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Generative AI Maturity Framework

find_use_cases

Filter the enterprise GenAI use case catalog by industry, business function, and current maturity level. Returns ranked matches with ROI band, effort estimate, prerequisites, and metrics.

Input Schema

NameRequiredDescriptionDefault
limitNoMax results. Default 5, max 20.
functionNoBusiness function filter. One of: any, sales, marketing, engineering, product, operations, support, hr, legal, finance, analytics.
industryNoIndustry filter. One of: any, financial-services, healthcare, manufacturing, retail, technology, public-sector, professional-services, media.
maturityLevelNoYour current framework maturity level, 1-6. Only use cases feasible at or below this level are returned. Default 3.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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. 'Filter' and 'Returns' imply a read-only lookup, and the description usefully discloses the shape of results (ranked matches with ROI band, effort estimate, prerequisites, metrics), but it says nothing about permissions, whether results are paginated, or how ranking is determined.

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 action and filter dimensions, followed by return contents. No filler or repetition.

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?

For a read-only filtering tool with four optional parameters and no output schema, the description gives a good summary of what comes back (ranked matches plus four named fields). It could say more about ranking logic or result structure, but nothing essential for correct invocation is missing.

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 description coverage is 100%, so all four parameters are already documented with allowed values and defaults. The description repeats the three main filter dimensions but adds no syntax, default, or interaction details beyond the schema; the limit parameter is not mentioned at all. Baseline 3 is appropriate.

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: filter the enterprise GenAI use case catalog by industry, function, and maturity. That is precise enough for an agent to know exactly what it retrieves. It does not explicitly contrast with any sibling, but none of the listed siblings (dimension, framework spec, glossary, etc.) overlap with use-case catalog search, so the risk of confusion is low.

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 implied by the filtering dimensions and the return contents, but there is no explicit statement of when to use this versus other tools, nor any exclusions or prerequisites. An agent can infer it is the tool for discovering use cases, but it must supply that context itself.

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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