

DrissionPage MCP Server · Browser automation for Claude Code, Codex, and MCP clients

U
CowAgentstar
MCP Server

Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and know...

Featured build46k repo stars13817 builder votes
Updated 3d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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…

tia-portal-mcp
MCP Server

Specialized bridge designed to connect LLMs and AI agents directly to Siemens SIMATIC TIA Portal V21.

Early signal20 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Specialized bridge designed to connect LLMs and AI agents directly to Siemens SIMATIC TIA Portal V21.

U
hope-agent
MCP Server

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...

Stack favorite1.2k repo stars373 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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…

U
archestra
MCP ServerAI Gateway

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

Stack favorite4.0k repo stars399 builder votes
Updated 2d agoGPT, LLM, Go, PostgreSQL, Claude, Anthropic, Docker, Kubernetes, Terraform
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGPT, LLM, Go, PostgreSQL, Claude, Anthropic, Docker, Kubernetes, Terraform

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

U
kordoc
MCP Server

모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX...

Stack favorite1.5k repo stars148 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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…

bernstein
MCP Server

Deterministic, verifiable orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). Reproducibl...

Builder signal708 repo stars71 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.

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,…

U
trigger.dev
MCP ServerWorkflow & Automation

Trigger.dev – build and deploy fully‑managed AI agents and workflows

Stack favorite16k repo stars4709 builder votes
Updated 2d agoGo, TypeScript, JavaScript, Python, React, LLM, Docker, Kubernetes, AWS, Vercel
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, TypeScript, JavaScript, Python, React, LLM, Docker, Kubernetes, AWS, Vercel

Trigger.dev – build and deploy fully‑managed AI agents and workflows. An open-source mcp server for the AI coding ecosystem.

code-context
MCP Server

Local code search for AI coding agents: a CLI and MCP server with hybrid keyword + semantic search and SQL relevance-...

Early signal15 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Local code search for AI coding agents: a CLI and MCP server with hybrid keyword + semantic search and SQL relevance-ranked aggregation over an index in plain files. No accounts, no keys, n…

cladding
MCP Server

For an organization to trust AI with its code, three things must hold — trust, traceability, and stability at scale....

Early signal14 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.

For an organization to trust AI with its code, three things must hold — trust, traceability, and stability at scale. cladding wraps your AI coding agent: your intent goes in before it write…

U
OpenMetadata
MCP Server

The Open Context Layer for Data and AI, OpenMetadata is the open platform for building trusted data context and bus...

Stack favorite15k repo stars4355 builder votes
Updated 2d agoGo, LLM
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UUniversalGo, LLM

The Open Context Layer for Data and AI, OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.. An open-source m…

U
Peekaboo
MCP Server

Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the e...

Stack favorite4.9k repo stars1467 builder votes
Updated 5d ago
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UUniversal

Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or r…

U
azure-ai-search-foundry-iq-live-knowledge-sources
MCP Server

Reusable accelerator for Foundry IQ live grounding with Fabric Ontology and MCP Server Knowledge Sources.

Early signal12 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Reusable accelerator for Foundry IQ live grounding with Fabric Ontology and MCP Server Knowledge Sources.

U
VibeUE
MCP Server

Unreal Engine Vibe Coding tool

Builder signal503 repo stars151 builder votes
Updated 5d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Unreal Engine Vibe Coding tool. An open-source mcp server for the AI coding ecosystem.

U
CyberStrike
MCP Server

Open-source AI-augmented offensive security harness. 13+ autonomous agents, 150+ LLM providers, 5,300+ models, 7,600+...

Stack favorite1.2k repo stars373 builder votes
Updated 2d ago
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UUniversal

Open-source AI-augmented offensive security harness. 13+ autonomous agents, 150+ LLM providers, 5,300+ models, 7,600+ Ed25519-signed attack skills, 56+ built-in tools, 176+ MCP tools. MITRE…

U
google_workspace_mcp
MCP Server

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Goog...

Stack favorite2.9k repo stars864 builder votes
Updated 2d ago
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UUniversal

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool. An open-source mcp server …

U
genesys
MCP Server

Open-source causal graph memory for AI agents. 89.9% on LoCoMo. MCP server with ACT-R scoring, spreading activation,...

