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humanloop-automation

Automate Humanloop tasks via Rube MCP (Composio). Always search tools first for current schemas.

Author

@ComposioHQ

Category

Development Tools

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Humanloop Automation Skill

Skill Overview


Automate Humanloop operations using the Rube MCP, enabling automated workflows for AI data labeling and model evaluation tasks.

Use Cases


  • AI Data Labeling Automation: Automate data labeling tasks in Humanloop, batch-manage labeling projects, and reduce manual operation time.

  • Model Evaluation Pipeline Orchestration: Use Rube MCP to call Humanloop evaluation tools to automate model performance testing.

  • Claude Workflow Integration: Call Humanloop functions directly within Claude conversations to complete complex tasks without writing API code.

    • Core Functions


  • Dynamic Tool Discovery: Retrieve Humanloop’s latest tool schemas in real time via RUBE_SEARCH_TOOLS, avoiding hard-coded and outdated API structures.

  • Connection Management: Use RUBE_MANAGE_CONNECTIONS to check and manage Humanloop connection status, ensuring service availability.

  • Batch Task Execution: Execute multiple Humanloop operations via RUBE_MULTI_EXECUTE_TOOL, supporting session reuse and memory management.

    • Frequently Asked Questions

    What is Rube MCP, and how do I add it?


    Rube MCP is an MCP server that does not require an API key and provides access to the Composio toolset. Simply add https://rube.app/mcp as the MCP server in your client configuration to start using it.

    Does the Humanloop automation skill require an API key?


    No. Rube MCP itself does not require an API key, but for the first use you must authorize your Humanloop account via the authentication link returned by RUBE_MANAGE_CONNECTIONS.

    How can I check the Humanloop connection status?


    Call the RUBE_MANAGE_CONNECTIONS tool, pass the toolkits parameter as ["humanloop"] and provide the session ID. If the returned connection status is ACTIVE, you can use it normally.