Is the lightflow MCP server actively maintained?

The lightflow MCP server was last committed 17d ago and has 1 contributor. Issue health: 100% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

lightflow MCP Server

Name: google/lightflow
Rating: 4.1 (1 reviews)
Author: google

google/lightflow

Score: 78.1 Rank #2406 Agent Framework

[![AgentRank](https://agentrank-ai.com/api/v1/badge/google--lightflow)](https://agentrank-ai.com/tool/google--lightflow/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)

Are you the maintainer of google/lightflow? Claim this listing →

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

Add AgentRank to Claude Code Discover and compare tools like google/lightflow — your AI finds the right one automatically

Get API Access →

claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

google/lightflow is a Python tool licensed under Apache-2.0. Lightweight, local-first Python DAG workflow compiler and execution engine with human-in-the-loop checkpoints for CLI and AI-agent workflows.

Ranked #2406 out of 24846 indexed tools.

In the top 10% of all indexed tools.

Ecosystem

Python Apache-2.0

Score Breakdown

Stars 15% 14

14 stars → early stage

Freshness 25% 17d ago

Last commit 17d ago → recently updated

Issue Health 25% 100%

9/9 issues closed → responsive maintainer

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 1

Description Good

License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

Markdown

[![AgentRank](https://agentrank-ai.com/api/v1/badge/google--lightflow)](https://agentrank-ai.com/tool/google--lightflow/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)

HTML

<a href="https://agentrank-ai.com/tool/google--lightflow/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/google--lightflow" alt="AgentRank"></a>

Embed Widget docs →

HTML

<script src="https://agentrank-ai.com/embed.js" data-tool="google/lightflow"></script>

Details

Stars: 14
Forks: 1
Open Issues: 0
Closed Issues: 9
Contributors: 1
Dependents: —
Language: Python
License: Apache-2.0
Last Commit: 17d ago

Matched Queries

topic:mcp

See alternatives to google/lightflow → Browse agent-framework category → Best Agent Framework MCP servers → Compare google/lightflow → A2A vs MCP: Agent Protocol Comparison →What is MCP? Model Context Protocol Explained →

View on GitHub →