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Glippy MCP server

by jbobbink·io.github.jbobbink/glippy-mcp·v0.8.0

GEO (Generative Engine Optimization) analysis: check any domain's AI-readiness for LLM search

C55/100grade C
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Safety scan
C55/100

full report

Adoption
New

75 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Glippy tools (10, 4 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • analyze_domainwrite action

    Run a comprehensive GEO (Generative Engine Optimization) readiness analysis on a domain.

  • analyze_sitemap

    Fetch a sitemap XML (or sitemap index), extract page URLs, and run GEO analysis on each page.

  • analyze_urlswrite action

    Run GEO analysis on a list of specific URLs.

  • check_agent_accesswrite action

    Run a live agent-access probe against one URL: 12 sequential GETs from this machine's IP that differ only in

  • check_llms_txt

    Check if a domain has an llms.txt file.

  • check_robots_txt

    Check a domain's robots.txt file specifically for AI crawler access rules.

  • compare_domains

    Analyse multiple domains in parallel and compare their GEO scores side by side.

  • export_bulk_report

    Generate a styled Markdown or HTML report for bulk analysis: compare multiple domains,

  • export_reportwrite action

    Run a GEO analysis on a domain and return the results as a styled, self-contained report

  • get_geo_summary

    Get a concise GEO readiness summary for a domain: overall score, grade, top 3 strengths, and top 3 issues to fix.

Public scan report

scanner v0.1.9 · 2026-09-20 · same rubric, same numbers if you re-run it

no findings
  • Code scan6 source files scanned25/25
  • Live reliabilityno gateway calls yet and no remote to proben/a
  • Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancerepository not readable: repo not found3/15
  • Maintainer identityno repository or website to verify2/10
Overall 55/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

Runs npx -y glippy-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add glippy-mcp -- npx -y glippy-mcp
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Glippy: common questions

Is Glippy MCP server safe?
With care: it is graded C, so read the findings first (55/100). Read the Glippy safety report
How do I install Glippy?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Glippy need an API key?
Yes. The registry entry asks for GLIPPY_LICENSE_KEY.
Is Glippy maintained?
The latest release is v0.8.0.
What can I use instead of Glippy?
Servers from other publishers that do the same job: Stata MCP server, Image MCP server and Strategic Agent Reasoning MCP server. Compare all Glippy alternatives.

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