lekt9/unbrowse-openclaw: Unbrowse for Openclaw β€” self-learning API skill generator for openclaw/clawdbot. Auto-discovers APIs from browser traffic, generates skills on the fly to call APIs directly 100x faster, locally.


Open source API reverse engineering for OpenClaw.

Unbrowse is an OpenClaw extension that captures API traffic from any website and turns it into monetizable skills for AI agents. Browse a site, capture the API calls, generate skills, and publish them to the marketplace to earn USDC on every download.

πŸ”’ Security Note: Unbrowse runs locally and accesses browser sessions to automate logins. All data stays on your machine β€” nothing is transmitted externally unless you explicitly publish to the marketplace. See SECURITY.md for full details on what’s accessed and why.

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚                        UNBROWSE                             β”‚
β”‚          Open Source API Reverse Engineering                β”‚
β”‚                                                             β”‚
β”‚   Capture ──► Generate ──► Publish ──► Earn                β”‚
β”‚       β”‚          β”‚           β”‚          β”‚                   β”‚
β”‚       β–Ό          β–Ό           β–Ό          β–Ό                   β”‚
β”‚   API traffic  skills    marketplace   USDC                β”‚
β”‚   auth headers schemas   x402 payments 70% revenue         β”‚
β”‚   payloads     docs      Solana        per download        β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
openclaw plugins install @getfoundry/unbrowse-openclaw

That’s it. Downloads, extracts, enables, and loads automatically.


Alternative: Manual Config

Add to ~/.openclaw/openclaw.json (or ~/.clawdbot/clawdbot.json):

{
  "plugins": {
    "entries": {
      "unbrowse-openclaw": { "enabled": true }
    }
  }
}

Then restart:

{
  "plugins": {
    "entries": {
      "unbrowse-openclaw": {
        "enabled": true,
        "source": "github:lekt9/unbrowse-openclaw"
      }
    }
  }
}
git clone https://github.com/lekt9/unbrowse-openclaw ~/.openclaw/extensions/unbrowse-openclaw
cd ~/.openclaw/extensions/unbrowse && npm install
openclaw gateway restart

Quick Start β€” No Config Needed! πŸš€

Unbrowse works immediately after installation. No API key required for core features:

# Install and start using right away
openclaw plugins install @getfoundry/unbrowse-openclaw

# Start capturing immediately - no config needed
"Capture the API from airbnb.com"

Feature Requirements
Capture APIs βœ… Nothing β€” works out of box
Generate skills βœ… Nothing β€” works out of box
Replay captured APIs βœ… Nothing β€” uses your captured auth
Browse & login βœ… Nothing β€” uses your Chrome profile
Search marketplace βœ… Nothing β€” free to search
Download from marketplace πŸ’° Solana wallet + USDC ($0.01/skill)
Publish to marketplace πŸ’° Solana wallet (earn 70% revenue)

Setting Up Marketplace (Optional)

Only needed if you want to download/publish skills to the marketplace:

# Create a Solana wallet for marketplace transactions
unbrowse_wallet action="create"

# Or use your existing wallet
unbrowse_wallet action="set_creator" wallet=""

Note: The SOLANA_PRIVATE_KEY and UNBROWSE_API_KEY environment variables are only for advanced marketplace features. Basic capture, generation, and replay work without any configuration.

Browse any website normally. Unbrowse intercepts all API traffic:

  • Endpoint URLs and methods
  • Request/response payloads
  • Authentication headers
  • Cookies and tokens
# Using the agent
"Browse twitter.com and capture the API"

# Or directly
unbrowse_capture url="twitter.com"

AI analyzes captured traffic and generates production-ready skills:

  • OpenAPI-style schemas
  • Auth handling (Bearer, cookies, etc.)
  • Documentation and examples
  • TypeScript wrapper code
# Auto-generated from captured traffic
unbrowse_generate_skill domain="twitter.com"

Push skills to the marketplace with optional pricing:

# Free skill (default)
unbrowse_publish name="twitter-timeline"

# Paid skill ($2.50 USDC)
unbrowse_publish name="twitter-timeline" price="2.50"

When other agents download your skill:

  • 70% goes to you (the creator)
  • 30% goes to the platform

Payments are instant via x402 protocol on Solana (USDC).

