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by io.github.canoydario847-cloud
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Export public inventory

gov_ai_inventory_export

Machine-readable CSV of your publicly releasable AI use cases (for publishing at agency.gov/ai), with its SHA-256 sealed on chain (Base, until the Privi chain mainnet) so the published file can be proven unaltered. Requires the organization API key.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "gov_ai_inventory_export"
  }
}

Input Schema

NameRequiredDescriptionDefault
include_withheldNoInclude use cases marked withhold_from_public (internal copy)

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.8/5.0
Behavior4/5

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

Goes beyond annotations by naming the auth requirement ('Requires the organization API key') and the on-chain anchoring side effect (SHA-256 sealed on Base until Privi mainnet), which explains why readOnlyHint is false despite the CSV output being a read. It stops short of describing seal failure behavior, chain latency, or cost.

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 what is produced before the sealing and auth notes; no filler sentences. The second clause stacks a parenthetical chain caveat that makes the sentence slightly dense, but nothing is wasted.

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 no output schema, the description carries the return-value burden and does so: CSV format, contents (public use cases), and the seal that proves the file unaltered. The auth prerequisite is stated and the sole optional parameter is schema-documented.

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% and the single optional param include_withheld already documents its effect ('internal copy'). The description adds nothing about that parameter, so the baseline 3 applies.

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 and resource: exporting a machine-readable CSV of 'publicly releasable' AI use cases, with an on-chain SHA-256 seal. The 'publicly releasable' scoping distinguishes it in spirit from gov_ai_inventory, but the description never names the sibling it complements/excludes, so 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?

Usage is only implied via the parenthetical 'for publishing at agency.gov/ai'. There is no explicit when-to-use vs. gov_ai_inventory, gov_ai_verify_export, or gov_pqc_export, and no statement about when not to export or how the withheld-copy variant differs.

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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