AgentDrives

Look up whether an AI agent can really use a software product: levels from real agent test drives of sign-up, keys, the core tasks, paying and leaving.

Xem trên agentdrives.com

Máy chủ MCP được lưu trữ

npx add-mcp 'https://agentdrives.com/api/mcp'

Cài vào Claude Code, Codex, Cursor và nhiều công cụ khác

Tài liệu

Let your agent check before it picks a tool.

Every drive as open data: JSON, markdown, a feed or our MCP server.

Can I sign up on my own?
Can I pay without a human?
How do I get an API key?

One line in your agent's config.

Connect it and your agent can look up any product here: its level, and where an agent stops.

{
  "mcpServers": {
    "agentdrives": {
      "type": "http",
      "url": "https://agentdrives.com/mcp"
    }
  }
}

Directory tools work for everyone.
Account tools come with an x-api-key header.
Only the directory, with no key at all: https://agentdrives.com/api/mcp.

Four ways into the directory.

Free, no account. Reuse it with a credit to AgentDrives (CC BY 4.0).

MCP server Your agent asks before it picks a tool: by category, minimum level, payment and leaving.
JSON API Every product and every drive as JSON: its level, where it stopped and how an agent gets in. No account, no key.
llms.txt and Markdown The whole directory as text a model reads in one go.
Follow and webhooks Level changes by mail, or a signed webhook on a paid plan.
Find a product for a job Name the task in plain words and get the products that do it, ranked by how far our agent got: GET /api/find-tools?task=send+an+invoice, or find_tools_for_task on the MCP server. With no rate limit: POST /api/paid/find-tools, $0.01 a call. Top up $5 for 500 calls at POST /api/credits/topup and send the key it returns as x-api-key, or let your agent's wallet pay each call's 402 in USDC.
Our levels in your MCP catalog Add /api/registry to any client that reads an MCP registry, such as GitHub Copilot: the official servers of the products we drove, each with its level.

Every file, and what your agent gets back

/api/tools.json Every product: level, pay grade, first blocker
/api/tools/<slug>.json One drive: its level, where it stopped and how an agent gets in
/tools/<slug>.md The same drive as markdown
/llms.txt The site for language models (and /llms-full.txt)
/openapi.json Our account API, OpenAPI 3.1
/feed.xml New and changed drives
/api/detail/<slug> One drive's attempt log and fixes, with Builder or Team

MCP · tools/call {"name":"search_tools","arguments":{"min_level":3}}

[
  {
    "slug": "parallel",
    "name": "Parallel",
    "category": "Search APIs",
    "level": 5,
    "level_name": "Autonomous",
    "parts": {
      "holds_up": 80,
      "docs_match": null,
      "setup": 100,
      "security": "private",
      "standards": [
        {
          "standard": "MCP",
          "state": "behind",
          "behind": 1,
          "value": "2025-11-25"
        },
        {
          "standard": "MCP discovery",
          "state": "behind",
          "behind": null,
          "value": "legacy"
        },
        {
          "standard": "MCP client registration",
          "state": "behind",
          "behind": null,
          "value": "dcr"
        },
        {
          "standard": "OpenAPI",
          "state": "behind",
          "behind": 1,
          "value": "3.1.0"
        }
      ]
    },
    "stop": "delete",
    "access": [
      "keyless",
      "pay_per_call",
      "browser_signup"
    ],
    "outcomes": {
      "find": "yes",
      "access": "yes",
      "use": "yes",
      "pay": "yes",
      "leave": "yes"
    },
    "first_blocker": "API calls need credit; credit needs a card",
    "pays_with": [
      "stripe-projects",
      "x402",
      "mpp"
    ],
    "paid": true,
    "blocks_agent": null,
    "wall_type": null,
    "tested_at": "2026-10-15",
    "url": "https://agentdrives.com/tools/parallel",
    "origin": "editorial"
  },
  {
    "slug": "attio",
    "name": "Attio",
    "category": "CRM",
    "level": 4,
    "level_name": "Runs on its own",
    "parts": {
      "holds_up": null,
      "docs_match": null,
      "setup": 100,
      "security": null,
      "standards": []
    },
    "stop": null,
    "access": [
      "browser_signup"
    ],
    "outcomes": {
      "find": "yes",
      "access": "yes",
      "use": "yes",
      "pay": "part",
      "leave": "yes"
    },
    "first_blocker": "Sign-up and API tokens are web-only",
    "pays_with": [],
    "paid": false,
    "blocks_agent": null,
    "wall_type": null,
    "tested_at": "2026-10-02",
    "url": "https://agentdrives.com/tools/attio",
    "origin": "editorial"
  }
]

HTTP · one product curl -s https://agentdrives.com/api/tools.json | jq '.tools[] | select(.slug == "parallel") | {name, level, level_name, parts, stop, tested_at}'

{
  "name": "Parallel",
  "level": 5,
  "level_name": "Autonomous",
  "parts": {
    "holds_up": 80,
    "docs_match": null,
    "setup": 100,
    "security": "private",
    "standards": [
      {
        "standard": "MCP",
        "state": "behind",
        "behind": 1,
        "value": "2025-11-25"
      },
      {
        "standard": "MCP discovery",
        "state": "behind",
        "behind": null,
        "value": "legacy"
      },
      {
        "standard": "MCP client registration",
        "state": "behind",
        "behind": null,
        "value": "dcr"
      },
      {
        "standard": "OpenAPI",
        "state": "behind",
        "behind": 1,
        "value": "3.1.0"
      }
    ]
  },
  "stop": "delete",
  "tested_at": "2026-10-15"
}

Free to use. Pay for alerts, attempt logs and exports.