Early signal17 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Open-source causal graph memory for AI agents. 89.9% on LoCoMo. MCP server with ACT-R scoring, spreading activation, and active forgetting.

U
openehr-assistant-mcp
MCP Server

A Model Context Protocol (MCP) Server to assist you on various openEHR related tasks and APIs

Early signal16 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

A Model Context Protocol (MCP) Server to assist you on various openEHR related tasks and APIs

U
caura-memclaw
MCP Server

Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, a...

Builder signal341 repo stars34 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

U
Hubitat-local-MCP-server
MCP Server

GitHub project kingpanther13/Hubitat-local-MCP-server

Early signal11 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

GitHub project kingpanther13/Hubitat-local-MCP-server

agent-teams-ai
MCP Server

You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's wo...

Stack favorite1.6k repo stars163 builder votes
Updated 2d ago
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You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/…

swift-skeleton
MCP Server

Swift source code structural indexer. Extracts type declarations, properties, method signatures, and source locations...

Early signal15 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

Swift source code structural indexer. Extracts type declarations, properties, method signatures, and source locations. MCP server for Claude Code.

U
hister
MCP Server

Your own search engine

Stack favorite1.7k repo stars165 builder votes
Updated 2d ago
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UUniversal

Your own search engine

U
dbhub
MCP ServerData & Database

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

Stack favorite3.2k repo stars957 builder votes
Updated 10d agoGo, SQLite, PostgreSQL, MySQL, Claude, Docker, pnpm
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UUniversalGo, SQLite, PostgreSQL, MySQL, Claude, Docker, pnpm

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.. An open-source mcp server for the AI coding ecosystem.

U
nginx-ui
MCP Server

Yet another WebUI for Nginx

Stack favorite11k repo stars3398 builder votes
Updated 2d agoGo, Nginx, Docker, Vue, LLM, pnpm
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UUniversalGo, Nginx, Docker, Vue, LLM, pnpm

Yet another WebUI for Nginx. An open-source mcp server for the AI coding ecosystem.

U
memU
MCP ServerOpenClaw Memory

Personal memory across agents

Stack favorite14k repo stars4214 builder votes
Updated todayPython, LLM, Go, PostgreSQL, OpenAI, Claude, Anthropic, GPT, Docker
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UUniversalPython, LLM, Go, PostgreSQL, OpenAI, Claude, Anthropic, GPT, Docker

Personal memory across agents. An open-source mcp server for the AI coding ecosystem.

U
gortex
MCP Server

High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on...

Builder signal892 repo stars268 builder votes
Updated 5d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teamm…

U
freecad-mcp
MCP Server

MCP server for FreeCAD — 32 tools for AI-assisted 3D CAD modeling

Early signal11 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

MCP server for FreeCAD — 32 tools for AI-assisted 3D CAD modeling

Unity-MCP
MCP Server

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient tok...

Stack favorite3.6k repo stars360 builder votes
Updated 3d ago
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AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a s…

jcodemunch-mcp
MCP Server

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval v...

Stack favorite2.0k repo stars204 builder votes
Updated 2d ago
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Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313…

U
radar
MCP Server

The missing open source Kubernetes UI. Topology, event timeline, and service traffic — plus resource browsing and Hel...

Stack favorite2.6k repo stars262 builder votes
Updated 2d ago
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UUniversal

The missing open source Kubernetes UI. Topology, event timeline, and service traffic — plus resource browsing and Helm management.

U
mcp-atlassian
MCP Server

MCP server for Atlassian tools (Confluence, Jira)

Stack favorite5.6k repo stars1676 builder votes
Updated 2d agoGo, Claude, Docker
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UUniversalGo, Claude, Docker

MCP server for Atlassian tools (Confluence, Jira). An open-source mcp server for the AI coding ecosystem.

U
heym
MCP Server

Build AI workflows by prompt or visual canvas. Heym is source-available and self-hosted, with agents, RAG, MCP, HITL,...

