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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.
22 featured picks374 builds with real repo pull14 live lanes to scan
833Tracked Builds
2.0MRepo Stars
14Builder Lanes
Fastest Way Into OpenClaw
1. Install
pip install open-interpreterRequires Python 3.10+. The core runtime for OpenClaw-compatible assistants.
2. Run
interpreterOpens 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.
Complete Setup Guide
1Install Python
Install Python
- a
Check your current version
python3 --versionIf 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.
- 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
2Set Up a Virtual Environment
Set Up a Virtual Environment
- a
Create the environment
python3 -m venv interpreter_envThis creates a folder called
interpreter_envwith its own Python. Your system Python stays untouched. - b
Activate it
Mac/Linux:
source interpreter_env/bin/activateWindows:
interpreter_env\Scripts\activateYou'll see
(interpreter_env)in your terminal prompt. That means it's working.
3Install Open Interpreter
Install Open Interpreter
- a
Install via pip
pip install open-interpreterMake sure your virtual environment is activated first (you should see
(interpreter_env)in your prompt). - b
Verify it installed
interpreter --versionYou should see a version number. If you get "command not found", try
python3 -m interpreterinstead.
4Set Up Your API Key
Set Up Your API Key
- 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).
- b
Set the key in your terminal
Mac/Linux (add to
~/.zshrcor~/.bashrcto persist):export OPENAI_API_KEY='sk-your-key-here'Windows:
setx OPENAI_API_KEY sk-your-key-here - c
Save money with GPT-3.5
interpreter --model gpt-3.5-turboGPT-4 is the default and costs ~10x more. GPT-3.5 is fine for most tasks. You can also use
interpreter --fastas a shortcut.
5Your First Run
Your First Run
- a
Launch it
interpreterYou'll see a chat prompt. Type naturally — it understands plain English.
- 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 itIt writes and runs code to accomplish each task. You'll be asked to approve before it executes anything.
- c
Auto-approve mode (skip confirmations)
interpreter -yThe
-yflag auto-approves all code execution. Only use this when you trust the task — it can modify files and run shell commands.
6Run Locally — Free & Private
Run Locally — Free & Private
- a
Install Ollama
Download from ollama.com. One-click install on Mac/Windows/Linux.
- b
Pull a model
ollama pull llama3.1Llama 3.1 8B is a great starting point (~4.7GB download). For better results with more RAM, try
ollama pull llama3.1:70b. - c
Run Open Interpreter with your local model
interpreter --localIt auto-detects Ollama and uses your downloaded model. Zero API costs. Fully private — nothing leaves your machine.
Hardware tip: 8B models need ~8GB RAM. 70B models need ~48GB RAM. If your machine struggles, stick with 8B — it handles most tasks well.
7Extend with the Ecosystem
Extend with the Ecosystem
Once you're comfortable with the basics, explore the tools below. The OpenClaw ecosystem includes:
Skills
Custom commands that teach your assistant new abilities — from web scraping to data analysis.
Plugins
Connect to external services — Slack, email, calendars, databases, and more.
Memory Systems
Give your assistant long-term memory so it remembers your preferences and past conversations.
Desktop Apps
GUI interfaces that make Open Interpreter feel like a native app instead of a terminal tool.
Starter Packages
Pick a use case. Get the command. Start building in 60 seconds.
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 --osTry 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
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 --loopTry 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
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/codestralTry 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
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 installTry this
"Create a crew: researcher finds the top 5 competitors, analyst compares their pricing, writer produces a markdown report with recommendations"
crewaicrewai[tools]chromadbuvlangchain
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-4oTry 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
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 -yTry 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
Where OpenClaw is winning
The strongest lanes in this ecosystem, ranked by visible public proof.
Lead builds
539k ★Core & Alternatives
6 tracked builds
Lead builds
29k ★Skills
6 tracked builds
Lead builds
17k ★Plugins
6 tracked builds
Lead builds
67k ★Memory Systems
6 tracked builds
Lead builds
84k ★Infrastructure
6 tracked builds
Lead builds
13k ★Desktop & Dashboard
4 tracked builds
OpenClaw board
(313)Filter the ranked board by type, timing, and proof signal.
