maponce

shivampatel0714/maponce

★ 0 stars Python AI/LLM Updated today

AI authors browser automations once (record or map); deterministic Playwright replays them at zero token cost - self-healing when the UI drifts, with business rules, credential housing, and an MCP server. LLMs at build time, auditable code at runtime.

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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "maponce": {
      "command": "uvx",
      "args": [
        "maponce"
      ]
    }
  }
}

Or install with pip: pip install maponce

README Excerpt

**AI-built, self-healing page object repositories for Playwright — map once, replay forever.** AI browser agents re-derive *"where is the submit button?"* on every single run. Each step ships an accessibility tree or screenshot to the model (5–50K tokens on a real page), so a 20-step workflow can burn six figures of tokens **per run** — plus seconds of LLM latency per

Tools (3)

Usernameenvwindows

Topics

agentic-aiaiai-agentsanthropicautomationbrowser-automationclaudellmmcpmodel-context-protocolobservabilitypage-object-modelplaywrightpythonrpa

maponce

Quick Install

README Excerpt

Tools (3)

Topics

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