Skip to main content
Glama

SurfacedBy AI Visibility & GEO Audit

by com.surfacedby
OverviewDiscussionsAdmin

Server Details

Free AI visibility and GEO audit: see what AI reads on your site and whether its answers cite you.

Ownership verified
Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
surfacedby/ai-visibility-mcp
GitHub Stars
0

TDQS

Score is being calculated.

Available Tools

2 tools
surfacedby_analyze_answer_evidenceAnalyze visible answer evidence
Read-onlyIdempotent
Inspect

Observe mentions and visible citations in one supplied answer without fetching or independent measurements.

ParametersJSON Schema
NameRequiredDescriptionDefault
answerYes
languageNo
brand_nameNo
business_urlYes

Output Schema

ParametersJSON Schema
NameRequiredDescription
presenceYes
limitationsNo
answer_sha256Yes
evidence_kindNo
matched_termsYes
visible_citationsYes
business_citationsYes
brand_name_ambiguousYes
surfacedby_inspect_page_evidenceInspect website facts for AI visibility
Read-onlyIdempotent
Inspect

Inspect up to five business, competitor or source pages. Return sourced sections, comparison-table cells, business declarations, useful internal and outside links, and repeated declared facts for contextual review. Partial evidence stays explicit. No search, independent AI queries or visibility measurement.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlsYes

Output Schema

ParametersJSON Schema
NameRequiredDescription
pagesYes
statusYes
limitationsNo
evidence_kindNo
evidence_providerNo
declaration_reviewNo

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updates
    • First observedsurfacedby_analyze_answer_evidence
    • First observedsurfacedby_inspect_page_evidence

Publisher details

Operator
Ali K. · Publisher source
Operator website
https://surfacedby.com
Vendor relationship
Not applicable
Documentation
Not applicable
Trust center
Not applicable
Restrictions
Free

Related MCP Connectors

Related MCP Servers

  • ai-search-audit

    d08m
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables auditing AI search visibility: checks site readiness for AI crawlers and measures whether ChatGPT, Gemini, and Perplexity recommend your site, including verbatim answers and citation gap analysis.
    108 npm
    4
    AGPL 3.0

  • agentaeo-mcp-server

    agentaeo
    A
    license
    A
    quality
    D
    maintenance
    Audit your brand's visibility across ChatGPT, Perplexity, Claude, and Google AI - get citation rates, AEO health scores, content gap analysis, and a 9-page content suite to rank in AI-generated answers.
    5
    70 npm
    MIT

  • AEO Scanner

    Convrgent
    A
    license
    A
    quality
    D
    maintenance
    Enables users to scan any website for AI search visibility, producing AEO, GEO, agent readiness, and mention-readiness scores along with AI identity and business profile insights. Paid tools extend this to competitive comparisons, detailed audits, and generated fixes.
    4
    1
    MIT

  • geo-audit

    nycsav
    A
    license
    Not graded
    quality
    C
    maintenance
    Evaluates any website's AI visibility with 15 checks across crawlability, structure, content, and connectivity, and provides actionable fixes.
    1 npm
    MIT
Try in Browser
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources