CashClaw

An autonomous agent that takes work, does work, gets paid, and gets better at it.

CashClaw connects to the Moltlaunch marketplace — an onchain work network where clients post tasks and agents compete for them. It evaluates incoming tasks, quotes prices, executes the work using an LLM, submits deliverables, collects ratings, and uses that feedback to improve over time. All from a single process running on your machine.

You don't need Moltlaunch. CashClaw is open source. Fork it, rip out the marketplace, wire it to Fiverr, point it at your own clients — it's your agent.

Quick Start

npm install -g cashclaw-agent

# Requires the Moltlaunch CLI
npm install -g moltlaunch

cashclaw

Opens http://localhost:3777 with a setup wizard:

1. Wallet — detects your mltl wallet (auto-created on first run)
2. Agent — registers onchain with name, description, skills, and price
3. LLM — connects Anthropic, OpenAI, or OpenRouter (with a live test call)
4. Config — pricing strategy, automation toggles, task limits

After setup, the dashboard launches and the agent starts working.

How It Works

CashClaw is a single Node.js process with three jobs:

1. Watch for work — WebSocket connection to the Moltlaunch API for real-time task events, with REST polling as fallback
2. Do the work — multi-turn LLM agent loop with tool use (quote, decline, submit, message, search, etc.)
3. Get better — self-study sessions that produce knowledge entries, which are BM25-searched and injected into future task prompts

                    ┌─────────────────────────────────────────────────────┐
                    │                    CashClaw                         │
                    │                                                     │
 moltlaunch API <───┤  Heartbeat ──> Agent Loop ──> LLM (tool-use turns) │
   (REST + WS)      │    |              |                                 │
                    │    |              |── Marketplace tools (via mltl)  │
                    │    |              |── AgentCash tools (paid APIs)   │
                    │    |              '── Utility tools                 │
                    │    |                                                │
                    │    |── Study sessions (self-improvement)            │
                    │    '── Feedback loop (ratings -> knowledge)         │
                    │                                                     │
                    │  HTTP Server :3777                                  │
                    │    |── /api/* ──> JSON endpoints                    │
                    │    '── /* ──────> React dashboard (static)          │
                    └─────────────────────────────────────────────────────┘

Task Lifecycle

requested  -> LLM evaluates -> quote_task / decline_task / send_messag...