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AI Capability Rollout Framework

get_faq

Get frequently asked questions about the AI Capability Rollout Framework, covering pricing, governance, and implementation topics. Read-only, no authentication required.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topicNoOptional filter. Use a category for reliable results: "assessment", "implementation", "governance", "measurement", "concepts", "pricing", or "products". Any other value falls back to a free-text search over the questions and answers (e.g. "shadow AI", "refund"), which may return nothing. Omit to get all items.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

No annotations are provided, so the description must carry the behavioral disclosure burden. It does add value by stating 'Read-only, no authentication required' — facts that would normally live in annotations. However, it omits other behavioral traits such as return format, how many items are returned, and error behavior, and its read-only claim is not corroborated by any annotation since none exist.

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?

A single, front-loaded sentence that establishes the verb, resource, and scope immediately, followed by the relevant read-only/no-auth facts. No wasted words. It is efficiently sized, though it could have traded a little length for sibling guidance.

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 simple tool with one optional parameter, 100% schema coverage, and clear purpose, the description is reasonably complete. It covers purpose and safety posture. The main gap is that with no output schema present, the description doesn't describe the return structure — but for a basic FAQ retrieval tool this is a minor omission.

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%, with the topic parameter fully documented including the allowed categories and free-text fallback behavior. The description's mention of 'pricing, governance, and implementation topics' slightly reinforces the schema categories, but the heavy lifting is done by the schema itself. Baseline 3 is appropriate since the description adds marginal meaning beyond an already-complete schema.

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 states a specific verb+resource ('Get frequently asked questions') about the AI Capability Rollout Framework with topic scope (pricing, governance, implementation). It's clear and distinguishable from siblings like get_framework_overview, but it doesn't explicitly differentiate itself from get_pricing or search_knowledge_base, which have obvious overlap given the pricing and free-text search coverage. Clear but sibling differentiation is incomplete.

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?

The description offers no guidance on when to use this tool versus its alternatives. With siblings including get_pricing (which overlaps on pricing topics), search_knowledge_base (which overlaps on free-text question search), and get_framework_overview, an agent gets no routing help from the description. The only usage hint ('no authentication required') is a prerequisite note, not a selection criterion.

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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