AnythingLLM MCP Server

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

With no annotations provided, the description carries the full burden of behavioral disclosure. 'Create a new workspace' implies a write operation but doesn't specify what happens upon creation (e.g., default settings, permissions, or whether it's reversible). It lacks details on error conditions, rate limits, or authentication requirements, leaving significant gaps for an agent to understand the tool's behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise with just three words, front-loading the core action and resource. There's no wasted language or unnecessary elaboration, making it efficient for quick comprehension.

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

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

Given the complexity of a creation tool with no annotations and no output schema, the description is insufficient. It doesn't explain what the tool returns (e.g., workspace ID, success confirmation), error handling, or behavioral nuances. For a tool that likely modifies system state, more context is needed to be complete.

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

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

The input schema has 100% description coverage, with the 'name' parameter clearly documented as 'Name of the new workspace'. The description doesn't add any additional meaning beyond this, such as constraints on the name (e.g., length, uniqueness) or context about other implicit parameters. This meets the baseline for high schema coverage.

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

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

The description 'Create a new workspace' clearly states the verb ('Create') and resource ('workspace'), making the purpose immediately understandable. However, it doesn't differentiate from sibling tools like 'update_workspace' or 'get_workspace', which would require more specificity about what distinguishes creation from modification or retrieval.

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

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

The description provides no guidance on when to use this tool versus alternatives. It doesn't mention prerequisites (e.g., permissions needed), when not to use it (e.g., if a workspace already exists), or refer to sibling tools like 'list_workspaces' for checking existing workspaces or 'update_workspace' for modifications.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.