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geoaeoSAFE

mcp/pooriaarab/geoaeo
MCP server by pooriaarab · aeo · ai search · answer engine optimization · Audited 2026-10-08
⚑ Report / re-scanSource ↗

Scores a site 0-100 and generates GEO/AEO files for owners who want AI citations.

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
6 4r · 2w · 0d
Transport
stdio
License
MIT
Stars
0
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Scores a site 0-100 and generates GEO/AEO files for owners who want AI citations.

npx geoaeo audit https://usegeoaeo.com
https://usegeoaeo.com: 85/100

PASS  /llms.txt: Short site map is present.
PASS  /llms-full.txt: Full site map is present.
PASS  /sitemap.xml: A sitemap artifact is present.
PASS  /robots.txt: Robots policy includes a sitemap URL.
PASS  AI crawler access: No named AI crawler is disallowed from /.
PASS  WebMCP manifest: A WebMCP-style tool manifest is present.
FAIL  Markdown mirrors: Missing: no page markdown mirrors were found.
PASS  Page titles: Every inspected page has a title.

... 17 more checks ...

Top fixes:
1. Markdown mirrors
2. MCP server card
3. hreflang alternates

Contents

Try it · Set up in your agent · Install · Quick start · Why · Usage · How it works · Run it locally · Contributing · License

Try it

Each path runs the same audit. Start at the top.

  1. Run it in the browser. No install: usegeoaeo.com/tools.
  2. Run one command. No install:
npx geoaeo audit https://example.com
  1. Add it to a project, and call it from a build script or CI. See Install.
  1. Drive it from your agent over MCP. In Claude Code, Cursor, or Codex:
/plu
Read from source at commit 0c896dab77beOBSERVED · 2026-10-08
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.

claude-code (npm)
claude mcp add geoaeo -- npx -y [email protected] mcp
03

Exposed tools (6)

4 read · 2 write · 0 destructive.

ToolRiskDescription
auditreadAudit a live URL or local site directory for GEO and AEO gaps.
genreadGenerate one GEO or AEO artifact from the local site config.
geoaeoreadFree, open-source CLI, MCP server, and library that audits any site 0-100 for SEO, GEO, and AEO and generates llms.txt, sitemaps, JSON-LD, WebMCP, and Markdown mirrors.
humanizewriteFind AI-writing tells in prose files. Set write to update them.
trello.create_cardwrite
web_fetchreadFetch a URL
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
declared (3 observation(s))
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (17)

LOWInventory / provenance · inv.hidden_file · CWE-1104
.cursorignore
.cursorignore
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
.jscpd.json
.jscpd.json
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
.oxfmtrc.json
.oxfmtrc.json
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
.oxlintrc.json
.oxlintrc.json
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
apps/website/app/.well-known/agent-card.json/route.ts:2
import { serverCardJson } from "../../../src/generated/server-card.generated";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
apps/website/app/.well-known/agent-skills/[skill]/SKILL.md/route.ts:1
import { skillMarkdown } from "../../../../../src/generated/agent-skills.generated";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
apps/website/app/.well-known/agent-skills/index.json/route.ts:3
import { agentSkillsIndex } from "../../../../src/generated/agent-skills.generated";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
apps/website/app/.well-known/mcp/server-card.json/route.ts:1
import { serverCardJson } from "../../../../src/generated/server-card.generated";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
apps/website/app/agents.md/route.ts:1
import { agentsMd } from "../../src/generated/agents-md.generated";
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
packages/geoaeo/tests/mcp.test.ts:441
const target = "http://127.0.0.1:1/";
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
packages/geoaeo/tests/sitemap-origin.test.ts:4
const target = "http://127.0.0.1:4141";
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
packages/geoaeo/tests/sitemap-origin.test.ts:135
return withResponseUrl(new Response(htmlPage("Home")), "https://127.0.0.1:4141/");
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
apps/website/package.json
@opennextjs/cloudflare, @paralleldrive/cuid2, better-auth, class-variance-authority, clsx, drizzle-orm, lucide-react, next
Why it matters. 25 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
turbo, typescript
Why it matters. 2 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
packages/config/package.json
@cloudflare/workers-types, typescript
Why it matters. 2 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
packages/email/package.json
@cloudflare/workers-types, @types/node
Why it matters. 2 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
packages/geoaeo/package.json
@modelcontextprotocol/sdk, cheerio, commander, jiti, zod, @types/node, tsup, typescript
Why it matters. 9 dependency range(s) float
Fix. pin exact versions or ship a lockfile

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha 0c896dab77befull audit observations/trust-audit/mcp-server/pooriaarab__geoaeo.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-080c896dab77beSAFEB89first audit
06

Questions

What is the geoaeo MCP server?

Scores a site 0-100 and generates GEO/AEO files for owners who want AI citations.

What tools does geoaeo expose?

6 in total: 4 read-only, 2 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is geoaeo safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does geoaeo need?

It reads CLOUDFLARE_API_TOKEN from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does geoaeo run?

It speaks stdio, so it runs as a local process your client starts. It is published on npm as @template/queue-consumer at 0.0.0.

How current is this page?

The grade is for one exact copy of the source (0c896dab77be), read on 2026-10-08. The repository is watched and re-audited when it changes.

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