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SpikeyCoder

Website Auditor MCP

by SpikeyCoder

Prioritized fixes

get_recommendations
Read-only

Get prioritized, actionable fixes to improve website AI visibility and audit scores, ranked by expected impact.

Instructions

Get specific, prioritized fixes to raise a website's AI visibility and audit scores. Use this when someone asks "how do I fix this," "what should I change," "how do I improve my AI visibility," or after an audit surfaces issues. Returns ranked actions with expected impact.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domainYesThe website domain, e.g. "example.com".
Behavior5/5

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

Description adds that it returns 'ranked actions with expected impact,' which goes beyond annotations (readOnlyHint, openWorldHint). No contradiction.

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 sentences: purpose, usage hint, output hint. No wasted words, front-loaded with key info.

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

Completeness5/5

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

For a simple one-parameter tool, the description covers when to use and what return format looks like. Output schema missing but description compensates.

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 (domain) with schema coverage 100%. Description does not add extra meaning, but baseline 3 is appropriate since schema fully describes it.

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 returns prioritized fixes for AI visibility and audit scores, with a specific verb and resource. It distinguishes from sibling tools like run_audit or get_report.

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

Usage Guidelines5/5

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

Explicitly provides scenarios for use: when users ask 'how do I fix this' or after an audit. This guides the agent to use the tool only for actionable fix requests.

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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