Commercial use included on every plan. Listings are CC BY 4.0. To pass attempt logs on in bulk, ask for a licence.

Free

Use it now

JSON + markdown for every tool
MCP server for the directory
Follow up to 3 tools by mail
Reuse it anywhere, commercially too, with a credit (CC BY 4.0)

$49 /month

Get access

Follow any number of tools
Level changes by mail
A signed webhook to your own systems
Each drive's attempt log and fixes, by API
Cancel any time

$290 /month

Get access

Everything in Builder
Bulk export: every drive in one file
Each drive with its level history, attempt log and fixes
Cancel any time

$0.01 /call

See the call

Top up $5 for 500 calls, or pay each call with x402 or MPP
Find tools for a task, no rate limit

Custom

Ask about a licence

Custom categories and drives
Terms written for your use
For platforms, labs and marketplaces

Order from your agent.

Sign up One call, no email address. Your agent gets an API key at once and a claim link for its person. Until the person claims it, the account gets 1 free check a day and can order a Drive and pay for it.The call

curl -X POST https://agentdrives.com/api/agents/signup \
  -H 'content-type: application/json' -d '{"agent":"my-agent"}'
# → {"api_key":"sd_…","claim":{"url":"https://agentdrives.com/claim#t=…"},"limits":{…}}
# With an email address instead: a 6-digit code, then a key
curl -X POST https://agentdrives.com/api/auth/email-otp/send-verification-otp \
  -H 'content-type: application/json' -d '{"email":"you@company.com","type":"sign-in"}'
curl -X POST https://agentdrives.com/api/auth/sign-in/email-otp \
  -H 'content-type: application/json' -d '{"email":"you@company.com","otp":"123456"}'
curl -X POST https://agentdrives.com/api/auth/api-key/create -H 'authorization: Bearer <token>' \
  -H 'content-type: application/json' -d '{"name":"my-agent"}'

Check a product Free and private: what an agent finds without a browser and where it would likely stop.The call

curl -X POST https://agentdrives.com/api/orders -H 'x-api-key: sd_…' \
  -H 'content-type: application/json' -d '{"product":"free","url":"https://yourproduct.com"}'

Claim, prove, order "product": "drive" orders a Drive and "product": "audit" an Audit: claim your domain, prove it's yours (an account email on the domain, which verifies at once, a code mailed to any address at the domain, a DNS TXT record, a meta tag on the home page or a file at /.well-known/agentdrive-verify.txt), then order. Every error carries a fix field with the next call.The call

curl -X POST https://agentdrives.com/api/claims -H 'x-api-key: sd_…' \
  -H 'content-type: application/json' -d '{"domain":"yourproduct.com"}'
# → {"claim":{"id":"…"},"methods":{"dns":…,"file":…,"email":…}}
curl -X POST https://agentdrives.com/api/claims/<id>/email -H 'x-api-key: sd_…' \
  -H 'content-type: application/json' -d '{"local":"admin"}'
curl -X POST https://agentdrives.com/api/claims/<id>/verify -H 'x-api-key: sd_…' \
  -H 'content-type: application/json' -d '{"code":"123456"}'
curl -X POST https://agentdrives.com/api/orders -H 'x-api-key: sd_…' \
  -H 'content-type: application/json' -d '{"product":"quick","url":"https://yourproduct.com"}'

Pay without a person The Drive's payment URL answers 402 with MPP and x402 challenges. Your agent pays $49 with a card through a Stripe Shared Payment Token, or USDC on Base or Tempo, sends the same call again, and the drive starts. The price includes any VAT, and every payment has a receipt. An EU business that sends its VAT ID as buyer.vat_id gets our invoice. A person can pay by card instead.The call

curl -i -X POST https://agentdrives.com/api/orders/<id>/payment
# → 402 Payment Required
#   WWW-Authenticate: Payment … method="stripe" | "tempo" | "evm" (MPP)
#   PAYMENT-REQUIRED: … (x402, USDC on Base)
# Pay with an MPP client or an x402 wallet, then send it again:
curl -X POST https://agentdrives.com/api/orders/<id>/payment -H 'authorization: Payment <credential>' \
  -H 'content-type: application/json' -d '{"buyer":{"vat_id":"DE123456789"}}'
# → 200 {"order":{"status":"paid"},"payment":{…,"receipt_url":…}} and a Payment-Receipt header

Leave Two calls: the first gives a confirm token, the second sends it back within 5 minutes and deletes the account. Every key stops working at once.The call

curl -X POST https://agentdrives.com/api/auth/delete-user -H 'x-api-key: sd_…' \
  -H 'content-type: application/json' -d '{}'
# → 202 {"confirm":"required","token":"…","expires_at":"…"}
curl -X POST https://agentdrives.com/api/auth/delete-user -H 'x-api-key: sd_…' \
  -H 'content-type: application/json' -d '{"token":"…"}'
# → 200 {"success":true}

No CAPTCHA, no browser: every step works over HTTP.
Errors that say what to do, with the next call in a fix field.
A way out: delete the account with one call.

OpenAPI