313 signals found
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AgentOOpenClaw
Lobster0 — a self-hosted OpenClaw-inspired AI agent with persistent memory, governed autonomy, and self-evolution. 受...
AgentOOpenClaw
The enterprise-enhanced version of OpenClaw. ByClaw serves as a secure, scalable AI Agent Operating System with multi...
AgentOOpenClaw
Open-source AI phone API for voice agents. Give Claude, Cursor, OpenClaw, or any LLM a real phone number — outbound/i...
Agent
Personal AI assistant via Matrix Chat - A slightly saner alternative to OpenClaw
Agent
Smarter, anti-bot resistant way to fetch pages in openclaw.
AgentOOpenClaw
Long-running fleet orchestration and memory infrastructure for AI agents. Enables persistent context, shared memory,...
Agent
Turn AI coding CLIs (Claude Code, Codex, Antigravity) into AI employees on LINE, Telegram, Discord, Slack and 7 more...
Agent
kali-claw is a self-evolving security agent from the OpenClaw project. It operates 24/7 on Kali Linux, systematically...
AgentOOpenClaw
A secure, stable Rust alternative to openclaw/moltbot/clawdbot
AgentOOpenClaw
Open-source AI agent CLI built in Zig. A pure Zig rewrite of OpenClaw — one ~5MB binary, zero Node.js. Agentic loop,...
Agent
A 30-day public U.S. stock challenge: follow a 5000 HKD 🦞 claw through live market days.
AgentOOpenClaw
Tribunal multi-agent Discord bot framework — autonomous paired review with configurable agent roles
Agent
Index, search, summarize, and approval-gate local Codex sessions through OpenClaw/MCP. Agent-first recall and dry-run...
Agent
Decentralized Autonomous Research Collective. Lean 4-verified, IPFS-backed, agent-native. Production paper: arXiv:260...
AgentOOpenClaw
Enterprise AI Agent Platform: Distributed memory storage + SSH sandbox execution, serve unlimited agents with mini...
Agent
Ryu is the open-source layer around your agents. Bring Claude Code, Codex, OpenClaw or your own. Start without buildi...
Agent
AI-powered self-healing system for OpenClaw Gateway • 4-tier autonomous recovery • macOS & Linux
Agent
Self-hosted personal AI assistant with MCP-native, bio-inspired memory. OpenClaw-compatible skills. LoCoMo F1 0.48 vs...
AgentOOpenClaw
Complete AI Agent System for OpenClaw — memory, self-healing, self-improvement, voice, automation
AgentOOpenClaw
Third-party adapters for OCTO — bridge AI agents, IM platforms, and external services into the OCTO workplace via Ope...
AgentOOpenClaw
Unraid plugin + OpenClaw AI agent tools for managing Unraid servers
AgentOOpenClaw
Fast Obsidian-aware search and discovery that makes AI agents or OpenClaw your true knowledge assistant.
Agent
Local AI Agent firmware running on ESP32-S3, integrating offline voice wake-up with cloud TTS, supporting local LLM i...
Agent
Free AI-powered Amazon product research & marketplace intelligence for 6 platforms. Hidden Profit Index — Sorftime's...
Agent
Production-grade memory operating system for agentic AI. Interoperates with every major framework via MCP, OpenAI-com...
Agent
OpenClaw Standalone Installer — Zero-dependency, cross-platform pre-built packages for both Official and Chinese edit...
AgentOOpenClaw
Personal Agentic AI Assistant for non-tech user powered by OpenClaw
AgentOOpenClaw
Complete memory and context persistence system for OpenClaw AI agents
AgentOOpenClaw
TaskForge Platform runs AI agents in sandboxed Docker containers with capability-based security. Agents start with mi...
AgentOOpenClaw
Universal AI Tool Orchestrator - Sync skills, MCPs, and memory across Claude Code, Codex, Gemini CLI, OpenCode, OpenC...
Agent
Ultra-lightweight, open-source, self-hosted personal AI assistant in Go for RISC-V, SBCs, and embedded systems. Activ...
AgentOOpenClaw
基于 OpenClaw 的 A股/ETF 交易智能助手，面向个人投资者与开发者，提供“数据采集—分析研判—风控校验—通知执行—复盘留痕”全流程能力。项目支持多 Agent 协作与 Cron 工作流，可在盘前、盘中、盘后自动完成关键任务...
