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agentl

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

MCP server · by arimayuji

About

agentl is an MCP server published by arimayuji. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-16 and have recorded no change since. As of our marketplace pass on 2026-10-17.

What it asks for

  • Runs on your machine
  • Settings: 3

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a local MCP server: PyPI package

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport stdio agentl -- uvx agentl-etl mcp
Codex~/.codex/config.toml
[mcp_servers.agentl]
command = "uvx"
args = ["agentl-etl", "mcp"]
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "agentl": {
      "command": "uvx",
      "args": [
        "agentl-etl",
        "mcp"
      ]
    }
  }
}

Optional settings it also lists: AGENTL_DB, AGENTL_MODEL, AGENTL_PROVIDER.

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 0.9.0 Forks (GitHub): 0
Stars (GitHub): 1
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

  1. Became a product we track
  2. Official MCP Registry: appeared

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