Skip to main content
Glama
pearllllllll

Husky Home Finder MCP Server

by pearllllllll

classify_submission

Classify a form's redacted submissions for human review. Provide submission text to analyze, or omit for mock data; AI labels are suggestions, not automatic decisions.

Instructions

Use GPT-5.6 to classify a form's redacted submissions for human review. Provide text to classify one new pasted submission; omit it to analyze mock data. AI labels are suggestions, never automatic decisions.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
formYes
textNo
Behavior4/5

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

No annotations provided, so description carries full burden. It discloses the AI model (GPT-5.6), that labels are suggestions only, and the mock data behavior. Could mention rate limits or authentication but covers key safety cues.

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?

Two sentences, no redundancy, front-loaded with purpose. Every sentence adds value.

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 simple classification tool with two params and no output schema, the description covers purpose, behavior, and parameter usage. Missing output format details, but sufficient for basic use.

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 0%, so description must compensate. It explains the 'text' parameter (optional, for new submission or mock data) but does not clarify the 'form' enum values beyond the schema itself. Partial compensation.

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 tool classifies a form's redacted submissions using GPT-5.6. It distinguishes from siblings (dedupe, extract, summarize) and specifies the action and resource 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?

The description gives operational guidance (provide text or omit for mock data) but does not compare with sibling tools or state when not to use this tool. Usage context is implied but not explicit.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/pearllllllll/Husky-Home-Finder-Submission-Reviewer'

If you have feedback or need assistance with the MCP directory API, please join our Discord server