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Honeystax/OpenClawOpenClaw

🦞OpenClawThe board builders scan before they commit to this stack.

The open-source personal AI assistant ecosystem

OpenClaw is the largest open-source AI assistant platform with 238K+ GitHub stars. Browse the full ecosystem — core alternatives, skills, plugins, memory systems, infrastructure, and desktop apps.

15 featured picks207 builds with real repo pull13 live lanes to scan
426Tracked Builds
1576kRepo Stars
13Builder Lanes
Read the boardcodeOpen official source
rocket_launch

Fastest Way Into OpenClaw

1. Install

pip install open-interpreter

Requires Python 3.10+. The core runtime for OpenClaw-compatible assistants.

2. Run

interpreter

Opens an interactive terminal session. The assistant can execute code, browse the web, and manage files.

3. Customize

Add skills, connect local LLMs, configure memory systems, and install plugins from the ecosystem below.

code GitHubmenu_book Docspackage_2 PyPI
menu_book

Complete Setup Guide

From zero to your own AI assistant — no experience needed

1download

Install Python

You need Python 3.10 or 3.11 — other versions cause issues

  1. a

    Check your current version

    python3 --version

    If you see 3.10.x or 3.11.x, skip to step 2. If you see 3.8 or 3.9, or "command not found", keep going.

  2. b

    Install Python 3.11

    Mac: brew install [email protected] (install Homebrew first if you don't have it)

    Windows: Download from python.org. Check "Add Python to PATH" during install.

    Linux: sudo apt install python3.11 python3.11-venv

2folder

Set Up a Virtual Environment

Keeps Open Interpreter isolated — skip this and you'll regret it

  1. a

    Create the environment

    python3 -m venv interpreter_env

    This creates a folder called interpreter_env with its own Python. Your system Python stays untouched.

  2. b

    Activate it

    Mac/Linux:

    source interpreter_env/bin/activate

    Windows:

    interpreter_env\Scripts\activate

    You'll see (interpreter_env) in your terminal prompt. That means it's working.

3terminal

Install Open Interpreter

One command — takes about 30 seconds

  1. a

    Install via pip

    pip install open-interpreter

    Make sure your virtual environment is activated first (you should see (interpreter_env) in your prompt).

  2. b

    Verify it installed

    interpreter --version

    You should see a version number. If you get "command not found", try python3 -m interpreter instead.

4key

Set Up Your API Key

Or skip this entirely and use a free local model (step 6)

  1. a

    Get an OpenAI API key

    Go to platform.openai.com/api-keys and create one. You'll need to add a payment method — but costs are low (~$0.01-0.05 per conversation).

  2. b

    Set the key in your terminal

    Mac/Linux (add to ~/.zshrc or ~/.bashrc to persist):

    export OPENAI_API_KEY='sk-your-key-here'

    Windows:

    setx OPENAI_API_KEY sk-your-key-here
  3. c

    Save money with GPT-3.5

    interpreter --model gpt-3.5-turbo

    GPT-4 is the default and costs ~10x more. GPT-3.5 is fine for most tasks. You can also use interpreter --fast as a shortcut.

5play_arrow

Your First Run

Try these to see what it can do

  1. a

    Launch it

    interpreter

    You'll see a chat prompt. Type naturally — it understands plain English.

  2. b

    Things to try

    > What files are in my Downloads folder?> Create a Python script that renames all .jpg files in ~/Photos to include today's date> Make a bar chart of my monthly expenses from expenses.csv> Search Google for the weather in Tokyo and summarize it

    It writes and runs code to accomplish each task. You'll be asked to approve before it executes anything.

  3. c

    Auto-approve mode (skip confirmations)

    interpreter -y

    The -y flag auto-approves all code execution. Only use this when you trust the task — it can modify files and run shell commands.

6computer

Run Locally — Free & Private

No API key needed. Your data never leaves your machine.

  1. a

    Install Ollama

    Download from ollama.com. One-click install on Mac/Windows/Linux.

  2. b

    Pull a model

    ollama pull llama3.1

    Llama 3.1 8B is a great starting point (~4.7GB download). For better results with more RAM, try ollama pull llama3.1:70b.

  3. c

    Run Open Interpreter with your local model

    interpreter --local

    It auto-detects Ollama and uses your downloaded model. Zero API costs. Fully private — nothing leaves your machine.

lightbulbHardware tip: 8B models need ~8GB RAM. 70B models need ~48GB RAM. If your machine struggles, stick with 8B — it handles most tasks well.