AgentOOpenClaw
Pixel art office dashboard for OpenClaw agents — watch your AI agents work in a cute pixel office
AgentOOpenClaw
Local-first memory backend for AI agents · 99.2% LongMemEval-S retrieval @ k=8 · Supports Claude · Antigravity · Lang...
Agent
Governed Claude agent control plane: deterministic policy engine runs before every LLM call, $0 default autonomous sp...
Agent
Autonomous AI decision engine for OpenClaw — give your AI a brain that decides for itself
AgentOOpenClaw
Local-first control plane for running Claude agents in real Telegram and WhatsApp chats
Agent
Shared workspace for AI agents and human developers. See, audit, and review every change AI makes to your codebase. M...
Agent
Production-ready personal AI agent runtime in Go with WebUI, multi-agent orchestration, memory, audit, and distribute...
Agent
Flowwink is the next gen open source Business Operating System with 500+ skills where Hermes agents, Claude, OpenClaw...
AgentOOpenClaw
基于 Tauri 2 与 Vue 3 的 AI Agent 桌面工作台，支持本机或云端 HexClaw 服务，集成多模型对话、知识库、工具、任务自动化与作业辅导。
Agent
Trust-aware context packing + review-gated memory hygiene for OpenClaw.
AgentOOpenClaw
A Swift package SDK for running local OpenClaw-style AI agent workflows inside native Swift applications.
AgentOOpenClaw
Self-hosted autonomous AI agent for Linux — multi-LLM, real desktop control (VNC), WhatsApp, RAG knowledge base, sand...
AgentOOpenClaw
OpenCLAW SEED — Autonomous self-evolving research agent with LoRA fine-tuning. Part of P2PCLAW ecosystem. Trains itse...
AgentOOpenClaw
High-performance toolkit for running AI tools (OpenClaw, Pi Agent, n8n, Ollama, Hermes) natively on Android via Termux.
AgentOOpenClaw
Claw is a local-first AI control plane that runs powerful open models on your machine and connects to top LLM provide...
AgentClaude Code
Claude Code
OpenClaw-compatible MASL safety gate with public RAG packs for memory-aware AI agents
AgentOOpenClaw
Run AI agents(Claude Code, Codex, OpenClaw, etc.) with Full Power in Isolated Local Sandbox. Zero cost, Zero risk to...
Agent
Trade Bitcoin prediction markets on autopilot with this automated Kalshi trading bot in Python — targets BTC Up/Do...
Agent
🦞 OpenClaw Pool — multi-tenant AI agent platform on AWS EC2 Firecracker microVMs with per-tenant isolation, auto-sca...
AgentOOpenClaw
Always-on local AI assistant and AI coding agent runtime in Go. OpenClaw, Claude Code, Codex, and OpenCode alternativ...
Agent
Privacy-first desktop AI companion with 5 pillars: unified chat, OpenClaw Gateway, evolving avatar, desktop control,...
AgentOOpenClaw
Your all-scenario AI digital assistant — Cross-Device Execution, Social Collaboration, and Proactivity
Agent
Stock investment and portfolio decision workflows for AI agents: Claude Code, Codex, OpenClaw, DeepSeek Harness (dsh...
Agent
OpenClaw (and LM Studio) chat with strong focus on responsive and beautiful interface
AgentOOpenClaw
Ultra-compact agent framework for Kafka in Go. Operate a distributed swarm.
AgentOOpenClaw
Agentic SWMM is an automated, auditable, and memory-informed framework for reproducible stormwater modelling, integra...
Agent
Frozen reference snapshot (Oct 2026) of a self-hosted AI operations stack — Discord bot + RAG + automation scripts on...
AgentClaude Code
Claude Code
Official ServerlessClaw: The authoritative autonomous AI agent swarm for AWS. Zero idle cost, self-evolving, and infi...
AgentOOpenClaw
Write Once, Run Anywhere for AI Agent Skills. Claude Code. Codex. OpenClaw. Gemini.
Agent
Make OpenClaw usable for everyone — setup, manage, and grow it into a practical digital personal assistant.
AgentOOpenClaw
A production-grade Python AI Agent framework with persistent memory, hooks-driven architecture, and compute-storage s...
