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Geolint MCP server

by iliasabk·io.github.iliasabk/geolint·v0.4.0·3 stars
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ESLint for AI search: audits AI-crawler access, llms.txt, schema and citability.

A89/100grade A
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Safety scan
A89/100

full report

Adoption
Growing

3 stars76 downloads/wk

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

Geolint tools (5)

write = sends, deletes, buys or posts

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

  • audit_url

    Audit a URL for AI-search readiness: GEO score (0\u2013100), grade, per-category scores and findings (AI crawler access, llms.txt, structured data, citability, technical).

  • compare_urls

    Audit two URLs and compare them: score delta plus findings added in B and resolved vs A.

  • generate_llms_txt

    Crawl a site and generate a spec-conformant llms.txt document listing its pages, grouped by top-level section.

  • list_ai_bots

    List known AI crawler/fetcher user-agent tokens: vendor, purpose (training/search/user-fetch/mixed), documented robots.txt behavior, retired flag.

  • list_rules

    List geolint audit rules (id, category, severity, title, description).

Public scan report

scanner v0.1.10 · 2026-10-03 · same rubric, same numbers if you re-run it

no findings
  • Code scan9 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 qualitylocal package, no credentials required12/15
  • Maintenancelast push 1 days ago15/15
  • Maintainer identityregistry namespace matches repository owner6/10
Overall 89/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Geolint compares

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

Safety score
89/100
higher than 85% of 3,470 Web search servers
Tools
5
the typical Web search server has 5
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
3
more than 73% of 1,786 Web search servers
Downloads a week
76
more than 51% of 827 Web search servers with a package

What its tools let an agent do: 4 read · 1 create

Install Geolint in Claude Code, Cursor or VS Code

Runs npx -y @iliasabk/geolint on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add geolint -- npx -y @iliasabk/geolint
Add to Cursor

What the publisher says

From the Geolint repository's README, as published. We do not edit it. Read it on GitHub

geolint

ESLint for AI search. Lint your website for AI-search readiness — AI crawler access, llms.txt, structured data and citability.

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🇩🇪 Deutsch · 🇪🇸 Español · 🇯🇵 日本語

30-second quickstart

No install, no config:

npx @iliasabk/geolint check yoursite.com

geolint fetches the page, its robots.txt and llms.txt, evaluates 51 known AI crawler tokens against your robots.txt, runs 52 audit rules, and prints a scored report with a concrete fix for every finding.

Why

Google AI Overviews send traffic — or don't — based on whether their crawlers can fetch and quote your pages.

  • AI answers are the new front page. ChatGPT, Perplexity, Claude, Copilot and

Disallow: /, a noindex left over from staging, a client-rendered page that looks empty to a bot that doesn't run JavaScript.

  • Most sites accidentally block or confuse AI crawlers. A stale

block everything, or give you a number with no path to improve it. geolint is the linter: concrete findings, concrete fixes, runnable in CI on every PR.

  • Existing tools are blocklists or score-only web apps. They tell you to

What it checks

52 rules across 5 categories — geolint rules lists them all, and docs/rules.md documents what each rule checks, why it matters and how to fix violations.

What a report looks like

Real output, auditing the bundled demo site (examples/demo-site, which deliberately blocks two bots) — trimmed for width:

$ geolint check localhost:4173 --ignore technical/https

  geolint v0.2.1 — AI-search readiness
  http://localhost:4173/
  200 OK · text/html · TTFB 113ms · robots 200 · llms.txt 404

  ██████████████████████████░░░░  86/100  Grade B

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Geolint: common questions

Is Geolint MCP server safe?
Yes, by our scan: it is graded A (89/100). Read the Geolint safety report
How do I install Geolint?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Geolint need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Geolint maintained?
The last commit was 33 days ago (2026-10-02). The latest release is v0.4.0.
What can I use instead of Geolint?
Servers from other publishers that do the same job: Repomix MCP server, Papersgpt For Zotero MCP server and GEO Tracker by DigestSEO MCP server.
How does Geolint compare with other Web search MCP servers?
safety score 89/100 (higher than 85% of 3,470 Web search servers); tools 5 (the typical Web search server has 5); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Geolint

Same job from other publishers: the closest match first, then the best rated.

  • Repomix
    Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search
    A
  • Papersgpt For Zotero
    Professional AI research tool for Zotero: chat with PDFs, whole-library search, Literature Radar, AutoPilot. 30+ LLMs or local models; built-in MCP server.
    B
  • GEO Tracker by DigestSEO
    Track brand citations across seven AI search surfaces. Free OSS; optional EUR 99 client-ready audit.
    B
  • HIG Doctor
    Apple Human Interface Guidelines search, lookup, and project audits for AI coding agents.
    B