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project_list

Retrieve a list of all projects including members, memory count, and last activity to identify active projects, team assignments, and shared context.

Instructions

List all projects with their members, memory count, and last activity.

Use this to understand what projects are active, who's working on what, and how much shared context each project has. Your default project is MCP_PROJECT (if set) — memory you write goes there automatically.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

No annotations provided, so description must disclose behavior. It mentions return fields (members, memory count, last activity) and default project behavior, but does not clarify if it includes all projects or only accessible ones, nor any side effects or permissions.

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?

Extremely concise: first sentence states core action, second paragraph adds usage context. No 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?

Output schema exists, so description does not need to detail return values. It covers key aspects (members, memory count, last activity). Could mention scope (all versus accessible projects).

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

No parameters in input schema. Baseline score of 4 applies since description is not required to add parameter information.

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?

Description clearly states it lists all projects with members, memory count, and last activity. It is distinct from sibling tools like project_members (specific project) and task_list (tasks).

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?

Explicitly says 'Use this to understand what projects are active, who's working on what, and how much shared context each project has.' However, it does not mention when not to use it or alternatives.

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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