Google PageRank for AI agents. 25,000+ tools indexed.

gMAS MCP Server

frontier-ai-next/gMAS

Score: 45.4 Rank #23213 Agent Framework
Are you the maintainer of frontier-ai-next/gMAS? Claim this listing →

Dynamic graph runtime for building, adapting, and observing multi-agent LLM systems in Python.

Add AgentRank to Claude Code Discover and compare tools like frontier-ai-next/gMAS — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

frontier-ai-next/gMAS is a Python tool licensed under MIT. Dynamic graph runtime for building, adapting, and observing multi-agent LLM systems in Python.

Ranked #23213 out of 24840 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 28

28 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Good
License MIT

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

Freshness high impact

Last commit was 44 days ago — a recent commit would boost your freshness score

Contributors medium impact

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

Badge all embed codes →

AgentRank score for frontier-ai-next/gMAS
[![AgentRank](https://agentrank-ai.com/api/badge/tool/frontier-ai-next--gMAS)](https://agentrank-ai.com/tool/frontier-ai-next--gMAS/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/frontier-ai-next--gMAS/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/frontier-ai-next--gMAS" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="frontier-ai-next/gMAS"></script>

Matched Queries

topic:mcp

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.