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agentl

io.github.arimayuji/agentl ยท v0.9.0

Validate, plan, preview and run YAML data pipelines (ETL with LLM steps) and debug failed runs.

Connect Runs on your machine

Terminal
claude mcp add agentl -e AGENTL_DB=<AGENTL_DB> -e AGENTL_PROVIDER=<AGENTL_PROVIDER> -e AGENTL_MODEL=<AGENTL_MODEL> -- uvx agentl-etl==0.9.0
claude_desktop_config.json
{
  "mcpServers": {
    "agentl": {
      "command": "uvx",
      "args": [
        "agentl-etl==0.9.0"
      ],
      "env": {
        "AGENTL_DB": "<AGENTL_DB>",
        "AGENTL_PROVIDER": "<AGENTL_PROVIDER>",
        "AGENTL_MODEL": "<AGENTL_MODEL>"
      }
    }
  }
}
~/.cursor/mcp.json
{
  "mcpServers": {
    "agentl": {
      "command": "uvx",
      "args": [
        "agentl-etl==0.9.0"
      ],
      "env": {
        "AGENTL_DB": "<AGENTL_DB>",
        "AGENTL_PROVIDER": "<AGENTL_PROVIDER>",
        "AGENTL_MODEL": "<AGENTL_MODEL>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "agentl": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "agentl-etl==0.9.0"
      ],
      "env": {
        "AGENTL_DB": "<AGENTL_DB>",
        "AGENTL_PROVIDER": "<AGENTL_PROVIDER>",
        "AGENTL_MODEL": "<AGENTL_MODEL>"
      }
    }
  }
}

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools

This server runs locally, so its tools are listed by your MCP client once it starts.

Environment variables

NameDescription
AGENTL_DB
Optional
run store: SQLite path or postgresql:// URL (default .agentl/agentl.db)
AGENTL_PROVIDER
Optional
LLM provider for new_pipeline (anthropic, openai, openrouter, ...)
AGENTL_MODEL
Optional
model for new_pipeline

Details

Package[email protected] (PYPI, stdio)
First published16 Oct 2026
Last updated16 Oct 2026
Registry nameio.github.arimayuji/agentl

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