Skip to main content
Glama

Independent AI Third-Party Audit

independent-ai-third-party-audit

Independent AI Third-Party Audit — Performs an independent third-party audit ([unverified] / [unverified] / [unverified] / [unverified] aligned) on system architecture, workflows, and compliance posture — delivers a formal audit report, risk map, and [unverified]. (8 MESH/call, a tool · audit)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputYesCapability-specific payload, e.g. agent-brain: {think:'...'}; agent-memory: {action:'store'|'recall', content|query}

TDQS

C2.9/5.0
Behavior3/5

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

Annotations include readOnlyHint=false and destructiveHint=false, which are consistent with this being a non-read-only but non-destructive operation. The description adds the cost '8 MESH/call' and indicates it produces an audit report, but the '[unverified]' placeholders leave key behavioral details unclear, and it does not disclose potential side effects or external interactions beyond what annotations imply.

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

Conciseness2/5

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

The description is a single long, cluttered sentence with repeated '[unverified]' placeholders and an odd trailing parenthetical '(8 MESH/call, a tool · audit)'. The structure is messy and not front-loaded; the core purpose is buried among placeholder text. It is under-specified rather than concise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has no output schema, so the description must explain return values, but it only vaguely mentions a report and risk map with an incomplete '[unverified]'. The input schema is generic and the description does not clarify what input to provide. Given the tool's complexity (a third-party audit), the description is insufficiently complete for an agent to use it correctly.

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 schema has one parameter 'input' with a description, giving 100% coverage, so the baseline is 3. The schema's description is generic ('Capability-specific payload') and includes examples for other tools, but it does not specify what the payload should be for this audit tool. The tool description adds no additional parameter meaning, so the schema remains the primary source.

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 clearly identifies the action ('Performs an independent third-party audit') and targets ('system architecture, workflows, and compliance posture'), and mentions deliverables (audit report, risk map). However, it is undermined by '[unverified]' placeholders that obscure the alignment standard and final output item, and it does not clearly differentiate from sibling tools like 'biz-analyze'.

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 gives no guidance on when to use this tool versus alternatives, no exclusions, and no prerequisites. It simply states what it does without contextualizing its appropriate use cases.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

TDQS

B3.4/5.0
Disambiguation2/5

Several tools have overlapping purposes: search and mesh_discover both enumerate the catalog, while biz-analyze, task-analysis, and task-orchestrate all produce structured plans from a described situation. This will cause agents to misselect between them despite otherwise distinct tools.

Naming Consistency2/5

Naming is inconsistent: mesh_* tools use snake_case, most capability tools use hyphenated lowercase names, and a few (fetch, search) are bare verbs. There is no single verb-object or noun-verb pattern that holds across the set.

Tool Count3/5

28 tools is on the heavy side, but the marketplace concept justifies including many callable capabilities. However, the mix of platform tools and unrelated utilities makes the surface feel cluttered and hard to navigate.

Completeness4/5

The core marketplace lifecycle is well covered: signup, discover, fetch, publish, delegate, refer, follow, subscribe, and balance. Minor gaps exist (no unpublish or edit for listings), but most agent workflows can proceed without dead ends.