local_fire_departmentHoneystax
search⌘K
loginLog Inperson_addSign Up
layers
HONEYSTAX TERMINAL v1.0
HomeNewsSavedSubmitMethodologyPrivacy
workspace_premiumRanked stack board
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.

24 featured picks387 builds with real repo pull14 live lanes to scan
986Tracked Builds
1.9MRepo Stars
14Builder 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

541k ★
Leadopenclaw394k★#2nanobot50k★#3chatgpt-on-wechat42k★#4nanoclaw31k★#5ironclaw13k★#6awesome-openclaw-usecases12k★
Lead builds

buildSkills

6 tracked builds

29k ★
Leadawesome-openclaw-skills22k★#2skillshare2.9k★#3awesome-openclaw-skills-zh1.2k★#4x-research-skill1.2k★#5openclaw-skills1.2k★#6model-hierarchy-skill321★
Lead builds

extensionPlugins

6 tracked builds

18k ★
Leadclawhub9.5k★#2buildwithclaude3.7k★#3dingtalk-openclaw-connector2.1k★#4openclaw-china1.0k★#5openclaw-wechat925★#6openclaw-plugin-wecom251★
Lead builds

psychologyMemory Systems

6 tracked builds

70k ★
LeadOpenViking41k★#2memU15k★#3MemOS12k★#4OpenClaw Supermemory796★#5powermem771★#6MoltBrain252★
Lead builds

dnsInfrastructure

6 tracked builds

84k ★
Lead1Panel37k★#2openfang18k★#3moltworker9.9k★#4ClawWork8.3k★#5ClawRouter6.6k★#6OpenClawInstaller3.4k★
Lead builds

desktop_windowsDesktop & Dashboard

4 tracked builds

13k ★
LeadClawX7.6k★#2VisionClaw2.5k★#3clawra2.4k★#4openclaw-mission-control1.1k★
list

OpenClaw board

(54)

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

Type
AllSkillsMCPsPluginsAgentsApps
Time
This weekThis month3 months
Sort
TrendingNewPopularClear

54 signals found

CodeAbra/iai-personal-memory-enginestar911

A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over t...

MCP Server
sandbaseai/clistar185

Open-source AI CLI and local MCP server connecting 25 clients—Claude Code, Cursor, Codex, ChatGPT, Hermes, and OpenCl...

MCP Server
robert7/remnote-mcp-serverstar30

MCP server and CLI for connecting AI agents, OpenClaw/Hermes workflows, local automation, and coding harnesses to you...

MCP ServerOOpenClaw
danmartinez78/VectorClawstar20

Anki Vector + OpenClaw integration via MCP. Give your AI assistant a body. MCP server connecting Anki Vector robots...

MCP ServerOOpenClaw
jackjin1997/douban-mcpstar14

面向 agent 的豆瓣 MCP server + CLI：电影/图书查询、个人收藏管理；同时支持 Claude Desktop (stdio/SSE) 与 Claude Code/OpenClaw 等命令行 agent。

MCP Server
PhilipAD/health-export-mcpstar11

Open-source Apple Health MCP server for the MetricBridge iOS app: query 194 HealthKit metrics from Claude, ChatGPT, C...

MCP Server
Snoozemage/openclaw-direct-tools-for-chatgptstar9

Local MCP bridge connecting ChatGPT to OpenClaw, with browser and desktop automation, file operations, project search...

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-agent-forgestar9

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Agent Forge.

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-compliance-shieldstar9

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Compliance Shield.

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-compute-brokerstar9

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Compute Broker.

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-escrowstar9

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Escrow.

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-inbox-liquidatorstar9

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Inbox Liquidator.

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-lead-harvesterstar9

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Lead Harvester.

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-lead-nexusstar9

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Lead Nexus.

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-legal-shieldstar9

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Legal Shield.

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-market-sniperstar9

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Market Sniper.

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-receipt-ledgerstar9

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Receipt Ledger.

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-sentinelstar9

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Sentinel.

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-squad-leaderstar9

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Squad Leader.

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-vocaliststar9

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Vocalist.

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-zk-originstar9

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Zk Origin.

MCP ServerOOpenClaw
getmodern-ai/graftstar9

Graft writes the API integration your agent is missing, on demand, and serves it over MCP. Connect Claude, ChatGPT, H...

MCP ServerOOpenClaw
skp-kz/bilem.aistar9

Персональный агент для вашей 1С — WhatsApp и MCP. Open-source расширение 1С (bilem.cfe) и MCP-сервер для Claude, Chat...

MCP Server
Alpha-Park/openclaw-genpark-compliance-shieldstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Compliance Shield.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-compute-brokerstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Compute Broker.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-escrowstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Escrow.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-inbox-liquidatorstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Inbox Liquidator.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-latent-action-enginestar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Latent Action Engine.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-latent-intent-orchestratorstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Latent Intent Orchestr...

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-lead-harvesterstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Lead Harvester.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-lead-nexusstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Lead Nexus.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-legal-shieldstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Legal Shield.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-market-sniperstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Market Sniper.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-negotiatorstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Negotiator.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-producerstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Producer.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-receipt-ledgerstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Receipt Ledger.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-recursive-operational-synthesisstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Recursive Operational...

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-recursive-protocol-synthesizerstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Recursive Protocol Syn...

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-recursive-strategic-optimizerstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Recursive Strategic Op...

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-sentinel-fluxstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Sentinel Flux.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-squad-leaderstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Squad Leader.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-visual-sleuthstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Visual Sleuth.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-zk-originstar8

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Zk Origin.

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-sentiment-harvesterstar8

Official GenPark Protocol Skill: openclaw-genpark-sentiment-harvester

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-agent-forgestar7

Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Agent Forge.

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-memory-vaultstar7

OpenClaw GenPark Memory Vault - Cryptographically partitioned hierarchical memory vault with Ebbinghaus time-decay an...

MCP ServerOOpenClaw
alphaparkinc/openclaw-genpark-recursive-strategic-optimizerstar7

OpenClaw GenPark Recursive Strategic Optimizer - Regret-matching equilibrium and payoff matrix optimizer with IESDS d...

MCP ServerOOpenClaw
Alpha-Park/openclaw-genpark-sentinelstar7

OpenClaw GenPark Sentinel - Real-time sliding window token velocity anomaly detection and adaptive rate-limiting sent...

MCP ServerOOpenClaw
Load more expand_more48/54
add Submit Project