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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

AgentDrives: choose a tool, API or provider

Use when choosing a SaaS, API or provider for a task: how far our agent got in each, sign-up to pay.

Checks passed
13 / 22

1 failed · 8 not measured

Median response
285 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
9

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 285 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name agentdrives-directory-public.

  • Pass
    Lists tools

    tools/list returned 9 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 285 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 285 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    30 of 30 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-08T03:12:44.565727Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using AgentDrives: choose a tool, API or provider

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http agentdrives-choose-a-tool-api-or-provider https://agentdrives.com/api/mcp

Capabilities

Tools 9

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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected285 ms9