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AgentDrives MCP Server

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answering

AgentDrives is answering right now. Last checked 11 min ago. It exposes 9 tools.

How far AI agents get in real software, sign-up to pay. Read-only, no account at /api/mcp.

Uptime history 23 days of history · worst day 98%
23 days agonow
100.0%
Uptime 24h
182 of 182 checks
9
Tools
read from the server
272 ms
Response time
average over 24h
open, no key
Access
streamable-http

What changed 141

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 17 October 2026. No other catalogue keeps this.

8 Nov 9 tool descriptions were rewritten choose_provider_for_task, compare_providers, get_agent_surfaces and 6 more
8 Nov a tool changed version2 times that day
6 Nov 5 tool descriptions were rewritten choose_provider_for_task, get_agent_surfaces, list_categories and 2 more
6 Nov 3 tools appeared compare_providers, get_provider, list_best_providers
6 Nov 3 tools disappeared compare_tools, get_tool, list_best_tools
6 Nov a tool changed version2 times that day
4 Nov a tool changed version2 times that day
4 Nov a tool appeared choose_provider_for_task
4 Nov a tool description was rewritten find_tools_for_task
4 Nov a tool disappeared find_tools_for_task
and 115 more, back to 17 October 2026

AgentDrives does not always answer

Over the last week it answered 99.1% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 11 min ago.

run in your terminal
claude mcp add directory --transport http https://agentdrives.com/api/mcp
Settings → Connectors → Add custom connector, then paste this address
https://agentdrives.com/api/mcp
~/.codex/config.toml
[mcp_servers.directory]
url = "https://agentdrives.com/api/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "directory": {
      "url": "https://agentdrives.com/api/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "directory": {
      "type": "http",
      "url": "https://agentdrives.com/api/mcp"
    }
  }
}

This server publishes 1 more address. The block above uses the one we reach during checks; the full list is under Endpoints below, and the author may intend a particular one for your client.

Available tools 9

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

agent
get_agent_surfaces
Use when you picked a product and need to wire it up: 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. The whole drive result: get_provider. Read-only, no key needed; about 1 KB.
best
list_best_providers
Use when asked "which provider works best for X?" in a category: its driven products ranked by agent level (0-5), each with where our agent stopped, and how many we drove in it; under 5, not enough drives yet. Then get_provider for one product. Read-only, no key needed.
categories
list_categories
Use when you need a valid category id for choose_provider_for_task, search_tools or get_category: every category with its id, name, number of products and best agent level (0-5). Read-only, no key needed; no arguments.
category
get_category
Use when you know the category and want a shortlist: its name, how many products AgentDrives drove in it, the best agent level (0-5) and its top 10 by level, each with its drive date and page. The rest: search_tools with the same category. Read-only, no key needed.
changes
list_changes
Use when you need to know whether a product you picked still works as it did, or what moved lately: with a slug, every dated change at that product (level, surfaces, price and plan, each with its source); without, the level moves of the last days, newest first, with the cause and the level now. Its full drive result: get_provider. Read-only, no key needed; narrow it with days or category.
choose
choose_provider_for_task
Use when you or the user must choose a tool, API or provider for a task (send email, take payments, host a database…): send the task in a few plain words ('send an invoice') with filters if they matter. Returns the products our agent drove for it, ranked by how far an agent got on its own (sign-up, key, the work, paying), each with what happened and its sign-up, docs and MCP links. Read-only, no key needed; 5 by default, up to 25; a product by name: search_tools.
compare
compare_providers
Use when you or the user are deciding between 2 or 3 products for one task ('Stripe or Paddle?'): send their slugs (from search_tools), names or domains, and the task in a few plain words. For each: driven or only listed, agent level (0-5), how far our agent got at each step and where it stopped, what it did on the task, how to connect (MCP, API, CLI), the date and its page; a name we don't cover comes back in not_covered. Read-only, no key needed.
provider
get_provider
Use when you are about to use or recommend a product and need to know if an agent can work it on its own: send its slug from search_tools, or its name or domain. Returns its drive result: agent level (0-5), where our agent stopped, what it can and can't do, how it gets in and pays; only its API, MCP and CLI: get_agent_surfaces. Read-only, no key needed; the headline unless brief is false.
tools
search_tools
Use when you have a product's name, domain or kind in mind: send a short query ('stripe.com', 'postgres', 'invoicing') with filters for category, agent level, access or payment. Returns the products we drove, sorted by agent level (0-5), each with where our agent stopped; a task in plain words: choose_provider_for_task, one product in full: get_provider. Read-only, no key needed; up to 100 a page.

Tools removed

Tools this server used to expose. Anything built against them stopped working on the day they went.

what_changed
removed 29 Oct 2026
find_tools_for_task
removed 5 Nov 2026
compare_tools
removed 6 Nov 2026
get_tool
removed 6 Nov 2026
list_best_tools
removed 6 Nov 2026

Endpoints

URLTransportStateLatencyChecked
https://agentdrives.com/api/mcp streamable-http answering 244 ms 11 min ago
https://agentdrives.com/mcp streamable-http answering 233 ms 11 min ago

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AgentDrives — questions

Answers built from our own checks of this server.

What can AgentDrives do?
It exposes 9 tools, read directly from the server on our last check. Among them: choose_provider_for_task, compare_providers, get_agent_surfaces, get_category, get_provider, list_best_providers and 3 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is AgentDrives working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 182 of 182 checks got a reply (100.0%), average response time 272 ms. The bar chart above shows every period we have measured.
Did AgentDrives ever remove tools?
Yes. what_changed, find_tools_for_task, compare_tools, get_tool and 1 more are no longer exposed — we recorded the date each one disappeared. A tool vanishing usually means a breaking change for anything that depended on it.
How do I connect AgentDrives?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does AgentDrives need an API key?
No. AgentDrives completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 9 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is AgentDrives?
It answers our handshake in 272 ms on average, which is faster than 50% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.