7extension

Extend with the Ecosystem

Skills, plugins, memory, and desktop apps

Once you're comfortable with the basics, explore the tools below. The OpenClaw ecosystem includes:

build Skills

Custom commands that teach your assistant new abilities — from web scraping to data analysis.

extension Plugins

Connect to external services — Slack, email, calendars, databases, and more.

memory Memory Systems

Give your assistant long-term memory so it remembers your preferences and past conversations.

desktop_windows Desktop Apps

GUI interfaces that make Open Interpreter feel like a native app instead of a terminal tool.

rocket

Starter Packages

Pick a use case. Get the command. Start building in 60 seconds.

desktop_windows

Desktop & GUI Agent

Control your screen — fill PDFs, manipulate Excel, automate native apps. OS Mode gives the agent eyes and hands via PyAutoGUI + screenshots. macOS: enable Screen Recording in Privacy settings. Linux: install scrot. Single monitor only.

pip install open-interpreter[os] && interpreter --os

Try this

"Open my Downloads folder, find all PDFs from this month, fill in the 'Name' field on each form with 'John Doe', and save them to a new folder called 'filled'"

open-interpreter[os]PyAutoGUIPillowChrome/Edge
code

GitHub Issue → PR

Agent watches your issues board, creates a branch, writes code, runs tests, and opens a PR. The #1 most-requested autonomous workflow on Reddit. Use --loop to keep it running until done. Pair with --safe_mode for guardrails.

pip install open-interpreter && interpreter -y --loop

Try this

"Look at the open issues in this repo, pick the one labeled 'good first issue', create a branch, implement the fix, write a test, and open a pull request"

open-interpretergitpytest/jest--loop flag
lock

Local-First (Zero Cost)

Fully private — nothing leaves your machine. Zero API costs. Requires Ollama + a model download. 8B models need ~8GB RAM. Codestral recommended for code tasks, Llama 3.1 for general use. Fix JSON spam with --no-llm_supports_functions.

pip install open-interpreter[local] && ollama pull codestral && interpreter --api_base http://localhost:11434/v1 --model ollama/codestral

Try this

"Analyze the Python files in this project, find potential bugs, and generate a report — all running locally with no API calls"

open-interpreter[local]Ollamacodestral/llama3.1llamafile
group

Multi-Agent Crew

Team of specialized agents that collaborate via CrewAI — researcher, writer, reviewer, each with defined roles. Requires uv package manager. Windows users need Visual Studio Build Tools for chromadb compilation.

pip install uv && uv tool install crewai && crewai create crew my_project && cd my_project && crewai install

Try this

"Create a crew: researcher finds the top 5 competitors, analyst compares their pricing, writer produces a markdown report with recommendations"

crewaicrewai[tools]chromadbuvlangchain
analytics

Data Pipeline

Chain analysis steps: load data → clean → analyze → visualize → export PDF. The agent writes and runs Python (pandas, matplotlib) autonomously. Use GPT-4o for complex statistical reasoning. Known issue: long outputs get truncated — break tasks into steps.

pip install open-interpreter && interpreter -y --model gpt-4o

Try this

"Load sales_data.csv, remove duplicate rows, calculate monthly revenue trends, create a bar chart for each quarter, and export everything as a PDF report"

open-interpreterpandasmatplotlibGPT-4o
folder_managed

File Automation

Real-time filesystem monitoring with watchdog — auto-sort downloads, rename files, deduplicate, archive old files. Schedule runs periodic maintenance. Use interpreter to generate the watchdog script, then run it standalone.

pip install open-interpreter watchdog schedule && interpreter -y

Try this

"Write me a Python script using watchdog that monitors my Downloads folder, automatically moves .pdf files to ~/Documents/PDFs and .jpg files to ~/Pictures, and runs 24/7"

open-interpreterwatchdogscheduletenacity
auto_awesome

Where OpenClaw is winning

The strongest lanes in this ecosystem, ranked by visible public proof.

