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List Projects

list_projects
Read-only

List all projects in the active organization. Use this to browse projects or find a project id; for one project in full use get_project. Requires organization context (call set_context first).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
skipNoNumber of projects to skip (for pagination, default 0)
takeNoNumber of projects to return (default 50, max 100)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.5/5.0
Behavior4/5

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

The readOnlyHint annotation already covers the read-only nature, and the description adds the prerequisite of organization context, which is useful behavioral context beyond the annotation.

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 concise sentences that front-load the purpose and immediately provide usage guidance and the alternative tool, with no filler.

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

Completeness5/5

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

For a simple list operation, the description gives the essential context: scope, use case, alternative, and prerequisite. No output schema is needed and none is missing.

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 descriptions fully cover both parameters (skip, take) with defaults and maximum, and the description adds no extra parameter-specific semantics, matching the baseline for full schema coverage.

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?

Clearly states the tool lists projects in the active organization, and distinguishes itself from get_project which retrieves a single project in full.

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

Usage Guidelines5/5

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

Explicitly instructs when to use (browse projects or find an ID), when to use an alternative (get_project for one project in full), and the prerequisite (set_context first).

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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