io.github.AutomateLab-tech/ai-seo

MCPcommunity
v0.1.1io.github.AutomateLab-techUnknownUpdated 4mo agonpmGitHub

MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites

AI Citation Toolkit for the Model Context Protocol []( Audit why AI systems do or do not cite your pages. MCP server. No API keys. Works inside Claude, Cursor, Windsurf, Codex, and any MCP client that speaks stdio. -- AI crawler access - GPTBot, OAI-SearchBot, ClaudeBot, and PerplexityBot allowed or blocked in - present, spec-compliant, links alive Structured answer extraction - FAQ headings,…

Works in
ClaudeCursorCopilotGemini

Inferred from the transports this listing declares (stdio). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.

Automatically indexed from public sources. Not yet verified by the developer on Forge.Claim this listing →
3GitHub stars
1Forks
4mo agoLast update
Package
Authorio.github.AutomateLab-tech
LicenseUnknown
Version0.1.1
Sourcemcp-registry
npm@automatelab/ai-seo-mcp
GitHubAutomateLab-tech/ai-seo
SBOMCycloneDX 1.6 ↓
Trust Status
B
60/100Good
✓Listed in Forge index+10/10
—Publisher identity verified+0/20
→ Publisher: run `forge publish` from the package repo to claim ownership
—Ed25519 publish signature+0/5
→ Included automatically when the publisher runs `forge publish`
—Domain verification+0/5
→ Publisher: host /.well-known/forge.json on the package homepage with { "publisher": "<github-login>" }
—npm Trusted Publishing (Sigstore)+0/5
→ Publish from GitHub Actions with --provenance so the attestation binds this package to this repo
—npm maintainer match+0/5
→ Earned once your identity is verified above and that login is an npm maintainer of this package
✓CVE scan · clean+30/30
✓Static analysis · clean+20/20
Paste into Claude Code, Cursor, or any AI assistant to fix all gaps
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain—
Provenance—
Dependencies✓ 60 resolved+ · none vulnerable
Tool surface20 tools · 2 privileged
Security scan✓ Cleanv1.0.0 · 3mo agoHow well does this scan work?
EvalsNone
IndexedJun 13, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.

Tools

20 tools · 2 privileged
Statically extracted from the published packagev1.0.0 · 3mo ago

Read out of the source npm actually ships, at scan time. The package was never executed. Tools registered dynamically at runtime, or hidden inside bundled or minified code, can be missed — so this is a floor on the tool surface, not a complete census of it.

audit_pageNo description published

This tool published no description. Forge does not invent one.

audit_schemaNo description published

This tool published no description. Forge does not invent one.

audit_canonicalNo description published

This tool published no description. Forge does not invent one.

check_robotsNo description published

This tool published no description. Forge does not invent one.

check_sitemapNo description published

This tool published no description. Forge does not invent one.

check_technicalNo description published

This tool published no description. Forge does not invent one.

score_ai_overview_eligibilityNo description published

This tool published no description. Forge does not invent one.

score_agentic_browsingNo description published

This tool published no description. Forge does not invent one.

llms_txt_generateNo description published

This tool published no description. Forge does not invent one.

pricing_generateNo description published

This tool published no description. Forge does not invent one.

llms_txt_validateNo description published

This tool published no description. Forge does not invent one.

score_citation_worthinessNo description published

This tool published no description. Forge does not invent one.

rewrite_aeoprivilegedNo description published

This tool published no description. Forge does not invent one.

rewrite_geoprivilegedNo description published

This tool published no description. Forge does not invent one.

extract_entitiesNo description published

This tool published no description. Forge does not invent one.

score_test_citationNo description published

This tool published no description. Forge does not invent one.

diff_pagesNo description published

This tool published no description. Forge does not invent one.

audit_siteNo description published

This tool published no description. Forge does not invent one.

audit_sitemapNo description published

This tool published no description. Forge does not invent one.

report_saveNo description published

This tool published no description. Forge does not invent one.

0 of 20 tools published a description.

Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.

About

AI Citation Toolkit for the Model Context Protocol []( Audit why AI systems do or do not cite your pages. MCP server. No API keys. Works inside Claude, Cursor, Windsurf, Codex, and any MCP client that speaks stdio. -- AI crawler access - GPTBot, OAI-SearchBot, ClaudeBot, and PerplexityBot allowed or blocked in ** - present, spec-compliant, links alive Structured answer extraction - FAQ headings, BLUF paragraphs, answer-ready blocks [[schema]] completeness - FAQPage, Article, Organization,…

Keywords
mcp
Alternatives
Comparing tool surfaces…

Tools exposed

20 tools · 2 privileged · observed by static extraction. A tool surface is what one scan read on one day, not a live capability list.

Linked names open Forge’s index of every entry observed exposing that tool. Browse all indexed tools.

No dependency coverage

This package was last scanned before Forge began storing the resolved tree. The next scan will record it.