The independent lab for agent access: how far AI agents get in real software, sign-up to pay.
Listed on
First seen 16 Oct 2026. One server, whatever directories list it: each directory listing keeps its own page and history.
2
Directories
Collected by InvokeRank
7
Tools
From an anonymous probe
-
ToolBench grade
Not graded by Arcade
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GitHub stars
No repository data
Tools
| Tool | Description | Behaviour |
|---|---|---|
| find_tools_for_task | Find the SaaS, API, MCP server or CLI products an AI agent can use for a task: send the task in a few plain words ('send an invoice') with filters if they matter, and get the products ranked by how far our agent got doing it. Use search_tools instead when you have a name, domain or kind, and get_tool for one product. Read-only, no key needed; up to 25 results, each with its agent level (0-5), the closest task and what happened, and links to sign up, the docs and its MCP server. | Read-only |
| get_agent_surfaces | List what an agent can use at one product: its API, MCP server, CLI, SDK, docs and payment, each tested, documented, none_found or unknown, with the product's own URL for it and the date we saw it. Use it to wire up a product you already picked; use get_tool for the whole drive result. Read-only, no key needed; about 1 KB. | Read-only |
| get_category | Get one category's leaders: its name, how many products AgentDrives drove in it, the best agent level in it (0-5) and its top 10 products by level, each with its drive date and page. Use it to shortlist in a category you know; use search_tools with the same category for the rest. Read-only, no key needed. | Read-only |
| get_tool | Get one product's result, when the question is whether an AI agent can use it: send its slug from search_tools, or its name or domain, and get its test-drive result (agent level 0-5, where our agent stopped and why, what it can and can't do, how it gets in and pays). Use get_agent_surfaces instead when you only need its API, MCP, CLI and SDK. Read-only, no key needed; the headline (2.5 to 5 KB) unless brief is false (13 to 35 KB). | Read-only |
| list_categories | List every category in the directory with its id, name, number of products and best agent level (0-5). Use it for a valid category id before find_tools_for_task, search_tools or get_category. Read-only, no key needed; takes no arguments. | Read-only |
| list_changes | List what changed in the directory lately: products whose agent level moved between two drives, with the date, the cause and the level now, newest first. Send a slug to get every dated change at one product you picked (level, surfaces that appeared or stopped answering, price and plan, each with its source) and see whether it still works the same; use get_tool for its full drive result. Read-only, no key needed; narrow it with days, category or slug. | Read-only |
| search_tools | Search the directory of driven SaaS, API, MCP server and CLI products by a product's name, domain or kind: send a short query ('stripe.com', 'postgres', 'invoicing') with filters for category, agent level, access or payment. Use find_tools_for_task instead for a task in plain words, and get_tool for one product in full. Read-only, no key needed; up to 100 results a page sorted by agent level, with total and next_offset for the rest. | Read-only |
| Directory | Listing | Tier | First seen |
|---|---|---|---|
| Official MCP Registry | AgentDrives | - | 16 Oct 2026 |
| Smithery | AgentDrives | - | 19 Oct 2026 |