Builder signal760 repo stars76 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Build AI workflows by prompt or visual canvas. Heym is source-available and self-hosted, with agents, RAG, MCP, HITL, observability, evals, token cost tracking and more.

U
GrokSearch-rs
MCP Server

Rust MCP server for Grok web search and Tavily-backed source retrieval

Builder signal324 repo stars32 builder votes
Updated 6d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Rust MCP server for Grok web search and Tavily-backed source retrieval

Godot-MCP
MCP Server

Godot-MCP — Model Context Protocol (MCP) integration for the Godot Engine. AI tools for the Godot Editor in C#, with...

Builder signal178 repo stars18 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

Godot-MCP — Model Context Protocol (MCP) integration for the Godot Engine. AI tools for the Godot Editor in C#, with cloud connection to ai-game.dev. Apache-2.0.

pm-claude-skills
MCP Server

In Anthropic's official Claude plugin directory · 515 professional Agent Skills (PRDs, launches, compliance, CVs & mo...

Stack favorite1.2k repo stars120 builder votes
Updated 2d ago
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In Anthropic's official Claude plugin directory · 515 professional Agent Skills (PRDs, launches, compliance, CVs & more) for Claude, ChatGPT, Gemini, Cursor & Codex. Try free in-browser, or…

toolport
MCP Server

Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integ...

Builder signal96 repo stars10 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integrity + quarantine, secrets in the OS keychain.

SecureContext
MCP Server

Persistent memory + security layer for Claude Code (MCP plugin). Agents remember your project across sessions (~87% f...

Early signal7 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

Persistent memory + security layer for Claude Code (MCP plugin). Agents remember your project across sessions (~87% fewer context tokens), every tool call lands in a tamper-evident HMAC aud…

wmux
MCP Server

Windows tmux alternative for AI agents — split terminals for Claude Code, Codex, Gemini CLI with MCP browser automati...

Builder signal256 repo stars26 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Windows tmux alternative for AI agents — split terminals for Claude Code, Codex, Gemini CLI with MCP browser automation. No WSL required.

travel-hacking-toolkit
MCP Server

AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for...

Builder signal584 repo stars58 builder votes
Updated 7d ago
Builder signalGetting enough attention to influence how people assemble their stack.

AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for Claude, Codex, and OpenCode.

U
vexa
MCP Server

Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket tr...

Stack favorite2.6k repo stars257 builder votes
Updated 2d ago
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UUniversal

Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.

hevy-mcp
MCP Server

Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize pla...

Builder signal337 repo stars34 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize plans, and search exercises to build workouts quickly. Stay synced with cha…

NotFair
MCP Server

Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads

Stack favorite3.2k repo stars947 builder votes
Updated 2d ago
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Claude CodeClaude Code

Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads. An open-source mcp server for the AI coding ecosystem.

O
vmlx
MCP Server

vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L1 Paged (super fast ttft) + Hybrid SSM...

Builder signal775 repo stars78 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClaw

vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L1 Paged (super fast ttft) + Hybrid SSM Scheduler + Cont Batching + etc!

U
Everywhere
MCP Server

On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act...

Stack favorite6.2k repo stars1853 builder votes
Updated 2d ago
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UUniversal

On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.. An open-source mcp server for the AI coding ecosystem.

jdocmunch-mcp
MCP Server

The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing

Builder signal196 repo stars20 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing

U
ros-mcp-server
MCP Server

Connect AI models like Claude & GPT with robots using MCP and ROS.

Stack favorite1.3k repo stars135 builder votes
Updated 2d ago
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UUniversal

Connect AI models like Claude & GPT with robots using MCP and ROS.

mcpsnoop
MCP Server

Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, l...

Builder signal275 repo stars28 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, live in your terminal.

EGC
MCP Server

EGC gives every AI coding agent the same brain. Shared memory, skills, and live context across Cursor, Claude Code, C...

Rising build37 repo stars4 builder votes
Updated 2d ago
Rising buildEarly proof is forming around this project before it turns obvious.

EGC gives every AI coding agent the same brain. Shared memory, skills, and live context across Cursor, Claude Code, Copilot, Aider, and 20+ AI coding tools with zero configuration. Every ta…

unity-mcp-server
MCP Server

Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Edi...

