Glippy MCP server
io.github.jbobbink/glippy-mcp·v0.9.0GEO (Generative Engine Optimization) analysis: check any domain's AI-readiness for LLM search
176 downloads/wk
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Glippy tools (11, 4 write)
write = sends, deletes, buys or postsRead from the package source without running it. The installed server may list more.
analyze_domainwrite actionRun a comprehensive GEO (Generative Engine Optimization) readiness analysis on a domain.
analyze_sitemapFetch a sitemap XML (or sitemap index), extract page URLs, and run GEO analysis on each page.
analyze_urlswrite actionRun GEO analysis on a list of specific URLs.
check_agent_accesswrite actionRun a live agent-access probe against one URL: 12 sequential GETs from this machine's IP that differ only in
check_llms_txtCheck if a domain has an llms.txt file.
check_robots_txtCheck a domain's robots.txt file specifically for AI crawler access rules.
compare_domainsAnalyse multiple domains in parallel and compare their GEO scores side by side.
export_bulk_reportGenerate a styled Markdown or HTML report for bulk analysis: compare multiple domains,
export_reportwrite actionRun a GEO analysis on a domain and return the results as a styled, self-contained report
extract_page_contentExtract one page's main content, cleaned and structured, so you (the calling LLM) can judge it.
get_geo_summaryGet 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
- 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
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
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.
Alternatives to Glippy
Same job from other publishers: the closest match first, then the best rated.
- MCP Server for WinDbg Crash AnalysisA Model Context Protocol server for Windows crash dump analysis using WinDbg/CDBnot reviewedEstablishedA
Summer EngineThe game engine built for AI. Any agent makes a multiplayer game and publishes it.not reviewedEstablishedB- DCC-MCP CoreAgent control plane for DCC and engine hosts: one MCP endpoint, one tool contract.not reviewedEstablishedA
- ImageAI image generation and editing with prompt optimization and quality presetsnot reviewedEstablishedB
- StataLet LLM help you achieve your regression analysis with Statanot reviewedEstablishedC