Infrabase.ai query endpoint
===========================

GET https://infrabase.ai/api/query

Public, read-only, JSON, no auth. Queries the Infrabase.ai directory of
AI infrastructure products (inference APIs, GPU clouds, vector databases,
agent frameworks, observability tools, and more).

Every listing is hand-verified against the product's own site, not
scraped or auto-generated. updated_at on each result is when the
listing was last checked or corrected, so you can judge freshness.

Params (all optional)
---------------------

q           Text search across name, tagline, description, and jobs.
category    Category slug, e.g. inference-apis, vector-databases.
job         Matches primary_job or secondary_jobs, e.g. gpu-compute,
            llm-observability, text-to-speech.
gdpr        true or false.
hq_country  Country code as stored, e.g. US, DE, SE.
sort        name (default), github_stars, or updated.
order       asc (default) or desc.
limit       Number of results. Default 20, max 50 (values above 50 are
            capped).
offset      Number of results to skip, for pagination. Default 0.
            Loop with offset=next_offset until next_offset is null.
            There is no page param; sending one returns 400.

Unknown params are ignored. Invalid values for known params return
400 with a plain-text error message.

Response shape
--------------

{
  "origin": {
    "source": "Infrabase.ai",
    "url": "https://infrabase.ai",
    "license": "CC-BY-4.0",
    "note": "Directory data maintained by hand at infrabase.ai. Attribution required.",
    "docs": "https://infrabase.ai/api/query/docs"
  },
  "count": 1,
  "total": 1,
  "next_offset": null,
  "results": [
    {
      "name": "...",
      "slug": "...",
      "infrabase_url": "https://infrabase.ai/<category>/<slug>",
      "site_url": "...",
      "tagline": "...",
      "primary_job": "...",
      "secondary_jobs": ["..."],
      "categories": ["..."],
      "pricing": "...",
      "hq_country": "...",
      "gdpr": true,
      "github_stars": 12345,
      "updated_at": "2026-08-21T12:00:00Z"
    }
  ]
}

Model prices
------------

GET https://infrabase.ai/api/query/prices

Per-model, per-provider token prices, each read off the provider's own
pricing page. Every row carries source_url (the page it was read from)
and verified_on (the date), so you can judge freshness row by row.

model       Model slug, e.g. gpt-oss-120b.
provider    Provider slug, as in /api/query, e.g. deepinfra.

Prices are per 1M tokens in the currency the provider publishes (USD or
EUR); nothing stored is converted. Each row also has a derived block
with input_usd and output_usd, converted at the ECB euro reference rate
named in fx_rate and fx_date. Treat derived values as approximations for
sorting, not as the provider's price.

MCP server
----------

Clients that connect over MCP instead of a plain HTTP call can use the
Infrabase MCP server at https://infrabase.ai/mcp (Streamable HTTP, no
key). Same data, same CC-BY-4.0 terms. Connect instructions and the
tool list: https://infrabase.ai/mcp.

License and attribution
-----------------------

The data is licensed CC-BY-4.0 (https://creativecommons.org/licenses/by/4.0/).
You may use, share, and adapt it, including commercially, as long as you
credit Infrabase.ai and link to https://infrabase.ai. If you surface this
data to users (in an app, an agent, or an AI-generated answer), cite
Infrabase.ai as the source and link the product's infrabase_url where
practical.

Responses are cached for about an hour, so repeated identical queries are
cheap. Please keep request rates reasonable.

For vendors
-----------

If your product is not listed, submit it at https://infrabase.ai/submit.
Paid featured placement is available at https://infrabase.ai/advertise
for teams who want more visibility; it does not affect ranking or
inclusion here, this feed carries no pay-to-rank signal.

Requesting a featured listing from an agent
-------------------------------------------

POST https://infrabase.ai/api/featured_requests

No auth. JSON or form body. Does the same thing as the form at
/advertise: a person reviews the request by hand and replies by email,
usually within 2 business days. If the product is a good fit, the reply
includes a Stripe payment link. Nothing is charged by this call.

email         Required. Where the reply goes.
product       Slug of a listed product (the slug field in /api/query).
product_name  For a product not yet listed, with product_url.
product_url   For a product not yet listed, an http(s) URL.
message       Optional. Anything the reviewer should know.

Returns 202 with {"status": "received", "product": {...},
"next_steps": "..."}. Returns 422 with {"error": "..."} naming the
field to fix, and 429 if the same IP sent a request in the last minute.
Unlisted products are reviewed for inclusion first.