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market_listings

Browse the RAREEAI marketplace: kind="providers" (listings) or "oracles". Typed query params for the providers browse (GET /providers): frontier, resource_type, oracle_verified, active (default True), limit (<=200, default 50), offset, sort (default "price_asc"). Needs a bearer; no write scope to read.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
kindNoproviders
sortNoprice_asc
limitNo
activeNo
offsetNo
frontierNo
resource_typeNo
oracle_verifiedNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden. It discloses auth requirements (bearer token) and read-only nature, which is useful. However, it does not describe the response format, pagination behavior, error handling, or any side effects beyond being read-only. It also does not clarify whether the 'oracles' kind behaves differently from 'providers' in terms of parameters or return data.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, dense paragraph that front-loads the purpose and then lists parameters in a compact colon-separated list. It is efficient with no wasted words, and the key information (purpose and params) appears early. The flow could be improved with clearer separation between the two kinds, but it is acceptable.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with 8 parameters, no output schema, and no annotations, the description is only partially complete. It covers the purpose, auth, and most parameter defaults, but it omits explanation of several parameter semantics, does not describe the return structure, and leaves ambiguity about the 'oracles' kind. An agent could call it correctly for basic browsing, but would lack guidance for edge cases or filtering nuances.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description must compensate. It lists seven of the eight parameters (all except kind) and provides defaults for active, limit, and sort, plus a constraint (limit <=200). However, it does not explain the meaning or allowed values of frontier, resource_type, or oracle_verified, leaving agents to guess their semantics. The description adds some value by naming the parameters and their defaults, but it is far from comprehensive.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool browses the RAREEAI marketplace, distinguishes between kind='providers' and 'oracles', and names the endpoint. This is a specific verb+resource that differentiates it from sibling tools like market_accept or market_quote, which imply different actions.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides context that this is a browse/read operation ('Needs a bearer; no write scope to read') and lists the available query parameters, but it does not explicitly state when to use this tool over alternatives like market_quote or market_request. There is no direct mention of exclusions or conditions that would route an agent to a different sibling.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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