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sanhao-global-experts

geo-audit-tool

A production-ready geo audit tool system for marketing and operations leaders. Get a structured, repeatable workflow you can run today - delivered as a copy-paste prompt pack with examples.

Input Schema

NameRequiredDescriptionDefault
queryNoOptional user query to scope the analysis.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.3/5.0
Behavior2/5

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

No annotations exist, so the description carries the full behavioral burden and mostly fails it. The only concrete signal is that the deliverable is a 'copy-paste prompt pack with examples', which hints at generated text output, but nothing is said about whether the tool reads data, what it inspects, side effects, 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.

Conciseness3/5

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

Two short sentences, front-loaded and free of redundant clauses. However, both sentences are sales copy ('production-ready', 'run today') that conveys no operational information, so little of the text earns its place.

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

Completeness2/5

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

With no output schema and no annotations, the description is the only source of truth about behavior, and it leaves the actual audit process, deliverable format, and scope entirely unspecified. For a tool claiming to be 'production-ready' and 'repeatable', an agent cannot predict what it will get back.

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?

A single optional 'query' parameter with 100% schema description coverage, so the schema already explains its meaning ('Optional user query to scope the analysis'). The description adds nothing about how the query is interpreted or what happens when it is omitted, but the baseline of 3 applies when the schema does the work.

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

Purpose2/5

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

The description restates the tool name ('geo audit tool') in marketing language without stating a concrete verb or operation — it never says what an audit actually produces or checks. Against ~10 geo-* siblings (geo-competitor-spy, geo-schema-generator, geo-content-factory, geo-prompt-library), an agent has no basis to tell them apart.

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

Usage Guidelines2/5

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

Names an audience ('marketing and operations leaders') rather than a usage condition, so it offers no when-to-use guidance. There is no exclusion, no prerequisite, and no mention of how this differs from the numerous other geo tools.

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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