Lead builds

hubCore & Alternatives

6 tracked builds

512k ★
Leadopenclaw374k★#2nanobot43k★#3chatgpt-on-wechat42k★#4nanoclaw29k★#5ironclaw12k★#6awesome-openclaw-usecases12k★
Lead builds

buildSkills

6 tracked builds

28k ★
Leadawesome-openclaw-skills22k★#2skillshare1.9k★#3awesome-openclaw-skills-zh1.2k★#4openclaw-skills990★#5x-research-skill939★#6model-hierarchy-skill321★
Lead builds

extensionPlugins

6 tracked builds

16k ★
Leadclawhub8.7k★#2buildwithclaude3.0k★#3dingtalk-openclaw-connector2.1k★#4openclaw-china1.0k★#5openclaw-wechat925★#6openclaw-plugin-wecom251★
Lead builds

psychologyMemory Systems

6 tracked builds

49k ★
LeadOpenViking25k★#2memU14k★#3MemOS9.4k★#4OpenClaw Supermemory581★#5PowerMem490★#6MoltBrain363★
Lead builds

dnsInfrastructure

6 tracked builds

80k ★
Lead1Panel36k★#2openfang18k★#3moltworker9.9k★#4ClawWork7.5k★#5ClawRouter6.5k★#6OpenClawInstaller3.0k★
Lead builds

desktop_windowsDesktop & Dashboard

4 tracked builds

12k ★
LeadClawX7.3k★#2clawra2.0k★#3VisionClaw1.6k★#4openclaw-mission-control1.1k★
list

OpenClaw board

(27)

Filter the ranked board by type, timing, and proof signal.

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27 signals found

cc-switchstar
MCP ServerClaude Code Apps

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent....

Featured build79k repo stars23679 builder votes
Go, TypeScript, Rust, React, Tailwind, Vite, SQLite, Claude, Anthropic, GPT, AWS, pnpm
Featured buildAlready singled out as one of the stronger builds on the board.
Go, TypeScript, Rust, React, Tailwind, Vite, SQLite, Claude, Anthropic, GPT, AWS, pnpm

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io. An open-source mcp server for the AI coding ecosystem.

O
CowAgentstar
MCP Server

CowAgent (chatgpt-on-wechat) 是基于大模型的超级AI助理，能主动思考和任务规划、访问操作系统和外部资源、创造和执行Skills、通过长期记忆和知识库不断成长，比OpenClaw更轻量和便捷。同时支持微信、飞...

Featured build45k repo stars13424 builder votes
Featured buildAlready singled out as one of the stronger builds on the board.
OOpenClaw

CowAgent (chatgpt-on-wechat) 是基于大模型的超级AI助理，能主动思考和任务规划、访问操作系统和外部资源、创造和执行Skills、通过长期记忆和知识库不断成长，比OpenClaw更轻量和便捷。同时支持微信、飞书、钉钉、企微、QQ、公众号、网页等接入，可选择DeepSeek/OpenAI/Claude/Gemini/ MiniMax/Qwen/GLM/LinkAI，能处理文本、语音、图片和文件，可快速搭建个人AI助理和企业数字员工。. An open-source mcp server for the AI coding ecosystem.

O
AstrBotstar
MCP ServerChat & Assistants

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

Featured build33k repo stars9877 builder votes
Go, 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 coding ecosystem.

U
openfang
MCP ServerOpenClaw Infra

Open-source Agent Operating System

Stack favorite18k repo stars3525 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalscheduleHours

Open-source Agent Operating System. An open-source mcp server for the AI coding ecosystem.

O
casdoor
MCP ServerAI Gateway

An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI...

Stack favorite14k repo stars4097 builder votes
Docker, Go, Kubernetes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
OOpenClawscheduleHoursDocker, Go, Kubernetes

An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA, Face ID, Google Workspace, Azure AD. An open-source mcp server for the AI coding ecosystem.

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 favorite10k repo stars3136 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
scheduleHours

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 — works with Claude Code, Codex, OpenClaw, or any LLM agent.. An open-source mcp server for the AI coding ecosystem.

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 favorite9.4k repo stars2806 builder votes
Go, Python, Redis, OpenAI, LLM, Docker
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalscheduleHoursGo, 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 ecosystem.

U
webclaw
MCP Server

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST...

Stack favorite1.2k repo stars117 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalscheduleMinutes

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

nocturne_memory
MCP Server

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia...

Stack favorite1.0k repo stars105 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
scheduleMinutes

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.

pentest-agents
MCP Server

Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 co...

Builder signal514 repo stars154 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
scheduleInstant

Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 commands, 19 CLI tools, 2 MCP servers, autonomous hunt loops, exploit chain builder.. An open-source mcp server for the AI coding ecosystem.

swarmclaw
MCP Server

Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP too...

Builder signal501 repo stars50 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
scheduleInstant

Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude, GPT, Gemini, OpenRouter, Ollama). A practical Claude Code and LangChain alternative.

swarmvault
MCP Server

The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on A...

Builder signal465 repo stars47 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
scheduleInstant

The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's pattern. An Obsidian alternative for personal knowledge management, AI second brain, and durable Claude Code / Codex / OpenClaw memory.

clawdcursor
MCP Server

OS-agnostic, model-agnostic desktop automation server. Gives any AI agent eyes, hands, and ground-truth verification...

