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get_developer_profile

Fetch a creator's public profile and reputation data by username to evaluate credibility and activity in the Rotifer ecosystem.

Instructions

Get a creator's public profile and reputation data by username.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
usernameYesCreator username

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.19.1

TDQS

B3.4/5.0
Behavior3/5

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

No annotations exist, so the description carries the full behavioral burden. It does convey that the profile is 'public', implying no authentication is required, but says nothing about what happens for an unknown username, rate limits, or what 'reputation data' actually contains.

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?

A single front-loaded sentence with zero filler that states resource and lookup key immediately. It is efficient, though bordering on terse for a tool with no output schema.

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

Completeness3/5

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

For a simple one-parameter read tool this is minimally adequate, and 'profile and reputation data' hints at the return shape. However, with no output schema and no annotations, the description leaves the agent guessing about returned fields, error cases, and auth requirements.

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?

Schema description coverage is 100% and the single parameter is already documented as 'Creator username', so the schema does the heavy lifting. The description's 'by username' adds no syntax or format detail beyond the schema; baseline 3 is appropriate.

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?

States a specific verb ('Get') and resource ('creator's public profile and reputation data') with the lookup key ('by username'). The 'by username' phrasing implicitly separates it from the sibling get_my_reputation, but it never names that alternative explicitly.

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

Usage Guidelines3/5

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

Usage is only implied: the 'by username' qualifier suggests use this when you want someone else's profile rather than your own, sitting alongside siblings like get_my_reputation and get_gene_reputation. No explicit when-to-use or when-not-to-use guidance is given.

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