Agent
App for autonomous agents and humans, powered by ElizaOS. Train agents, play games, collaborate with other agents. Ho...
AgentOOpenClaw
OpenClaw exporter for sending agent, LLM, and tool tracing data to Langfuse via OpenTelemetry.
AgentOOpenClaw
AMP (Agent Mailer Protocol) is an async mailbox system for AI agents. Instead of chaining tools, writing DAGs, or bu...
Agent
The field manual for running a real self-hosted AI agent with OpenClaw.
AgentOOpenClaw
A more autonomous, more persistent, and easier alternative to OpenClaw/Hermes. Give it a task and it will carry it...
Agent
AI Agent 统一配置中心 · Unified configuration center for AI coding agents — providers, MCP, skills & memory, synced to ever...
Agent
Security-first, self-hosted AI agents - isolation you can prove, not just promise.
Agent
AI-powered strategic session facilitator based on EOS, OKR, 4DX, Scaling Up. Solo & team modes.
AgentOOpenClaw
The high quality agentic ai Solana harness like openclaw 🦞 but specialized for Solana make trading bots, launch...
Agent
Proxy for autonomous agents — keeps API credentials off the agent, with Telegram approval for sensitive requests.
AgentOOpenClaw
Claw Design-Agent Bridge is a local-first, HTML-based AI presentation workbench, letting you create Claude-level slid...
Agent
Your AI. Your machine. Always on. A personal assistant in one pure-Swift binary.
Agent
Agents answer. ZugaMind notices. A persistent cognition sidecar that wakes Claude Code, OpenClaw, Codex, or Hermes wh...
Agent
Rexclaw companions, realtime voice chat with VRM avatars that have persistent memory, gestures and emotions. Play gam...
Agent
Turn prompt-based agents into auditable ops: state machine, decision log, risk scoring, and memory for Claude Code, O...
Agent
Lightweight, safe, self-improving multi-role AI agent framework. Hybrid local + cloud LLMs with self-calibrating rout...
AgentOOpenClaw
Any brain, any agent. Package an AI agent's brain — persona, MCP stack, skills, memory, config — into one open, signe...
Agent
A minimal Telegram agent powered by Claude Code, designed to be self-modifiable.
AgentClaude Code
Claude Code
A lightweight AI agent framework with identity awareness inspired by OpenClaw, aimed to be very simple to set up a...
Agent
Muscle memory for Claude, OpenClaw, and AI agents. Zero-cost Hebbian memory system — learns which files matter throug...
Agent
Open-source Android AI chat, on-device agent, local models, Live2D, Skills, MCP, and Vibe Coding
Agent
Team chat where agents are members, not integrations - with their own mailbox, git repos, and automations.
Agent
Open-source multi-tenant AI agent platform. Docker isolation, multi-channel, SIWE auth. Built on OpenClaw + Base. Our...
AgentOOpenClaw
Local-first, auditable memory for AI agents, with governed retrieval, delegated context delivery, and verifiable exec...
AgentOOpenClaw
Like Openclaw, but for ML engineering. Your always-on and autonomous ML engineer that works 24/7 to conduct research,...
Agent
Lionclaw is a local control plane for AI coding agents. It runs AI agents as durable, auditable workers with explicit...
Agent
Terminal-native chat client for OpenClaw, Hermes, Ollama and OpenAI-compatible providers. A pure, beautiful terminal...
AgentOOpenClaw
Automate Codex CLI tasks using OpenClaw to write prompts, approve commands, check results, and interact via terminal...
Agent
P2PCLAW v3 — Decentralized AI research network. 14 autonomous agents, P2P via Gun.js, IPFS storage, 3D swarm visualiz...
Agent
A personal agent OS you can run yourself: Discord is the interface, a folder is the filesystem, OpenClaw is the kerne...
Agent
Self-hosted Zulip plugin that makes an AI agent a full teammate in threaded team chat (streams + DMs) - the Hermes (N...
Agent
A private signals inbox for OpenClaw: reviews your email, chat and phone notifications into suggestion cards, and fin...
AgentOOpenClaw
World's first AI-powered Yahoo Finance integration. 68 tools for stocks, ETFs, crypto, forex and commodities: prices,...
