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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.

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fastmcpUUniversalThe fast, Pythonic way to build MCP servers and clients.
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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
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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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openshipUUniversalSelf-hosted deployment platform
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i-have-adhdClaude CodeClaude CodeClaude Code skill to stop it from burying the answer. ADHD-friendly output.
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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
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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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roslyn-codelens-mcpRoslyn-based MCP server giving AI agents deep semantic understanding of.NET/C# codebases — 57 tools for navigation,...
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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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839 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
open-seo
MCP Server

Open source alternative to Semrush and Ahrefs

Stack favorite5.7k repo stars573 builder votes
Updated 4d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Open source alternative to Semrush and Ahrefs. An open-source mcp server for the AI coding ecosystem.

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
Agent-Reachstar
MCP ServerCode & Search

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHon...

Featured build59k repo stars17603 builder votes
Updated 3d agoPython, Go, Claude, LLM, Docker
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalPython, Go, Claude, LLM, Docker

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…

ruflostar
MCP ServerClaude Code Agents

The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build...

Featured build65k repo stars19588 builder votes
Updated 2d agoClaude, Docker, Go, OpenAI, Anthropic, Rust, TypeScript, JavaScript, Python, Express, SQLite, PostgreSQL, Redis, Ollama, GPT, LLM, Kubernetes, Cloudflare, GitHub Actions, Bun, pnpm
Featured buildAlready singled out as one of the stronger builds on the board.
Claude, Docker, Go, OpenAI, Anthropic, Rust, TypeScript, JavaScript, Python, Express, SQLite, PostgreSQL, Redis, Ollama, GPT, LLM, Kubernetes, Cloudflare, GitHub Actions, Bun, pnpm

The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning inte…

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 …

Anthropic-Cybersecurity-Skillsstar
MCP Server

817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS,...

Featured build26k repo stars5237 builder votes
Updated 24d ago
Featured buildAlready singled out as one of the stronger builds on the board.

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 ·…

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.

U
hyperframesstar
MCP Server

Write HTML. Render video. Built for agents.

Featured build36k repo stars10922 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

Write HTML. Render video. Built for agents.. 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.

ai-berkshire
MCP Server

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...

Stack favorite13k repo stars4047 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

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…

U
TrendRadarstar
MCP Server

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...

Featured build61k repo stars18214 builder votes
Updated 3d agoGitHub Actions, Docker, Go, OpenAI, JavaScript, Python, SQLite, Claude, Anthropic, GPT, Cloudflare
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGitHub Actions, Docker, Go, OpenAI, JavaScript, Python, SQLite, Claude, Anthropic, GPT, Cloudflare

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…

U
ida-pro-mcp
MCP Server

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

Stack favorite11k repo stars3161 builder votes
Updated 7d agoTypeScript, Python, Claude, LLM
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalTypeScript, Python, Claude, LLM

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.. 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
chrome-devtools-mcpstar
MCP ServerBrowser & DevTools

Chrome DevTools for coding agents

Featured build47k repo stars14178 builder votes
Updated 3d agoGo, Claude, LLM
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Claude, LLM

Chrome DevTools for coding agents. An open-source mcp server for the AI coding ecosystem.

U
gpt-researcherstar
MCP ServerCode & Search

An autonomous agent that conducts deep research on any data using any LLM providers

Featured build28k repo stars8547 builder votes
Updated 2d agoGo, Docker, GPT, Claude, Anthropic, JavaScript, Python, React, Express, FastAPI, OpenAI, LangChain, LLM, Tailwind
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Docker, GPT, Claude, Anthropic, JavaScript, Python, React, Express, FastAPI, OpenAI, LangChain, LLM, Tailwind

An autonomous agent that conducts deep research on any data using any LLM providers. An open-source mcp server for the AI coding ecosystem.

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
LibreChatstar
MCP ServerCode & Search

Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o...

Featured build41k repo stars12296 builder votes
Updated 3d agoGo, Python, Rust, Java, PHP, React, Redis, OpenAI, Claude, Anthropic, Ollama, GPT, Docker, AWS
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Python, Rust, Java, PHP, React, Redis, OpenAI, Claude, Anthropic, Ollama, GPT, Docker, AWS

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…

Auto-claude-code-research-in-sleep
MCP Server

ARIS (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review lo...

Stack favorite14k repo stars4088 builder votes
Updated 6d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

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…

agentsstar
MCP ServerClaude Code Agents

Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI

Featured build38k repo stars11424 builder votes
Updated 3d agoSQLite, PostgreSQL, MySQL, Claude, Docker, Kubernetes
Featured buildAlready singled out as one of the stronger builds on the board.
SQLite, PostgreSQL, MySQL, Claude, Docker, Kubernetes

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.

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…

O
screenpipestar
MCP Server

YC (S26) | Record your screen 24/7 and plug into your agents. Local, private, secure. Connect to OpenClaw, Hermes age...

Featured build20k repo stars6102 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
OOpenClaw

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.

