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AEO Scanner

R0· no sign-in

AI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with fix code. Free.

v2.2.1 · active · repository · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality85good
Trust82of 100
Uptime, 30 days96%
Latency p50337 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "aeo-scanner": {
      "type": "http",
      "url": "https://aeo-mcp.convrgent.ai/mcp"
    }
  }
}
claude mcp add --transport http aeo-scanner https://aeo-mcp.convrgent.ai/mcp
[mcp_servers.aeo-scanner]
url = "https://aeo-mcp.convrgent.ai/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "aeo-scanner": {
      "type": "remote",
      "url": "https://aeo-mcp.convrgent.ai/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "aeo-scanner": {
      "type": "http",
      "url": "https://aeo-mcp.convrgent.ai/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=aeo-scanner&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWVvLW1jcC5jb252cmdlbnQuYWkvbWNwIn0%3D"
}
{
  "servers": {
    "aeo-scanner": {
      "type": "http",
      "url": "https://aeo-mcp.convrgent.ai/mcp"
    }
  }
}
{
  "mcpServers": {
    "aeo-scanner": {
      "httpUrl": "https://aeo-mcp.convrgent.ai/mcp"
    }
  }
}
extensions:
  "aeo-scanner":
    enabled: true
    name: "aeo-scanner"
    type: streamable_http
    uri: "https://aeo-mcp.convrgent.ai/mcp"
    timeout: 300

Quality 85 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene79 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • warn
    tools.annotationsonly 3 of 4 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: scan_site (destructiveHint, idempotentHint); audit_site (destructiveHint, idempotentHint); fix_site (readOnlyHint, destructiveHint, idempotentHint); …
  • pass
    tools.token_costabout 1,236 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependencies100 · weight 15
  • pass
    deps.known_vulnsno known advisory in 32 resolved packages
  • pass
    deps.mcp_sdk_versionmcp 2.2.0, no known advisory
  • pass
    deps.resolvable[email protected] resolved: 32 packages

4 tools, about 1,236 tokens to load them all · tool set 90d4a8b4b940 · checked 2026-10-20 09:31 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 82 / 100

provenance80
liveness98
freshness45
hygiene100

+repository +namespace-matches-repo +reachable +uptime-96% -stale-186d

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Dependencies

[email protected] PyPI31 dependencies, resolved · MCP SDK mcp 2.2.0 · advisories checked 2026-10-19

No known advisory affects this dependency graph.

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://aeo-mcp.convrgent.ai/mcp streamable-httpnoneyes96%337 ms2025-11-252026-10-20
packageregistryversionruntimesecrets
aeo-scannerpypi2.2.1–AEO_API_KEY

Tools (4)

audit_siteread-onlyFull AI visibility audit across 77+ checks in 12 categories (4 AEO + 4 GEO + 4 Agent Readiness). Returns detailed per-check scores with specific issues and recommendations, AI Identity Card with mention readiness and detected competitors, and business profile. GEO checks include 3 research-backed citation signals: factual density, answer frontloading, and source citations. Agent Readiness covers emerging agent-discovery standards Cloudflare's isitagentready.com evaluates: RFC 9727 api-catalog, SEP-1649 MCP Server Card, and IETF Content-Signal (draft-romm-aipref). Does NOT generate fix code — pass this response's id as scan_id to fix_site (within 1 hour) to get fixes WITHOUT a re-crawl, or use compare_sites to benchmark against a competitor. Pay per call ($1.00) via x402 — USDC on Base or Solana. Machine payment via signed X-PAYMENT header; see https://www.x402.org/. On payment_required, the response includes the full x402 payload with payTo/amount/asset.
compare_sitesread-onlyCompetitive gap analysis — scans two sites concurrently, shows side-by-side scores, category-by-category winners, competitive gaps (checks where the competitor scored 20+ higher), and generated overtake fix code with projected scores after closing gaps. Use this when the user wants to benchmark against a competitor or when scan_site detects competitors in the AI Identity Card. Pay per call ($3.00) via x402 — USDC on Base or Solana. On payment_required, the response includes the full x402 payload with payTo/amount/asset.
fix_siteGenerate complete fix code for all AI visibility issues across AEO, GEO, and Agent Readiness. Returns working code you can apply directly — schema generation, robots.txt, sitemap, llms.txt, meta tags, structured data, citation signals, entity markup. Also returns two-tier score projections: quick wins (critical + high fixes only) and full implementation ceiling (all fixes). TIP: pass scan_id from a fresh audit_site result (kept 1 hour) to skip the re-crawl — instant response, same price. Content recommendations include research citations. Run scan_site first to see which issues exist. Pay per call ($5.00) via x402 — USDC on Base or Solana. On payment_required, the response includes the full x402 payload with payTo/amount/asset.
scan_siteread-onlyQuick AI visibility scan. Returns three scores: AEO Score (0-100, AI search engine findability), GEO Score (0-100, AI citation readiness), and Agent Readiness Score (0-100, AI agent interaction capability). Also returns AI Identity Card with mention readiness (0-100, predicts how likely AI will mention the brand), detected competitors, business profile (commerce/saas/media/general), and top 5 issues. 77+ checks across 12 categories. Free — no API key needed. Does NOT return per-check details or fix code — use audit_site for full breakdown, fix_site for generated fixes, compare_sites to benchmark against a competitor.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.Convrgent/aeo-scanner",
  "title": "AEO Scanner",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://aeo-mcp.convrgent.ai/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "2.2.1",
  "packages": [
    {
      "version": "2.2.1",
      "transport": {
        "type": "stdio"
      },
      "identifier": "aeo-scanner",
      "registryType": "pypi",
      "environmentVariables": [
        {
          "name": "AEO_API_KEY",
          "format": "string",
          "isSecret": true,
          "description": "API key for paid tools (audit_site, compare_sites, fix_site). Get at https://scan.convrgent.ai"
        }
      ]
    }
  ],
  "repository": {
    "url": "https://github.com/Convrgent/aeo-scanner-mcp",
    "source": "github"
  },
  "description": "AI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with fix code. Free."
}