ARC: open benchmark of whether AI agents can buy
Free MCP for ARC's agent-commerce benchmark: read stores and protocols; submit stores or agent runs.
我該用這個嗎
品質與安全性
根據工具定義與協定合規性的自動化分析。
上下文成本
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高,可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案:
{
"mcpServers": {
"ask": {
"url": "https://www.arcreport.ai/api/ask"
}
}
}遠端端點
https://www.arcreport.ai/api/askstreamable-http它能做什麼
工具清單
工具(15)
🟡ask_arc(url, brand, category, q)
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.
輸入結構描述
{
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "Brand, store, or product URL already on the ARC Index."
},
"brand": {
"type": "string",
"description": "Brand name, e.g. Allbirds."
},
"category": {
"type": "string",
"description": "Index category or shopper words, e.g. footwear, running shoes, leggings."
},
"q": {
"type": "string",
"description": "Free-text brand, product, or category query."
}
}
}🟢can_agent_checkout(url)
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.
輸入結構描述
{
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "Public store homepage or product URL"
}
},
"required": [
"url"
],
"additionalProperties": false
}🟢find_agent_ready_stores(category, q, limit)
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.
輸入結構描述
{
"type": "object",
"properties": {
"category": {
"type": "string",
"description": "Category slug or shopper words such as running shoes"
},
"q": {
"type": "string",
"description": "Product need, such as skincare or camping gear"
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 50,
"default": 10
}
},
"additionalProperties": false
}🟢agent_commerce_adoption
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.
輸入結構描述
{
"type": "object",
"properties": {},
"additionalProperties": false
}🟢product_data_check(host, url)
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.
輸入結構描述
{
"type": "object",
"properties": {
"host": {
"type": "string"
},
"url": {
"type": "string"
}
},
"additionalProperties": false
}🟢google_checkout_readiness(host)
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.
輸入結構描述
{
"type": "object",
"properties": {
"host": {
"type": "string",
"description": "Store host or URL"
}
},
"required": [
"host"
]
}🟢get_agent_facts(host, url, slug)
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=
輸入結構描述
{
"type": "object",
"properties": {
"host": {
"type": "string",
"description": "Store hostname, e.g. allbirds.com"
},
"url": {
"type": "string",
"description": "Store or product URL"
},
"slug": {
"type": "string",
"description": "ARC Index slug, e.g. allbirds"
}
}
}🟢list_category_agent_facts(category, limit)
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
輸入結構描述
{
"type": "object",
"properties": {
"category": {
"type": "string",
"description": "Category id or words, e.g. beauty, running shoes"
},
"limit": {
"type": "number",
"description": "1–50, default 20"
}
}
}🟢dataset_info
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.
輸入結構描述
{
"type": "object",
"properties": {},
"additionalProperties": false
}🟢protocol_matrix(protocol)
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.
輸入結構描述
{
"type": "object",
"properties": {
"protocol": {
"type": "string",
"enum": [
"ucp",
"acp",
"pap",
"webmcp",
"mcp",
"payments"
],
"description": "Optional: one protocol id."
}
},
"additionalProperties": false
}🟢agent_leaderboard(include_stores)
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.
輸入結構描述
{
"type": "object",
"properties": {
"include_stores": {
"type": "boolean",
"description": "Also return the per-store result grid (100 rows)."
}
},
"additionalProperties": false
}🟡submit_leaderboard_run(spec, test_set, agent, run, results, ...)
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.
輸入結構描述
{
"type": "object",
"properties": {
"spec": {
"type": "string",
"const": "arc-leaderboard-submission/v1"
},
"test_set": {
"type": "string",
"const": "ARC-100 v1"
},
"agent": {
"type": "object",
"required": [
"name",
"path"
],
"properties": {
"name": {
"type": "string",
"maxLength": 60
},
"version": {
"type": "string",
"maxLength": 40
},
"builder": {
"type": "string",
"maxLength": 80
},
"url": {
"type": "string",
"description": "https URL for the agent"
},
"path": {
"type": "string",
"enum": [
"browser",
"ucp",
"mcp",
"acp",
"api",
"other"
]
},
"model": {
"type": "string",
"maxLength": 80
}
}
},
"run": {
"type": "object",
"required": [
"stopped_before_payment"
],
"properties": {
"started_at": {
"type": "string",
"description": "ISO 8601"
},
"finished_at": {
"type": "string",
"description": "ISO 8601"
},
"stopped_before_payment": {
"type": "boolean",
"const": true
},
"notes": {
"type": "string",
"maxLength": 500
}
}
},
"results": {
"type": "array",
"minItems": 10,
"maxItems": 100,
"items": {
"type": "object",
"required": [
"id",
"outcome"
],
"properties": {
"id": {
"type": "string",
"description": "ARC-100 store id from /data/arc-100/v1/arc-100.csv, e.g. arc100-v1-001"
},
"outcome": {
"type": "string",
"enum": [
"added_to_cart",
"checkout_reached",
"no_cart",
"blocked",
"error",
"not_attempted"
]
},
"at": {
"type": "string"
},
"evidence_url": {
"type": "string"
},
"steps": {
"type": "number"
},
"seconds": {
"type": "number"
}
}
}
},
"contact": {
"type": "string",
"description": "Optional and private: how ARC can reach you to arrange verification."
}
},
"required": [
"spec",
"test_set",
"agent",
"run",
"results"
]
}🟡submit_store(url, hosts, category)
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.
輸入結構描述
{
"type": "object",
"properties": {
"url": {
"type": "string"
},
"hosts": {
"type": "array",
"items": {
"type": "string"
},
"maxItems": 50
},
"category": {
"type": "string",
"enum": [
"apparel",
"footwear",
"beauty",
"home",
"food-drink",
"supplements",
"outdoor",
"kids",
"pets",
"electronics",
"jewelry"
]
}
},
"additionalProperties": false
}🟢store_card(host)
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.
輸入結構描述
{
"type": "object",
"properties": {
"host": {
"type": "string",
"description": "Store host or URL."
}
},
"required": [
"host"
]
}🟢validate_ucp_profile(url, profile)
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=
輸入結構描述
{
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "Store host, homepage or profile URL, e.g. allbirds.com"
},
"profile": {
"description": "The profile JSON (object or string) to validate without fetching."
}
}
}社群
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