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list_projects

Read-onlyIdempotent

List all projects with indexing summaries. Find a project by name or check which exist.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
feedbackNoOptional: report how a previous answer worked out; piggybacks on any call.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds useful behavioral context by stating the tool returns all projects and includes indexing summaries, which goes beyond the annotations.

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 short sentences deliver the core function and use cases with no filler. The main action is front-loaded, and every word adds value.

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 list-all operation with safety annotations already provided, the description is mostly complete. It could clarify how 'find by name' works given there is no name parameter, but the core behavior is adequately specified.

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 the optional feedback parameter is already documented. The description does not add parameter-level meaning, and the phrase 'find a project by name' could misleadingly imply a name parameter exists when the schema contains none. Baseline 3 is appropriate given high schema coverage.

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 uses a specific verb and resource: 'List all projects with indexing summaries.' It clearly states the tool's core function and gives two concrete use cases, though it does not explicitly distinguish itself from sibling tool list_repositories.

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?

The description implies when to use the tool ('find a project by name or check which exist'), but it does not explain when to prefer an alternative like list_repositories or how the two tools differ. Usage guidance is present but implicit rather than explicit.

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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