Tool Description
unbrowse_browse Open URL in browser with traffic capture
unbrowse_capture Capture API traffic from a domain
unbrowse_profile Record a browsing session with login
unbrowse_act Execute browser actions (click, type, scroll)

Tool Description
unbrowse_generate_skill Generate skill from captured endpoints
unbrowse_install Install a skill from the marketplace
unbrowse_replay Execute API calls using installed skills

Tool Description
unbrowse_search Search the skill marketplace
unbrowse_publish Publish a skill (free or paid)
unbrowse_wallet Manage your Solana wallet for payments

Tool Description
unbrowse_login Login to a service and save session
unbrowse_session List/manage saved sessions
unbrowse_cookies Export cookies for a domain

Tool Description
unbrowse_workflow_record Record multi-site browsing sessions for workflow learning
unbrowse_workflow_learn Analyze recordings to generate api-package or workflow skills
unbrowse_workflow_execute Execute workflow or api-package skills with success tracking
unbrowse_workflow_stats View success rates, earnings, and leaderboards

Unbrowse generates two types of skills:

API Packages (api-package)

Single-site API collections. Simple endpoint capture with authentication.

# Capture and generate
unbrowse_capture url="api.twitter.com"
# Generates: twitter-api skill with endpoints

Multi-site orchestration with decision points and data flow.

# Record a cross-site session
unbrowse_workflow_record action="start" intent="Compare prices across sites"
# Browse multiple sites, add annotations at key points
unbrowse_workflow_record action="annotate" note="Price comparison" noteType="decision"
unbrowse_workflow_record action="stop"
# Learn the workflow
unbrowse_workflow_learn sessionId="session-123..."

Pay per sale. Buyers own the skill forever.

When an agent purchases a skill:

  • 70% goes to the creator
  • 30% goes to the platform

Payments are instant via x402 protocol on Solana (USDC).

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚              EARNINGS BREAKDOWN                 β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚  Creator:  70%  ─ Instant payout on sale        β”‚
β”‚  Platform: 30%  ─ Infrastructure & marketplace  β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

Quality Tiers (Marketplace Ranking)

Success rate affects marketplace visibility. Higher quality = more sales.

Tier Success Rate Visibility
Gold 95%+ Featured, top ranking
Silver 85%+ High visibility
Bronze 70%+ Standard listing
Unranked 50%+ Lower ranking
Poor Hidden from search

Full config example:

{
  "plugins": {
    "entries": {
      "unbrowse-openclaw": {
        "enabled": true,
        "config": {
          "skillsOutputDir": "~/.openclaw/skills",
          "autoDiscover": true,
          "skillIndexUrl": "https://index.unbrowse.ai",
          "marketplace": {
            "creatorWallet": "YOUR_SOLANA_WALLET_ADDRESS",
            "solanaPrivateKey": "YOUR_BASE58_PRIVATE_KEY",
            "defaultPrice": "0"
          },
          "browser": {
            "useApiKey": "bu_...",
            "proxyCountry": "us"
          },
          "credentialSource": "none"
        }
      }
    }
  }
}

Option Default Description
skillsOutputDir ~/.openclaw/skills Where generated skills are saved
autoDiscover true Auto-generate skills when browsing APIs
skillIndexUrl https://index.unbrowse.ai Marketplace API URL
marketplace.creatorWallet Solana address to receive USDC
marketplace.solanaPrivateKey Private key for x402 payments
marketplace.defaultPrice "0" Default price for new skills
browser.useApiKey Browser Use API key for stealth
browser.proxyCountry "us" Proxy location for stealth browser
credentialSource "none" Password lookup: none/keychain/1password

Security Options (all disabled by default)

Option Default Description
enableChromeCookies false Read cookies from Chrome’s database
enableOtpAutoFill false Auto-fill OTP codes from SMS/clipboard
enableDesktopAutomation false Allow AppleScript desktop control

See SECURITY.md for detailed explanations of each feature.

