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project.inspect

Read-onlyIdempotent

Inspect the evaluations and project keys available in the authenticated organization.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectKeyNoExact project key to filter the first 50 organization evaluations; omit to inspect that entire snapshot.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
deepLinkYesEvalGate web path or absolute URL for inspecting these results.
projectKeyYes
evaluationsYes
explanationYesHuman-readable interpretation and evidence limitations.
organizationIdYes
evaluationCountYesCount in this bounded snapshot, not a total across the organization.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive, and closed-world, so the safety profile is covered. The description adds the useful constraint that the tool operates on the authenticated organization, which is not in the annotations. It says nothing about result shape or limits beyond what the schema notes.

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?

One front-loaded sentence with no filler. Brief, but the brevity reflects thin content rather than wasted words.

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?

With an output schema present, return values need no explanation, and the single optional parameter is fully described in the schema. The description supplies the scope and auth context, which is about the right amount for a low-parameter, well-annotated read tool.

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%, and the single projectKey parameter is fully documented in the schema, including the "first 50 evaluations" filter behavior. The description adds no parameter detail beyond the schema, so baseline 3 applies.

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

Purpose3/5

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

States a verb ("inspect") and the resources (evaluations and project keys) within an organizational scope. However, "inspect" is vague about what actually happens, and the description does not differentiate this tool from the sibling evaluations.list, which likely overlaps heavily. Adequate but with clear ambiguity.

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?

No when-to-use guidance and no mention of alternatives such as evaluations.list or project.plan, despite those siblings existing. The agent must infer which tool to pick from the name alone.

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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