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ExchangeRebel — pay-per-call APIs for AI agents (x402 on Solana)

fleet_what_changed

Read-onlyIdempotent

Fleet freshness / what changed across ExchangeRebel since a timestamp: per-service freshness metadata only (as_of stamps and whether each dataset-grade service's data is newer than since), each service's changes-op pointer (supported, paid, price, basis, endpoint) mirrored from its own free health envelope, and whitelisted already-free freshness facts. Change COUNTS are returned only for the free Ideas Commons event log; paid services' change counts are part of their paid changes ops and are never republished here. Never returns record contents or paid payloads. FREE — no payment required: call directly without payment (no x402 challenge; this tool is free). HTTP equivalent: GET https://exchangerebel.com/api/freshness.

Input Schema

NameRequiredDescriptionDefault
sinceYesISO-8601 timestamp, e.g. 2026-10-01T00:00:00Z. Required. A future timestamp is valid and returns zeros/nulls.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.1/5.0
Behavior5/5

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

Annotations already declare readOnly/idempotent/non-destructive, and the description goes well beyond them: it discloses the free/no-payment/no-x402 behavior, that counts come only from the free Ideas Commons log, that paid counts are never republished, and that no record contents or paid payloads are returned. That is substantive behavioral context an agent cannot infer from structured fields.

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

Conciseness3/5

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

Front-loaded with the purpose, which is good, but the single dense paragraph is bloated with repetition: 'FREE — no payment required: call directly without payment (no x402 challenge; this tool is free)' says the same thing three times, and the change-counts limitation is restated across two sentences. It could be materially tightened without information loss.

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

Completeness4/5

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

With no output schema, the description carries the burden of explaining return values, and it does so adequately by describing freshness metadata, per-service pointer fields, and the free-facts subset. It stops just short of a precise field enumeration, but for a metadata-read tool this is close to complete.

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

Parameters4/5

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

The single `since` parameter is already 100% documented in the schema (ISO-8601, required, future timestamps valid), so the schema carries most of the load. The description adds semantic value by explaining that `since` is used to test whether each dataset's data is newer than the timestamp, clarifying its role beyond the format definition.

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 resource (fleet freshness across ExchangeRebel since a timestamp) and delimits scope sharply: per-service freshness metadata only, never record contents or paid payloads. An agent can tell what it returns without opening the schema, though it doesn't explicitly name sibling alternatives like fleet_activity or fleet_kpis for actual change counts.

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

Usage Guidelines4/5

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

Explicitly says it is free, requires no payment, and can be called directly without an x402 challenge, plus gives the HTTP equivalent endpoint. This gives clear context for when to reach for it, but it stops short of naming an alternative tool for retrieving the change counts or record contents it excludes.

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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