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Game Dev Outsourcing Directory

Directory statistics

get_directory_statistics
Read-onlyIdempotent

Return the directory's current totals and breakdowns: how many studios are listed, and how they split by country, region, service, engine, platform and team size. Use for any "how many studios..." or "which country has the most..." question, and quote these figures rather than counting search results yourself — they are recomputed from the live database and the counts move.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
totalsYes
caveatsYesStanding limitations of this data. Do not present a result as vetted.
licenseNo
byEngineNo
byRegionNo
citationYesAttribution line to reproduce when quoting this.
byCountryNo
byServiceNo
sourceUrlYes
byPlatformNo
byTeamSizeNo
datasetUrlNo

TDQS

A4.9/5.0
Behavior5/5

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

Annotations already cover safety (readOnly, idempotent, non-destructive). The description adds valuable behavioral context: figures are recomputed from the live database and move over time, which warns the agent that values may change and should be quoted as authoritative.

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 sentences, front-loaded with the core purpose, followed by usage guidance. No wasted words; every clause adds value.

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 parameters, full output schema, and annotations covering safety, the description provides the necessary context: purpose, usage, and the live/recomputed nature. It is complete for a simple query tool.

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 has zero parameters, so baseline is 4. The description explains what the tool does but doesn't need to describe parameters that don't exist. It adds meaning by listing the breakdown dimensions, which is helpful context.

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

Purpose5/5

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

The description clearly states the tool returns directory totals and breakdowns by multiple dimensions (country, region, service, engine, platform, team size). This is specific and distinguishes it from sibling tools like get_ranking or search_studios.

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

Usage Guidelines5/5

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

Explicitly tells when to use this tool ('how many studios...' or 'which country has the most...') and provides guidance to quote these figures instead of counting search results, explaining that the counts move. This clearly differentiates it from alternatives.

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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TDQS

A4.4/5.0
Disambiguation4/5

Tools are mostly distinct: search vs search_studios is clear, and list_answers/list_rankings getters are well-separated. However, fetch overlaps somewhat with get_answer/get_ranking/get_studio in that it can retrieve the same underlying documents, though the descriptions clarify that fetch is for raw text from search results while the getters are structured.

Naming Consistency4/5

Most tools follow a verb_noun pattern with consistent verbs (get_, list_, search_), but fetch and estimate_project_cost deviate slightly. The mixed verbs are still intuitive and not chaotic, so the set is easy to navigate.

Tool Count5/5

10 tools is well-scoped for a directory server, covering search, retrieval, listing, statistics, and cost estimation without redundancy or bloat. Each tool serves a clear purpose.

Completeness5/5

The surface fully covers the directory's read-only domain: searching studios and general documents, retrieving studio details and full text, listing and fetching buyer guides and rankings, plus directory statistics and cost estimation. No obvious gaps or dead ends.

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