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generate_remediation_kit

Generate ready-to-deploy AI Search & AEO remediation files (compliant /robots.txt, Cloudflare WAF skip rule, /llms.txt manifest, and linked Organization + WebSite JSON-LD @graph) for any domain, plus a direct link to unlock the deep /llms-full.txt corpus.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "domain": "<domain>"
    },
    "name": "generate_remediation_kit"
  }
}

Input Schema

NameRequiredDescriptionDefault
domainYesTarget domain name to generate remediation files for (e.g. "yourcompany.com").

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.6/5.0
Behavior3/5

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

With no annotations, the description bears full behavioral burden; it does usefully signal that files are "ready-to-deploy" (i.e., generated, not applied to the live site) and that a separate deep corpus exists behind a link. However, it never says whether the call mutates any stored state, needs authentication, or is rate-limited, which are meaningful gaps for a generator with zero annotation coverage.

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?

One dense sentence with the artifact list front-loaded after the verb; no filler. It is slightly overstuffed by the trailing "plus a direct link to unlock the deep /llms-full.txt corpus" clause, which mixes a secondary upsell into the core statement.

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 generator with no output schema, the description should say what the response actually contains — generated file contents, download URLs, or a checkout link. It hints at a link but remains ambiguous, and the relationship to create_fix_kit_checkout is unexplained.

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% for the single `domain` parameter, so the schema already carries the meaning and the description only adds "for any domain." Baseline 3 applies when the schema does the heavy lifting.

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 opens with a specific verb+resource pair ("Generate ... remediation files") and enumerates the exact artifacts produced: /robots.txt, a Cloudflare WAF skip rule, /llms.txt, and Organization + WebSite JSON-LD @graph. This is concrete enough to distinguish it from siblings like audit_domain and validate_robots_txt, which inspect rather than generate.

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 phrase "for any domain" implies usage context but never states when an agent should pick this over audit_domain or create_fix_kit_checkout, nor any prerequisites. Usage must be inferred from the output artifacts rather than from explicit routing 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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