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ARC: open benchmark of whether AI agents can buy

Server Details

Free MCP for ARC's agent-commerce benchmark: read stores and protocols; submit stores or agent runs.

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Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL

TDQS

Score is being calculated.

Available Tools

15 tools
agent_commerce_adoption
Read-onlyIdempotent
Inspect

Read ARC's agent commerce adoption counts, category and commerce platform rates from saved HTTP checks, including Checkout WebMCP among measured Shopify checkouts, with unknown and not checked separate; buyer approval required. Curated sample, not all e-commerce. No store requests or model calls.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

agent_leaderboard
Read-onlyIdempotent
Inspect

Read ARC's open agent leaderboard: cart success over the fixed ARC-100 v1 test set for each agent path ARC measures (ARC browser shoppers A-E, the UCP path, the storefront MCP path), with n, dates, evidence labels and Wilson 95% intervals, plus unverified outside submissions. Saved results only; no store requests or model calls. CC-BY-4.0.

ParametersJSON Schema
NameRequiredDescriptionDefault
include_storesNoAlso return the per-store result grid (100 rows).
ask_arcInspect

Read the public ARC Index with no login. Given a brand, a product or store URL, or a category (running shoes, leggings, footwear), return whether agents can reach checkout, the score, rivals Grok named when a real read exists, evidence receipts, and both buy lanes. buy.agent_catalog is a live HTTP check. buy.browser is the browser cart. agents_can_buy is true when the catalog returned a checkout link or a browser shopper added the product to the cart (ARC stops before payment; it is not a completed purchase). The catalog check does not change the score and is not a browser session or any third-party agent product; browser cart results come from ARC browser shoppers A–E. Does not start a scan and does not spend a model call. A Grok fact check is a real model call via API, not the consumer Grok app. Rivals are omitted when that read does not exist. grok_read.status is pending when the answer was cut off and is waiting for a re-check. That is not a fact Grok didn't know.

ParametersJSON Schema
NameRequiredDescriptionDefault
qNoFree-text brand, product, or category query.
urlNoBrand, store, or product URL already on the ARC Index.
brandNoBrand name, e.g. Allbirds.
categoryNoIndex category or shopper words, e.g. footwear, running shoes, leggings.
can_agent_checkout
Idempotent
Inspect

Can an AI agent buy from this store or check out on this Shopify store? Free real HTTP check of any public homepage or product URL: agent catalog, product, checkout link, UCP profile, Checkout WebMCP (Shopify-only checkoutWebmcp: status, nullable detected, tools, reason; buyer approval required), Shopify WebMCP storefront adapter (used by browser agents; detected in the HTML, not a browser session), blocks, and the fix. No login, model call, payment, or browser scan. Cached per host for 24 hours. A returned link means reach checkout, not a completed purchase.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlYesPublic store homepage or product URL
dataset_info
Read-onlyIdempotent
Inspect

Latest open ARC dataset snapshot (start with store_answers: one plain answer per store on whether AI agents can find products and get a checkout link): immutable versioned download URLs plus latest/ aliases (CSV and Parquet), row counts, method version and licence (CC-BY-4.0, attribution ARC, arcreport.ai). Reads only.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

find_agent_ready_stores
Read-onlyIdempotent
Inspect

Find stores where an AI agent can complete checkout for running shoes, beauty, clothing, home goods, or another product need. Reads ARC's directory of real HTTP agent-catalog checks. Returns only stores checked within thirty days whose catalog found a product and returned a checkout link. No purchase completed; availability of your specific item is not guaranteed. Includes checkoutWebmcp (Shopify-only status, nullable detected, tools, reason; buyer approval required) and a webmcp boolean for Shopify storefront adapter detection, not a live browser-agent session. No login, browser scan or model call.