AgentOOpenClaw
OpenClaw agentic trading bot - Tastytrade API integration with Executor/Critic Docker isolation
AgentOOpenClaw
OpenClaw 新手完全指南 - 手把手教你部署属于自己的24小时在线AI助手 | 全平台部署教程 + API配置 + 平台对接 | Complete guide for deploying OpenClaw AI assis...
AgentOOpenClaw
OpenClaw Runtime Control Plane for Tool-Calling Agents — 13-provider routing with capability-aware fallback, tool gov...
AgentOOpenClaw
Community documentation for OpenClaw — the open-source autonomous AI agent
AgentOOpenClaw
CLI (command-line interface) tool which allows to access your RemNote knowledge base via RemNote Bridge for MCP & Ope...
AgentOOpenClaw
Six in-process middlewares for OpenClaw: HITL approvals, prompt-injection guardrails, PII redaction, tool-call budget...
AgentOOpenClaw
Create a portable AI assistant that runs directly from a USB drive with open-source code and easy setup for any compu...
AgentOOpenClaw
Let agents manage your Figma workspace. Runs locally. ClaudeCode, Cursor, OpenClaw, or the terminal. By dannykeane.com
Agent
Unify agents from multi-platform (OpenClaw, Codex, Claude, Gemini) into one Team with shared prompts & skills — then...
Agent
基于 OpenClaw 、Hermes的企业级联邦式多 Agent 协作系统。采用 Docker 容器隔离、PostgreSQL 统一知识底座与 RLS 权限控制，专为无 GPU 服务器与云端算力（如阿里云 Coding Plan）优...
AgentOOpenClaw
Teacat-Agent is an agent harness inspectable for adaptation (not currently updated) - A very present AI assistant wit...
AgentOOpenClaw
Run OpenClaw agents inside Open WebUI: live tool calls, subagents, ask-user dialogs, and media, over the Gateway's na...
AgentOOpenClaw
Serverless Telegram AI assistant on Amazon Bedrock AgentCore Runtime + Memory (OpenClaw agent): cross-session memory,...
AgentOOpenClaw
One toolkit, every agent — drop decentralized, all-TEE, OpenAI-compatible Chutes.ai inference into Claude, Hermes, Op...
Agent
OpenCurro AI Agent is a fast, lightweight, and autonomous general-purpose AI agent. An open alternative to OpenClaw,...
Agent
Run a full AI agent on mobile with local LLM calls, on-device memory, code execution, and native HTTP support in Capa...
Agent
An agentic framework similar to OpenClaw, optimized for local models and low context lengths.
Agent
ClawDoc — OpenClaw configuration expert & system doctor. An agent that fully understands, audits, patches, fixes, and...
AgentOOpenClaw
Run OpenClaw locally on any GPU or CPU without API costs, supporting large models on low-memory hardware for free and...
AgentOOpenClaw
Phone-capable AI voice agent for OpenClaw — Twilio + OpenAI Realtime SIP bridge with call log dashboard
AgentOOpenClaw
Comprehensive codebase documentation for OpenClaw — AI agent platform. Module analysis, dependency maps, architecture...
AgentOOpenClaw
Benchmark suite for testing local LLMs as AI agents via OpenClaw + Ollama. 7 models, 22 tasks, interactive dashboard...
AgentOOpenClaw
Kubernetes-native AI assistant platform with per-user OpenClaw agents, persistent sessions, skills, and streaming chat.
AgentOOpenClaw
Self-hosted family AI gateway with parental controls. Runs on Linux, macOS, and Android (Termux) — Raspberry Pi, mini...
AgentOOpenClaw
Benchmark-driven model routing for OpenClaw with data-driven policy tuning. Inspired by karpathy/autoresearch.
AgentOOpenClaw
openclaw-like ai agent platform. Written in go for speed and memory-efficiency. Supports claude code as backend, or A...
AgentClaude Code
Claude Code
Run a modular agent runtime on ESP32-S3 that manages LLMs, tools, memory, and channels for efficient message processing.
Agent
RivonClaw is an easy-mode runtime and UI layer built on top of OpenClaw, designed to turn long-lived AI agents into p...
AgentOOpenClaw
Daily Top 10 AI news dashboard. Uses an autonomous OpenClaw agent for web research and a glassmorphism React frontend...
AgentOOpenClaw
