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  3. Lightflow
MCP server · Automation

Lightflow

by · github.com/google/lightflow

Lightweight, local-first Python DAG workflow compiler and execution engine with human-in-the-loop checkpoints for CLI and AI-agent workflows.

Unclaimed ai-agentai-agentsantigravityclaude-codeclaude-skillsdagmcporchestrationpythonworkflow
InstallView source
39Low

Scored 13 days ago · breakdown

About Lightflow

Lightflow is an MCP server published by google in the Automation category: lightweight, local-first Python DAG workflow compiler and execution engine with human-in-the-loop checkpoints for CLI and AI-agent workflows.

The repository has 12 stars and 0 forks, with the last commit 14 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/google/lightflow

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v0.2.0Lightflow v0.2.0 · 3 Oct 2026Lightflow v0.2.0 Highlights 1. **Stage Re-Runs & Stale Output Scrubbing (`#4`)**: Added `lightflow resume --rerun=<stage>` (and `--stage=<stage> --rerun`) with `cascade=True` by default to re-arm a completed/skipped stage and its…
v0.1.0v0.1.0 — Initial Public Release · 2 Oct 2026Lightflow v0.1.0 — Lightweight DAG Workflows for AI Agents Lightflow turns multi-step AI agent skills into deterministic, checkpointed DAG workflows (`lightflow.yaml` + `actions.py`) that pause cleanly at human-in-the-loop approval gates…
Questions

About Lightflow

How do I install Lightflow?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Lightflow safe to use with an AI agent?

Its trust score is 39 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Lightflow still maintained?

Yes — the latest release is v0.2.0 (3 Oct 2026), and the last commit was 14 days ago. The repository has 12 stars.