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create_organization

Create a new organization. The organization gets its own namespace (slug derived from the name). The creator becomes the organization owner. Use this when a user asks to create a namespace, organization, or workspace.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesOrganization name (e.g. 'Kangram', 'Acme Inc'). A namespace slug is derived from this.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden, and it does disclose two meaningful side effects: a namespace slug is derived from the name and the caller becomes owner. However, it omits auth/permission requirements, whether the name must be unique, what happens on slug collision, and whether the operation is reversible.

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?

Three short sentences, front-loaded with the action and followed by consequences and usage trigger. Every sentence carries distinct information with no boilerplate or repetition.

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 single-parameter create tool with no output schema, the description covers action, side effects, ownership outcome, and the usage trigger, which is enough to call it correctly. It could be more complete by noting permission requirements or name-uniqueness behavior, but nothing essential 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?

Only one parameter exists and the schema already documents it at 100% coverage, including the slug-derivation note that the description repeats. The description adds no new syntax, format, or constraint information beyond the schema, which is the expected baseline when the schema does the heavy lifting.

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 states a specific verb and resource ('Create a new organization') and immediately clarifies the aliases an agent may encounter ('namespace, organization, or workspace'), which is critical since sibling tools like list_namespaces and create_board use different terminology for the same domain. No competing create tool exists among the siblings, so an agent can route confidently.

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 final sentence gives explicit triggering context ('Use this when a user asks to create a namespace, organization, or workspace'), which resolves real vocabulary ambiguity in this toolset. It stops short of stating exclusions or prerequisites (e.g., plan limits, required role), so it is clear but not exhaustive.

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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