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Get Technology Stats

get_technology_stats
Read-onlyIdempotent

Get technology detection statistics across the archive: unique technologies, total detections and counts per category. This aggregate query can take up to 90 seconds by default.

Input Schema

NameRequiredDescriptionDefault

No arguments

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, open-world), so the bar is lower. The description adds a genuine behavioral trait not in the annotations: 'this aggregate query can take up to 90 seconds by default,' which warns the agent about latency. It stops short of noting caching or pagination behavior.

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

Conciseness5/5

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

Two tightly written sentences: the first front-loads what is returned, the second adds the latency caveat. Every clause earns its place with no redundancy.

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?

An output schema exists, so return values need not be explained, and annotations carry the safety profile. Given zero parameters, the description is nearly complete, missing only minor context such as whether the 90s figure is tunable or whether results are cached.

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 tool takes zero parameters, so per the baseline this scores 4. There are no arguments whose meaning could be expanded, and schema coverage is 100% regardless.

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?

The description gives a specific verb+resource (technology detection statistics) and enumerates the returned aggregates: unique technologies, total detections, counts per category. It is clearly about technologies rather than other entities, though it doesn't distinguish itself from closely related siblings like get_technology_combinations or get_popular_technologies.

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 phrase 'across the archive' implies a whole-corpus aggregate contrasted with per-scan tools such as get_technologies_by_scan, but no explicit when-to-use, when-not, or named alternative is given. Usage is only inferable, not 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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