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

python-project-analyzer-mcp MCP Server

automataIA/python-project-analyzer-mcp

Score: 29.1 Rank #11104 Agent Framework
Are you the maintainer of automataIA/python-project-analyzer-mcp? Claim this listing →

A Model Context Protocol (MCP) server that provides tools for analyzing Python projects, extracting library signatures, and retrieving project information. Helps AI assistants understand Python code structure and dependencies.

Add AgentRank to Claude Code Discover and compare tools like automataIA/python-project-analyzer-mcp — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

automataIA/python-project-analyzer-mcp is a Python MCP server licensed under MIT. A Model Context Protocol (MCP) server that provides tools for analyzing Python projects, extracting library signatures, and retrieving project information. Helps AI assistants understand Python code structure and dependencies.

Ranked #11104 out of 25022 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 1y ago

Last commit 1y ago → stale

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

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

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Freshness high impact

Last commit was 483 days ago — a recent commit would boost your freshness score

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 →

AgentRank score for automataIA/python-project-analyzer-mcp
[![AgentRank](https://agentrank-ai.com/api/badge/tool/automataIA--python-project-analyzer-mcp)](https://agentrank-ai.com/tool/automataIA--python-project-analyzer-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/automataIA--python-project-analyzer-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/automataIA--python-project-analyzer-mcp" 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="automataIA/python-project-analyzer-mcp"></script>

Matched Queries

"mcp server""mcp-server""model context protocol""model-context-protocol"

Get the weekly AgentRank digest

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