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CTlanston

visual-hunt-mcp

by CTlanston

Save Candidates JSON

save_candidates_json

Save candidate metadata from curated sources to your local working directory without downloading image files. Accepts an array or JSON string of candidates.

Instructions

Save candidate metadata under the current MCP working directory without downloading image files. candidates accepts either an array or a JSON-array string.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectNameYes
candidatesYes
Behavior3/5

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

Annotations already indicate non-read-only. The description adds that images are not downloaded, which is helpful but does not cover other behaviors like overwriting or error handling. No contradiction with annotations.

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 concise sentences: first states the core action and location, second clarifies the parameter flexibility. No unnecessary words.

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?

Covers key behavior and parameter type but lacks details on return value, success/failure, file naming, or idempotency. Adequate but not rich.

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?

The description adds value by explaining that 'candidates' accepts either an array or JSON string, which is not described in the schema. However, 'projectName' remains uncommented, and overall schema coverage is 0%.

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 saves candidate metadata to the MCP working directory and explicitly excludes downloading image files. This distinguishes it from sibling tools like download_candidate_images.

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 implies use for metadata-only saving without images, but does not explicitly give when/when-not guidance or name alternatives. Users must infer from sibling tool names.

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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