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Search / io.github.theharrisontruong-web/storefront-grader

AI Storefront Readiness Grader

R0· no sign-in

Grades any storefront URL A-F on 20 weighted conversion checks. $1.00/call via x402.

v1.0.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79new
Trust97of 100
Uptime, 30 days100%
Latency p50233 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "storefront-grader": {
      "type": "http",
      "url": "https://grader-al6bxcngia-ue.a.run.app/mcp"
    }
  }
}
claude mcp add --transport http storefront-grader https://grader-al6bxcngia-ue.a.run.app/mcp
[mcp_servers.storefront-grader]
url = "https://grader-al6bxcngia-ue.a.run.app/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "storefront-grader": {
      "type": "remote",
      "url": "https://grader-al6bxcngia-ue.a.run.app/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "storefront-grader": {
      "type": "http",
      "url": "https://grader-al6bxcngia-ue.a.run.app/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=storefront-grader&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vZ3JhZGVyLWFsNmJ4Y25naWEtdWUuYS5ydW4uYXBwL21jcCJ9"
}
{
  "servers": {
    "storefront-grader": {
      "type": "http",
      "url": "https://grader-al6bxcngia-ue.a.run.app/mcp"
    }
  }
}
{
  "mcpServers": {
    "storefront-grader": {
      "httpUrl": "https://grader-al6bxcngia-ue.a.run.app/mcp"
    }
  }
}
extensions:
  "storefront-grader":
    enabled: true
    name: "storefront-grader"
    type: streamable_http
    uri: "https://grader-al6bxcngia-ue.a.run.app/mcp"
    timeout: 300

Quality 79 / 100new

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use
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 hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: grade_storefront (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
  • pass
    tools.token_costabout 266 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool history recorded for 3 of the 7 days needed
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

1 tools, about 266 tokens to load them all · tool set ab3e948690f2 · checked 2026-10-20 17:34 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 97 / 100

provenance90
liveness100
freshness100
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-4d-ago

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

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://grader-al6bxcngia-ue.a.run.app/mcp streamable-httpnoneyes100%233 ms2026-07-282026-10-20

Tools (1)

grade_storefrontAudit an ecommerce storefront for AI-agent shopping readiness. Fetches the store server-side and runs 20 weighted checks across product intelligence (schema.org Product/Offer price, availability, variants, GTIN/MPN), AI discovery (robots.txt, llms.txt, agents.md, sitemap.xml, UCP manifest, MCP endpoint), conversation readiness (contact info, FAQ/returns, site search), transaction readiness (HTTPS, checkout signals, tax/shipping as values), and trust (business identity, policies). Returns a machine-readable JSON report: 0-100 score, A-F grade, per-check pass/partial/fail/unknown with evidence, and the top 3 prioritized fixes. Cost: $1.00 USDC on Base per call, paid via x402 — the caller's agent pays from its owner's approved wallet; no API key needed. Use this to decide whether a store is ready for AI shopping agents, or to generate the audit behind a readiness report for a merchant.

Schemas: list_tools.

Also listed as

1 other active names share this repository: io.github.theharrisontruong-web/geo-audit

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Official server.json
{
  "name": "io.github.theharrisontruong-web/storefront-grader",
  "title": "AI Storefront Readiness Grader",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://grader-al6bxcngia-ue.a.run.app/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/theharrisontruong-web/agent-apis",
    "source": "github"
  },
  "websiteUrl": "https://grader-al6bxcngia-ue.a.run.app",
  "description": "Grades any storefront URL A-F on 20 weighted conversion checks. $1.00/call via x402."
}