Proxlai

Measured conclusion: Alive, not deep-tested. L2 outcome: not_attempted.

Verified, dated prices for 231 AI APIs in 38 markets: LLMs, GPUs, speech, video and more.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "Proxlai": {
      "url": "https://proxlai.com/api/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (5)

• list_markets read-only

  List every market (kind of AI API) that has prices, with its id and pricing unit. Start here to find the market id.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• describe_market read-only

  Explain one market: what it is, how its pricing works, and the attributes you can filter and compare on (with plain-language help).

  Parameters:

  • market (required) — string — Market id from list_markets, e.g. 'llm' or 'video-generation'

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• search_offerings read-only

  Rank the offerings in one market by price, quality and speed, with optional requirements and a maximum price. Returns prices with their verification date and source.

  Parameters:

  • market (required) — string — Market id from list_markets
  • sort — string — score (default): best match for the weights; price: cheapest first; quality: best first
  • limit — integer — How many results, default 10
  • filters — array — Requirements. Attribute keys come from describe_market. Do not add filters the user did not ask for.
  • weights — object — What matters, each 0..1. Default: cost 0.5, quality 0.4, speed 0.1
  • maxPrice — number — Upper bound in the market's pricing unit (USD)
  • include_unverified — boolean — Also rank offerings whose price is an unverified sample, never checked against the provider (default false: left out)

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• get_offering read-only

  Full detail for one offering: description, capabilities, current price with its source, and price history.

  Parameters:

  • id (required) — string — Offering id from search_offerings, e.g. 'openai/gpt-6-luna'

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• compare_offerings read-only

  Put 2 to 4 offerings from the same market side by side: prices, scores and every capability.

  Parameters:

  • ids (required) — array — 2 to 4 offering ids from the same market

  Hints: read-only yes · destructive no · idempotent yes · open-world no

Publisher website Repository

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.