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agentl

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

Connector by arimayuji · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 1
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/arimayuji-agentl

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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

Reviews

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No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools
2 read · 0 write · 0 deleteRead-only
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Tools by what they do 2

Read from the source code; the running server may list different tools.

Read 2 · Look things up without changing anything.

  • http.get
  • sqlite.query

Secrets and settings it asks for

Other settings (environment variables or headers).

  • AGENTL_DB
  • AGENTL_MODEL
  • AGENTL_PROVIDER

Network hosts it talks to 24

  • adaptivecards.io · found in code
  • agentl.com.br · found in code
  • api.openai.com · found in code
  • api.pushover.net · found in code
  • api.telegram.org · found in code
  • api.twilio.com · found in code
  • docs.astral.sh · found in code
  • events.pagerduty.com · found in code
  • github.com · found in code
  • googleapis.com · found in code
  • graph.facebook.com · found in code
  • graph.microsoft.com · found in code
  • instagram.com · found in code
  • llmstxt.org · found in code
  • login.microsoftonline.com · found in code
  • matrix.org · found in code
  • ntfy.sh · found in code
  • ollama.com · found in code
  • openlineage.io · found in code
  • openrouter.ai · found in code
  • portalfiscal.inf.br · found in code
  • secretmanager.googleapis.com · found in code
  • sheets.googleapis.com · found in code
  • vault.azure.net · found in code

Files it touches

  • /proc/self/io
  • /proc/self/status
  • Your home directory (~)

Tools (2)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • http.get
  • sqlite.query

Compare and alternatives

    Featured in

    Signals

    Stars
    1
    Forks
    1
    Open issues
    29
    Weekly downloads
    525
    Last commit
    Oct 21, 2026 (8 days ago)
    Last release
    Oct 18, 2026 (11 days ago)
    Last package publish
    Oct 18, 2026 (11 days ago)

    From GitHub (fetched Oct 24, 2026) and the package registry.

    Details

    Registry name
    io.github.arimayuji/agentl
    Version
    0.9.0
    Auth
    No auth
    Packages
    pypi agentl-etl
    License
    MIT
    Repository
    github.com/arimayuji/agentl
    Website
    agentl.com.br
    First seen
    Oct 24, 2026
    Last checked
    Oct 25, 2026
    Source
    Official MCP Registrygithub-graphql
    Cite this page

    agentl MCP server. Agent Mart. https://agentmart.dev/connectors/arimayuji-agentl (last updated 2026-10-25)