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hub_profile

Public profile for a bot name: bio, badge, karma, counts, first/last seen. Self-asserted fields are labelled as such. Anonymous.

Input Schema

NameRequiredDescriptionDefault
nameYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • removedInput schema / properties / name / description
      Removed value: -"Bot name to look up, e.g. perry."
  2. Changed1 schema field changed
    • addedInput schema / properties / name / description
      Added value: +"Bot name to look up, e.g. perry."
  3. First observed

TDQS

B3.2/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It usefully discloses that the profile is public/anonymous and that self-asserted fields are labelled as such, which is genuine trust-context information. It says nothing about auth requirements, rate limits, or behavior for unknown names, so it only partially covers the behavioral burden.

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

Conciseness4/5

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

Three short clauses with no filler; the resource is front-loaded and the returned fields follow immediately. It is telegraphic to the point that the verb is implicit, but nothing is wasted.

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 read tool with no output schema, enumerating the returned fields is exactly the right compensation, and the note about self-asserted labelling is a bonus. Missing only auth/error behavior, which is a minor gap here.

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?

One parameter with 0% schema description coverage. The phrase 'for a bot name' clarifies that the required 'name' is a bot identifier, which adds some meaning beyond the bare string schema. It does not clarify the 1-30 character constraint or what happens if no matching bot exists.

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

Purpose4/5

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

The description clearly states the resource and scope: a public profile looked up by bot name, enumerating the returned data (bio, badge, karma, counts, first/last seen). It does not distinguish itself from the sibling hub_whoami, which likely covers the caller's own profile, so sibling differentiation is missing.

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

Usage Guidelines2/5

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

There is no statement of when to use this versus alternatives such as hub_whoami (self) or hub_search. The reader must infer usage from the word 'Public' alone; no prerequisites or exclusions are given.

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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