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SpikeyCoder

Website Auditor MCP

by SpikeyCoder

Prioritized fixes

get_recommendations
Read-only

Get prioritized, actionable fixes to improve a website's AI visibility and audit scores. Returns ranked recommendations with 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. Requires a Website Auditor subscription ($10/month; eligible new customers get a 7-day free trial — payment method required, no charge until the trial ends) — if the user doesn't have one, call get_sample_audit first to show them the exact output format, free and with no API key.

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?

Annotations already indicate read-only and open-world behavior. The description adds meaningful context about the subscription requirement, payment terms, and the fallback flow, which are behavioral traits not visible in 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?

The description is efficiently structured with a clear purpose, usage triggers, return value, and pricing/fallback info. Every sentence adds value, and it is front-loaded with the core function.

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 with no output schema, the description fully covers what the tool does, what it returns, and the conditions for using it. It also informs the agent of a required subscription and a free alternative, making the context complete.

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 coverage is 100% with a clear description for the only parameter (domain). The description adds no further semantic detail beyond the schema, so the baseline of 3 is appropriate.

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's purpose: getting specific, prioritized fixes for AI visibility and audit scores. It distinguishes itself from siblings by linking to audits (run_audit) and offering a fallback to get_sample_audit, making its unique role explicit.

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?

The description gives explicit triggers ('how do I fix this,' 'what should I change') and states when to call an alternative (get_sample_audit) if the user lacks a subscription. This is excellent usage guidance.

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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