ParametersJSON Schema
NameRequiredDescriptionDefault
qNoProduct need, such as skincare or camping gear
limitNo
categoryNoCategory slug or shopper words such as running shoes
get_agent_factsInspect

Read free ARC agent facts for a store or product with no login. Returns TypeSafe Jev typed decisions (use-case mention, price clarity, agent-friendly description, cart-blocker suspicion, readiness score) from an HTTP scrape. Not a browser session and not any third-party agent product; ARC's browser cart tests (ARC browser shoppers A–E) are separate. JSON: GET /api/agent-facts?host=

ParametersJSON Schema
NameRequiredDescriptionDefault
urlNoStore or product URL
hostNoStore hostname, e.g. allbirds.com
slugNoARC Index slug, e.g. allbirds
google_checkout_readinessInspect

Read saved public Google agentic checkout readiness checks for a store. Free; no new scan or paid calls. Merchant Center feed eligibility cannot be checked from outside. Not Google approval or certification.

ParametersJSON Schema
NameRequiredDescriptionDefault
hostYesStore host or URL
list_category_agent_factsInspect

List free ARC agent facts by category (beauty, footwear, apparel, …) with no login. Ranked by newest real Jev scores. JSON: GET /api/agent-facts?category=beauty

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo1–50, default 20
categoryNoCategory id or words, e.g. beauty, running shoes
product_data_check
Read-onlyIdempotent
Inspect

Free latest saved product data and return/shipping policy check from the store's pages and structured data. Reads history only; no store fetch or model call. A missing result is not a zero.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlNo
hostNo
protocol_matrix
Read-onlyIdempotent
Inspect

Read ARC's neutral Protocol Matrix: for UCP, ACP, PAP, WebMCP, MCP and agent payment protocols, how many checked stores declare, validate, answer and transact, with evidence labels (Measured / Inferred / Not measured). Saved checks only; no store requests or model calls. CC-BY-4.0.

ParametersJSON Schema
NameRequiredDescriptionDefault
protocolNoOptional: one protocol id.
store_card
Read-only
Inspect

Read a public store card and saved brand claim. No outbound fetch or model calls. Brand statements are from the brand and not measured by ARC; claims never change scores.

ParametersJSON Schema
NameRequiredDescriptionDefault
hostYesStore host or URL.
submit_leaderboard_run
Idempotent
Inspect

Submit your agent's run against ARC-100 v1 to ARC's open leaderboard. Free. The run is listed as 'unverified' until ARC re-runs a sample. Format: arc-leaderboard-submission/v1 (see /leaderboard/spec). Runs must stop before payment. Limit 5 per network per day. Same as POST /api/leaderboard/submit.

ParametersJSON Schema
NameRequiredDescriptionDefault
runYes
specYes
agentYes
contactNoOptional and private: how ARC can reach you to arrange verification.
resultsYes
test_setYes
submit_store
Idempotent
Inspect

Add stores to ARC's free, open agent-commerce directory (CC-BY dataset). Pass url for one store or hosts for up to 50. Each new host is validated (live HTTPS, not parked, not redirecting to another brand); accepted hosts are queued for ARC's plain-HTTP rails checks (UCP, WebMCP, MCP, policies, product data) and appear in the dataset with source=submitted. No model calls, no login. Rate limited per caller.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlNo
hostsNo
categoryNo
validate_ucp_profile
Read-only
Inspect

Validate a Universal Commerce Protocol (UCP) business profile against the published UCP JSON Schema (current release) and spec rules: authority binding, https endpoints, orphaned extensions and, for a URL, hosting headers (no redirects, Cache-Control public max-age>=60). Pass url (store host, homepage or profile URL; /.well-known/ucp is added for a homepage) or profile (the JSON). Returns errors, warnings and info, each with a path and the spec section. Free, no login, no model call. Validation is not certification. JSON: GET /api/ucp/validate?url=

ParametersJSON Schema
NameRequiredDescriptionDefault
urlNoStore host, homepage or profile URL, e.g. allbirds.com
profileNoThe profile JSON (object or string) to validate without fetching.

Tool Schema Changelog

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

  1. 15 tool updates
    • First observedagent_commerce_adoption
    • First observedagent_leaderboard
    • First observedask_arc
    • First observedcan_agent_checkout
    • First observeddataset_info
    • First observedfind_agent_ready_stores
    • First observedget_agent_facts
    • First observedgoogle_checkout_readiness
    • First observedlist_category_agent_facts
    • First observedproduct_data_check
    • First observedprotocol_matrix
    • First observedstore_card
    • First observedsubmit_leaderboard_run
    • First observedsubmit_store
    • First observedvalidate_ucp_profile

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