U
github-mcp-serverstar
MCP ServerGit & Version Control

GitHub's official MCP Server

Featured build32k repo stars9474 builder votes
Updated todayGo, Docker, Python, Java, React, OpenAI, Claude, LLM, GitHub Actions
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Docker, Python, Java, React, OpenAI, Claude, LLM, GitHub Actions

GitHub's official MCP Server. An open-source mcp server for the AI coding ecosystem.

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
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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
MemOS
MCP ServerOpenClaw Memory

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, w...

Stack favorite10k repo stars3088 builder votes
Updated todayGo, Python, Redis, OpenAI, LLM, Docker
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UUniversalGo, Python, Redis, OpenAI, LLM, Docker

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…

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
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

Generative-Media-Skills
MCP Server

Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and a...

Stack favorite3.9k repo stars1159 builder votes
Updated 2d agoGPT, Claude
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GPT, Claude

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 …

n8n-mcpstar
MCP ServerClaude Code MCPs

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

Featured build22k repo stars6707 builder votes
Updated todayDocker, Go, TypeScript, JavaScript, Python, SQLite, OpenAI, Claude, Anthropic, LangChain, AWS, GitHub Actions
Featured buildAlready singled out as one of the stronger builds on the board.
Docker, Go, TypeScript, JavaScript, Python, SQLite, OpenAI, Claude, Anthropic, LangChain, AWS, GitHub Actions

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.

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…

tabularis
MCP Server

Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 13+ more databases like DuckDB, ClickHous...

Stack favorite3.8k repo stars1130 builder votes
Updated 2d ago
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Cursor AI

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…

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
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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.

claude-code-ultimate-guide
MCP Server

The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-read...

Stack favorite5.5k repo stars1653 builder votes
Updated 3d ago
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Claude CodeClaude Code

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…

U
linkedin-mcp-server
MCP Server

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs,...

Stack favorite2.8k repo stars851 builder votes
Updated 4d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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.

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
MaxKBstar
MCP Server

MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

Featured build22k repo stars6644 builder votes
Updated 3d agoDocker, Python, Go, Vue, Django, PostgreSQL, LangChain, LLM, Express, OpenAI, Claude
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalDocker, Python, Go, Vue, Django, PostgreSQL, LangChain, LLM, Express, OpenAI, Claude

MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。. An open-source mcp server for the AI coding ecosystem.

U
QuantDinger
MCP ServerAgent Frameworks

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

Stack favorite9.8k repo stars2925 builder votes
Updated todayGo, Python, Docker, Vue, Flask, PostgreSQL, Redis, LLM, Nginx, OpenAI, GPT, Cloudflare
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, Python, Docker, Vue, Flask, PostgreSQL, Redis, LLM, Nginx, OpenAI, GPT, Cloudflare

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…

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
nuclear
MCP Server

Streaming music player that finds free music for you

Stack favorite18k repo stars5421 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Streaming music player that finds free music for you. An open-source mcp server for the AI coding ecosystem.

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
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
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
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
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
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
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
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
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
mcp-toolbox
MCP Server

MCP Toolbox for Databases is an open source MCP server for databases.

Stack favorite16k repo stars4796 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

MCP Toolbox for Databases is an open source MCP server for databases.. An open-source mcp server for the AI coding ecosystem.

U
XcodeBuildMCP
MCP ServerCode & Search

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

Stack favorite6.1k repo stars1830 builder votes
Updated 2d agoGo, Swift, Claude, Anthropic
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, Swift, Claude, Anthropic

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.. An open-source mcp server for the AI coding ecosystem.

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
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

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
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
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
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
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
FinanceToolkit
MCP Server

Transparent and Efficient Financial Analysis

Stack favorite5.1k repo stars1540 builder votes
Updated 4d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Transparent and Efficient Financial Analysis. 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
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, Nginx, Docker, Vue, LLM, pnpm

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

U
xiaozhi-esp32-server
MCP Server

本项目为xiaozhi-esp32提供后端服务,帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 devic...

Stack favorite10k repo stars3027 builder votes
Updated 3d agoGo, Docker, Python, Java, Vue, OpenAI, Ollama, LLM
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, Docker, Python, Java, Vue, OpenAI, Ollama, LLM

本项目为xiaozhi-esp32提供后端服务,帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.. An open-source mcp server for the AI coding ecosystem.

U
mcp
MCP Server

Open source MCP Servers for AWS

Stack favorite9.5k repo stars932 builder votes
Updated todayGo, AWS, Python, React, PostgreSQL, MySQL, MongoDB, DynamoDB, Claude, Anthropic, LLM, Docker, Kubernetes, Terraform
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, AWS, Python, React, PostgreSQL, MySQL, MongoDB, DynamoDB, Claude, Anthropic, LLM, Docker, Kubernetes, Terraform

Open source MCP Servers for AWS

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
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
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…

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local_fire_department

Cluster Moves Breaking Out

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

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