Builder signal336 repo stars34 builder votes
Updated 1mo ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene management, GameObjects, components, builds, prof…

U
mcp-server
MCP Server

MCP Server for AI-Assisted Development with Kubeflow Tools

Rising build29 repo stars3 builder votes
Updated 2d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP Server for AI-Assisted Development with Kubeflow Tools

hol-guard
MCP Server

Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP serv...

Builder signal409 repo stars41 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP servers, plugins, and skills at runtime.

prism-coder
MCP Server

Persistent memory + local AI for coding agents. 2B–27B open-weight LLM fleet, cross-session Mind Palace, cognitive ro...

Builder signal157 repo stars16 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Persistent memory + local AI for coding agents. 2B–27B open-weight LLM fleet, cross-session Mind Palace, cognitive routing, L3 grounding verifier, multi-agent Hivemind. Works with Claude Co…

pdf-reader-mcp
MCP Server

The PDF intelligence layer for AI agents — Agent Document Twin, evidence-first extraction, visual crops, OCR prove...

Builder signal831 repo stars83 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

The PDF intelligence layer for AI agents — Agent Document Twin, evidence-first extraction, visual crops, OCR provenance, trust reports, and benchmark-gated releases. MCP server for Claud…

U
mockserver-monorepo
MCP Server

MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic,...

Stack favorite4.9k repo stars1476 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic, and inject failures. It supports HTTP/1.1, HTTP/2, gRPC, WebSockets, TCP…

U
signoz-mcp-server
MCP Server

MCP Server for SigNoz

Builder signal106 repo stars11 builder votes
Updated today
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP Server for SigNoz

Load More (96/241)arrow_downward
local_fire_department

Cluster Moves Breaking Out

When a cluster heats up, a stack shift is starting.

Code & Search

37 tools
UAgent-Reachstar58.7k
UScraplingstar70.3k
Ucontext7star59.5k
UDesktopCommanderMCPstar8.6k
Ugpt-researcherstar28.5k
ULibreChatstar41.0k

Claude Code Skills

12 tools
Claude Codemarketingskillsstar40.9k
Claude Codehumanizerstar30.0k
Claude Codeawesome-agent-skillsstar28.5k
Mplanning-with-filesstar25.6k
Claude Codetrailofbits-skillsstar6.2k
Mcontext-engineering-kitstar1.3k

Claude Code Apps

10 tools
Mcc-switchstar119.3k
MAionUistar30.5k
Uclaude-code-routerstar36.0k
Mccusagestar17.3k
Mhappystar22.7k
Claude Codeclaude-relay-servicestar12.4k

Agent Frameworks

39 tools
Usuperpowersstar258.1k
Ucuastar20.4k
Claude Codeoh-my-claudecodestar37.9k
Ulangchainstar142.2k
Ulanggraphstar37.7k
UcrewAIstar55.9k

Claude Code Guides

6 tools
Meverything-claude-codestar230.8k
Claude Codeclaude-code-infrastructure-showcasestar10.0k
Claude Codeget-shit-donestar64.8k
Claude Codecontext-engineering-introstar13.7k
Claude CodeSuperClaude_Frameworkstar23.6k
Claude Codeawesome-claude-codestar50.3k

Claude Code Agents

7 tools
Mruflostar65.3k
Magentsstar38.1k
Claude Codecordstar136
Claude Codeawesome-claude-code-subagentsstar23.5k
Claude Codea-list-of-claude-code-agentsstar1.3k
Claude Codeclaude_code_agent_farmstar876

Coding Agents

22 tools
OpenAI Codex CLIstar99.9k
Ucmuxstar24.9k
Ukilocodestar26.4k
Msystem-prompts-and-models-of-ai-toolsstar142.1k
Umini-swe-agentstar5.9k
Claude Codeemdashstar5.2k

Workflow & Automation

17 tools
Un8nstar197.2k
Uosaurusstar7.3k
Uactivepiecesstar23.3k
Umcp-for-beginnersstar16.8k
Utrigger.devstar15.7k
Uhexstrike-aistar10.4k