Implement OmniMCP for Claude computer control #946
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…md, .env.example, .dockerignore
This new strategy: 1. Uses OmniParser for parsing visual state and Gemini 2.0 for evaluation 2. Takes natural language task descriptions instead of recording IDs 3. Processes coalesced actions from events.py 4. Builds and maintains a process graph where states are nodes and actions are edges The graph is constructed before replay based on recording + task description, and is updated during replay based on observed states. Uses Pydantic for structured data handling and robust JSON parsing. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <[email protected]>
This commit adds OmniMCP, a system that enables Claude to control the computer using the Model Control Protocol. Key components: - OmniParser adapter for UI element detection - MCP server implementation - CLI interface for commands and debugging - Comprehensive documentation OmniMCP combines OmniParser's visual understanding with Claude's natural language capabilities to automate UI interactions.
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Closing in favor of PR #947, which contains a clean version of this implementation based on the current main branch. |
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OmniMCP Implementation
This PR adds OmniMCP, a system that enables Claude to control the computer through the Model Control Protocol (MCP). OmniMCP combines OmniParser's visual understanding with Claude's natural language capabilities to automate UI interactions.
Key Components
OmniParser Adapter (
openadapt/adapters/omniparser.py)OmniMCP Core (
openadapt/omnimcp.py)MCP Server (
openadapt/mcp/server.py)CLI Runner (
openadapt/run_omnimcp.py)fireUsage
Implementation Details
pynputfor keyboard and mouse controlconfig.py🤖 Generated with Claude Code
Co-Authored-By: Claude [email protected]