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Assess compliance gap against a target framework

assess_gap
Read-onlyIdempotent

Indicative gap register against a target framework. Given a company profile (existing certifications, sector, size, jurisdiction), return covered / partial / gap counts and slug examples. Heuristic only — Pyxis (https://kynosure.ai/en/pyxis) produces the severity-ranked cross-framework gap register with FCI/WMI/ECI scoring.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
company_profileYesExisting certifications + organisational profile.
target_frameworkYesThe framework to assess gaps against.

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnly and idempotent hints. The description adds the heuristic nature ('Indicative', 'Heuristic only') and indicates the output format (counts and slug examples). This goes beyond the annotations, though it does not detail limitations beyond the heuristic caveat.

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?

The description is two sentences: the first front-loads the core function, and the second adds a necessary caveat and pointer to a more advanced tool. Every word earns its place, with no redundant or filler content.

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?

Given no output schema, the description clarifies the return types (covered/partial/gap counts and slug examples) and the heuristic nature. It could have mentioned potential error scenarios or exactly how the heuristic works, but for a read-only, idempotent tool with 2 parameters, it is sufficiently complete.

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?

The input schema provides 100% description coverage for both parameters, including details about the company_profile nested object and target_framework enum. The description states the high-level purpose but adds no new parameter-specific meaning beyond what the schema already defines, so the baseline of 3 is appropriate.

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 assesses compliance gaps, listing specific inputs (company profile, target framework) and the output (covered/partial/gap counts and slug examples). It uses a specific verb and resource, distinguishing it from siblings like generate_policy and map_controls.

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

Usage Guidelines4/5

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

The description provides clear usage context: it is an indicative, heuristic tool, and it explicitly points to Pyxis for severity-ranked gap registers. However, it does not directly compare against sibling tools such as search_controls or map_controls, so it falls short of a full when/when-not guidance.

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
Disambiguation5/5

Each tool has a clearly distinct purpose: search_controls finds controls, assess_gap performs gap analysis, map_controls crosswalks frameworks, and generate_policy creates policy documents. No overlapping boundaries.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with lowercase and underscores: assess_gap, generate_policy, map_controls, search_controls. No deviations.

Tool Count5/5

Four tools is well-scoped for a compliance-focused MCP server, covering search, analysis, mapping, and generation without unnecessary bloat.

Completeness4/5

The surface covers core workflows for compliance assessment and policy generation. A minor gap is that search is the only retrieval method and there is no direct 'get_control' tool, but search_controls with excerpts largely compensates.

Resources