Builder signal335 repo stars34 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
scheduleInstant

OS-agnostic, model-agnostic desktop automation server. Gives any AI agent eyes, hands, and ground-truth verification on Windows, macOS, and Linux.

kindly-web-search-mcp-server
MCP ServerCode & Search

Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor,...

Builder signal309 repo stars31 builder votes
Python, Go, Claude, LLM, Docker
Builder signalGetting enough attention to influence how people assemble their stack.
scheduleInstantPython, Go, Claude, LLM, Docker

Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop, OpenClaw, etc.). Supports Serper, Tavily, and SearXNG.

claudepro-directory
MCP Server

HeyClaude (formerly Claude Pro Directory) is a searchable collection of pre-built AI skills, agents, MCP servers, gui...

Builder signal217 repo stars22 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
scheduleInstant

HeyClaude (formerly Claude Pro Directory) is a searchable collection of pre-built AI skills, agents, MCP servers, guides, hooks, statuslines, and other custom configs, designed to enhance Claude, Codex, Cursor, OpenClaw, and various other agentic workflows/platforms.

Awareness-Local
MCP Server

Local-first AI agent memory — one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf,...

Builder signal217 repo stars65 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
scheduleInstant

Local-first AI agent memory — one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5 + embedding), MCP protocol, Web dashboard.. An open-source mcp server for the AI coding ecosystem.

O
OnionClaw
MCP Server

Provide AI agents with full Tor network access and dark web data through a zero-config OpenClaw skill or standalone t...

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

Provide AI agents with full Tor network access and dark web data through a zero-config OpenClaw skill or standalone tool.

O
mengram
MCP Server

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failu...

Builder signal171 repo stars51 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClawscheduleInstant

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.. An open-source mcp server for the AI coding ecosystem.

ClawMem
MCP Server

On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.

Builder signal165 repo stars17 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
scheduleInstant

On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.

asta-skill
MCP Server

Asta MCP skill — give Claude Code/Codex/Cursor/Windsurf/OpenClaw access to Semantic Scholar via Ai2 Asta MCP server

Rising build89 repo stars9 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
scheduleInstant

Asta MCP skill — give Claude Code/Codex/Cursor/Windsurf/OpenClaw access to Semantic Scholar via Ai2 Asta MCP server

O
tweetclaw
MCP Server

OpenClaw plugin to search tweets, search replies, post tweets, export followers, manage media, monitor X/Twitter, and...

Rising build59 repo stars6 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClawscheduleInstant

OpenClaw plugin to search tweets, search replies, post tweets, export followers, manage media, monitor X/Twitter, and run giveaway draws via Xquik.

kaggle-skill
MCP Server

Complete Kaggle integration plugin/skill for AI coding agents — competition reports, dataset/model downloads, noteboo...

Early signal23 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
scheduleInstant

Complete Kaggle integration plugin/skill for AI coding agents — competition reports, dataset/model downloads, notebook execution, hackathon writeup retrieval and grading, and badge collection. Bundles the official Kaggle MCP server (66 tools). Works with Claude Code, Gemini CLI, Cursor, Codex, OpenClaw, and 35+ agents via skills.sh.

U
p2pclaw-mcp-server
MCP Server

MCP server + REST API for the P2PCLAW decentralized AI research network. Lets agents publish papers, vote on the memp...

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

MCP server + REST API for the P2PCLAW decentralized AI research network. Lets agents publish papers, vote on the mempool, and join the swarm. Powers www.p2pclaw.com.

ai-memory-mcp
MCP Server

Persistent memory for any AI — MCP server, HTTP API, CLI. Works with Claude, ChatGPT, Grok, Gemini, Codex, Cursor, Op...

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

Persistent memory for any AI — MCP server, HTTP API, CLI. Works with Claude, ChatGPT, Grok, Gemini, Codex, Cursor, OpenClaw, and any MCP client. 97.8% R@5 on LongMemEval. Pure SQLite FTS5, zero cloud dependencies.

O
n8n-claw-templates
MCP Server

MCP server skill catalog for n8n-claw

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

MCP server skill catalog for n8n-claw

O
memorycrystal
MCP Server

Persistent memory for AI agents — OpenClaw plugin + MCP server

Early signal9 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClawscheduleInstant

Persistent memory for AI agents — OpenClaw plugin + MCP server

mind-mem
MCP Server

Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware...

Early signal6 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
scheduleInstant

Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware, local-first, zero-infrastructure.

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