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Glippy MCP server

by jbobbink·io.github.jbobbink/glippy-mcp·v0.9.0

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

176 downloads/wk

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Glippy tools (11, 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

  • extract_page_content

    Extract one page's main content, cleaned and structured, so you (the calling LLM) can judge it.

  • 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 v0.1.10 · 2026-10-29 · same rubric, same numbers if you re-run it

no findings
  • Code scan12 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

How Glippy compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
55/100
higher than 12% of 4,461 AI and agents servers
Tools
11
the typical AI and agents server has 6
Tools that change things
36%
typical: 0%. Fewer write tools means less an agent can break
Downloads a week
176
more than 72% of 1,554 AI and agents servers with a package

What its tools let an agent do: 7 read · 4 change

Release history: 4 versions in the registry since 2026-09-01, latest 2026-10-20, typically one every 14 days.

Install Glippy in Claude Code, Cursor or VS Code

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
Add to Cursor

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, Cursor, VS Code or Claude Desktop 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 v0.9.0.
What can I use instead of Glippy?
Servers from other publishers that do the same job: MCP Server for WinDbg Crash Analysis, Summer Engine MCP server and DCC-MCP Core MCP server.
How does Glippy compare with other AI and agents MCP servers?
safety score 55/100 (higher than 12% of 4,461 AI and agents servers); tools 11 (the typical AI and agents server has 6); tools that change things 36% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

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