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andreperez

AnythingLLM MCP Server

by andreperez

anythingllm_list_workspaces

Read-onlyIdempotent

Lists all workspaces in the AnythingLLM instance, providing their slugs, settings, and thread information.

Instructions

List all workspaces in the AnythingLLM instance with their slugs, settings, and thread info.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint, so the description does not need to restate safety. It adds valuable context beyond annotations by specifying the output fields and the 'all' scope, though it omits any caveats like pagination or authentication requirements.

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?

The description is a single, well-structured sentence that front-loads the action and resource, and lists the returned data. No wasted words.

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?

Given the tool's simplicity (no parameters, strong annotations, and an output schema), this description fully covers the purpose and scope. The mention of slugs, settings, and thread info rounds out the context.

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?

The tool has zero parameters, so the description carries no parameter burden. The baseline 4 applies as there is nothing to explain beyond the schema, which is already complete.

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?

The description clearly states the action ('List'), the resource ('all workspaces'), and the specific data returned ('slugs, settings, and thread info'). This directly distinguishes it from siblings like get_workspace which retrieves a single workspace.

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?

The purpose implies a clear use case: enumerating all workspaces. However, it does not explicitly mention when not to use it or suggest alternatives (e.g., 'for a single workspace, use get_workspace'), so it lacks explicit exclusions but provides clear context.

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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