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SqueezeOS — Institutional AI Market Intelligence

Read Capability

read_capability
Read-onlyIdempotent

Read one public SqueezeOS REST path with GET. Cannot accept payment authorization, a request body, or another HTTP method. Returns data or the unchanged unpaid x402 challenge with no-spend alternatives. Never signs or settles a payment. Operator routes and off-host URLs are denied. API schemas: https://squeezeos-api.onrender.com/.well-known/openapi.json.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathYesConcrete SqueezeOS path beginning with /; do not pass a full URL.
queryNoOptional object of URL query parameters.
alternative_intentNoOptional natural-language intent used to rank the closest SML alternative after an unsigned HTTP 402.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
okNoWhether the upstream HTTP status is 2xx; not settlement proof.
bodyNoUnmodified upstream JSON, or bounded response text. Consult that capability's live schema.
errorNo
chargedNoPresent on local/transport failures; these do not establish an upstream charge.
messageNo
auto_spentNo
status_codeNoObserved upstream HTTP status, or null when no response was obtained.
substitutedNo
content_typeNo
payment_requiredNoObserved PAYMENT-REQUIRED header; a challenge does not prove payment.
payment_responseNoObserved PAYMENT-RESPONSE header. Assess it together with accepted delivery.
caller_supplied_authorizationNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4/5.0
Behavior5/5

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

Annotations already cover readOnly/idempotent/openWorld/non-destructive, and the description adds substantial context beyond them: it rejects payment authorization, bodies, and non-GET methods; returns either data or the unchanged unpaid x402 challenge with no-spend alternatives; never signs or settles; and denies operator routes and off-host URLs. This is rich disclosure of runtime behavior and failure modes.

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?

Front-loaded with the core operation, then a series of short, information-dense sentences covering constraints, return behavior, and the schema URL. Nothing is padding, though the run of negative statements is slightly packed.

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

Completeness5/5

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

With an output schema present, rich annotations, and 100% schema coverage, the description need not restate return values; instead it supplies the routing/safety constraints (no signing, no operator routes, off-host denial, x402 challenge handling) that an agent needs to call it correctly.

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 coverage is 100%, so the schema already documents all three parameters including the concrete-path and alternative_intent semantics. The description adds no syntax, format, or ranking detail beyond what the schema provides, so the baseline 3 is appropriate.

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

Purpose4/5

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

States a specific verb+resource: read one public SqueezeOS REST path via GET. This is far clearer than a tautology and scopes the operation tightly, but it does not explicitly name or contrast with close siblings such as call_capability, execute_capability, or purchase_capability_read, so sibling differentiation is left implicit.

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 negative constraints ('Cannot accept payment authorization, a request body, or another HTTP method') imply when this tool is not appropriate and the mention of 'no-spend alternatives' hints at the payment-free use case. However, no sibling is named and there is no explicit when-to-use vs. when-to-use-an-alternative statement, so guidance remains implied rather than stated.

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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