inflation_full_latest
PRO. Full latest G2 row as key/value.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| access_token | No | Subscriber token from /success (or Authorization: Bearer) |
PRO. Full latest G2 row as key/value.
| Name | Required | Description | Default |
|---|---|---|---|
| access_token | No | Subscriber token from /success (or Authorization: Bearer) |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full behavioral burden, yet it says nothing about read-only nature, auth requirements beyond the parameter's own note, rate limits, or what "key/value" output contains. "PRO" hints at a tier restriction, which is the only behavioral signal present.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is extremely short and front-loaded, but the brevity is under-specification rather than economy — the two fragments convey little and the leading "PRO." is unexplained.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
No output schema exists, so the description must explain what a "G2 row" actually contains and what the key/value shape means; it does neither. For a data-retrieval tool an agent cannot predict the response or decide between it and latest_cpi.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100% and the single access_token parameter is fully documented in the schema itself. The description adds nothing about the token or its optionality (required count is 0), so baseline 3 applies.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
"Full latest G2 row as key/value" gestures at a resource and a return shape, but "G2" is undefined jargon and there is no verb to say what the tool actually does (fetch? compute? return?). Against siblings like latest_cpi and cpi_history an agent cannot tell what distinguishes this tool.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this versus latest_cpi, latest_groups, or cpi_history. The only hint is "PRO.", which suggests a paid-tier gate but not a selection condition.
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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