Unbrowse uses the x402 protocol for machine-to-machine payments:

1. Agent requests skill download
2. Server returns HTTP 402 with payment requirements
3. Agent signs USDC transaction on Solana
4. Agent retries with signed transaction in X-Payment header
5. Server verifies on-chain, returns skill content

No intermediaries. Direct creator payment. Instant settlement.

Type Price Description
Free $0.00 Default β€” maximum adoption
Paid $0.10 – $100 Creator sets price, earns 70%

Unbrowse works on all OpenClaw-compatible platforms:

Platform Config File Install Command
OpenClaw ~/.openclaw/openclaw.json openclaw plugins install @getfoundry/unbrowse-openclaw
Clawdbot ~/.clawdbot/clawdbot.json clawdbot plugins install @getfoundry/unbrowse-openclaw
Moltbot ~/.moltbot/moltbot.json moltbot plugins install @getfoundry/unbrowse-openclaw

For self-hosting the marketplace server, see server/ directory:

cd server
docker compose up -d

Default port: 4111

# Type check
npx tsc --noEmit

# Test locally
openclaw gateway restart
tail -f ~/.openclaw/logs/gateway.log | grep unbrowse
~/.openclaw/skills/           β€” Generated skills
~/.openclaw/extensions/       β€” Extension code
~/.openclaw/logs/             β€” Gateway logs

Generated skills follow the Agent Skills open standard:

my-skill/
β”œβ”€β”€ SKILL.md          # Skill definition and metadata
β”œβ”€β”€ scripts/          # Executable scripts
β”‚   └── run.ts        # Main execution script
└── references/       # Supporting documentation
    └── api.md        # API reference

“Given napi value is not an array” or “Failed to convert JavaScript value”

This error occurs on Node.js v24+ due to N-API compatibility issues with the @solana/web3.js native bindings.

Solution: Use Node.js v22 LTS (Long Term Support)

# If using nvm
nvm install 22
nvm use 22

# Then restart the gateway
openclaw gateway restart

“Native module failed to load” (ESM Error)

Fixed in v0.4.0+. Update to the latest version:

openclaw plugins update @getfoundry/unbrowse-openclaw

unbrowse_skills returns undefined

Usually a Node version issue. See the Node.js v24+ fix above.

Wallet/marketplace features require:

  1. Node.js v22 or earlier (not v24+)
  2. A funded Solana wallet (for downloads)

Basic capture, generation, and replay work without a wallet.

Make sure Chrome is running with remote debugging enabled, or let Unbrowse launch it:

# Kill existing Chrome instances
pkill -f "Google Chrome"

# Try capture again (Unbrowse will launch Chrome)
unbrowse_capture urls=["https://example.com"]

v0.6.0 (Breaking Changes)

Security: All sensitive features now disabled by default

The following capabilities now require explicit opt-in via config:

Feature Config to Enable
Chrome cookie reading enableChromeCookies: true
OTP auto-fill (SMS/clipboard) enableOtpAutoFill: true
Desktop automation (AppleScript) enableDesktopAutomation: true
Keychain/1Password credentials credentialSource: "keychain"

Why: These features access sensitive local data. While necessary for full automation, they should be opt-in so users understand what they’re enabling.

Migration: Add to your config if you need these features:

{
  "plugins": {
    "entries": {
      "unbrowse": {
        "config": {
          "enableChromeCookies": true,
          "enableOtpAutoFill": true,
          "enableDesktopAutomation": true
        }
      }
    }
  }
}

Core capture/replay functionality is unaffected β€” basic API capture and replay work without any config changes.

See SECURITY.md for full details on what each feature does.


Star History Chart

MIT


Built for OpenClaw. Powered by x402.





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