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The eGEOagents MCP server was last committed 1mo ago and has 6 contributors. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

eGEOagents MCP Server

Name: mverab/eGEOagents
Rating: 4.1 (1 reviews)
Author: mverab

mverab/eGEOagents

Score: 76.6 Rank #2769 Agent Framework

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Open-source Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) toolkit — optimize content to rank in ChatGPT, Perplexity, Gemini & Claude. AI SEO / LLM SEO. CLI, Claude Code, MCP.

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Overview

mverab/eGEOagents is a Python tool licensed under MIT. Open-source Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) toolkit — optimize content to rank in ChatGPT, Perplexity, Gemini & Claude. AI SEO / LLM SEO. CLI, Claude Code, MCP. Topics: content-optimization, generative-engine-optimization, geo, schema-markup, aeo, ai-search-optimization, ai-seo, ai-visibility, answer-engine-optimization, chatgpt, citation-tracking, claude, cli, gemini, llm-seo, llms-txt, mcp, perplexity, python, seo.

Ranked #2769 out of 24846 indexed tools.

Ecosystem

Python MIT

content-optimizationgenerative-engine-optimizationgeoschema-markupaeoai-search-optimizationai-seoai-visibilityanswer-engine-optimizationchatgptcitation-trackingclaudecligeminillm-seollms-txtmcpperplexitypythonseo

Score Breakdown

Stars 15% 199

199 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 50%

3/6 issues closed → decent issue management

Contributors 10% 6

6 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 56

Description Detailed

License MIT

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

How to Improve

Freshness high impact

Last commit was 33 days ago — a recent commit would boost your freshness score

Dependents medium impact

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

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Markdown

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HTML

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Details

Stars: 199
Forks: 56
Open Issues: 3
Closed Issues: 3
Contributors: 6
Dependents: —
Language: Python
License: MIT
Last Commit: 1mo ago

Matched Queries

topic:mcp

From the README

<div align="center">

<br />

# 🌍 E-GEO

### **Generative Engine Optimization (GEO)** & **Answer Engine Optimization (AEO)** for AI-Powered Search

<p>
  <a href="https://github.com/mverab/eGEOagents/actions/workflows/ci.yml"></a>
  <a href="LICENSE"></a>
  <a href="https://github.com/mverab/eGEOagents/stargazers"></a>
  <a href="https://github.com/mverab/eGEOagents/network/members"></a>
  <a href="https://github.com/mverab/eGEOagents/issues"></a>
  <a href="https://arxiv.org/abs/2511.20867"></a>
  <a href="https://pypi.org/project/egeo/"></a>
</p>

<p>
  <a href="https://claude.com/claude-code"></a>
  <a href="CONTRIBUTING.md#ai-transparency"></a>
</p>

<br />

> **Get your pages cited by ChatGPT, Perplexity, Claude and Gemini.**<br />
> Open-source CLI + Claude Code skills, built on published GEO research.

<br />

[**🌐 Website**](https://egeoagents.com/) • [**📊 Case study**](https://egeoagents.com/case-study/) • [**📖 Docs**](docs/getting-started.md) • [**🐛 Issues**](https://git

Read full README on GitHub →