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Content Filter

ContentFilter
Read-only

Content Filter: Content Filter checks URLs against a comprehensive blocklist of 200,000+ domains categorized as ads-malware, fake news, gambling, adult content, or social media. Returns the specific category for blocked domains, plus every category a domain appears in across a 1.7M-domain index. (Cost: 2 credits)

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": {
      "url": "<url>"
    },
    "name": "ContentFilter"
  }
}

Input Schema

NameRequiredDescriptionDefault
urlYesThe URL or domain to check

Output Schema

NameRequiredDescriptionDefault
dataNo
errorNoError message, null on success
statusNo"ok" on success

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true and destructiveHint=false, so the safety profile is covered. The description does add genuinely useful context beyond that: the blocklist size (200,000+ domains), the backing index (1.7M domains), the category taxonomy, and a cost of 2 credits. It still doesn't cover latency, rate limits, or what a non-blocked result looks like (though an output schema exists).

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?

The core purpose is front-loaded in one sentence, with the category/return detail and the credit cost appended compactly. The text opens by restating the tool name ('Content Filter: Content Filter checks...'), which is mild waste, but overall the wording is dense and earns its space.

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 single-parameter read-only lookup with an output schema, this is largely complete: it names the data source, the categories, the index scale, and the credit cost. The main gap is routing guidance against the many overlapping filter/detector siblings.

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 `url` parameter, and the schema already states 'The URL or domain to check' with an example. The description says 'checks URLs' but adds no clarification on whether bare domains, subdomains, or paths are accepted, so it does not meaningfully improve on the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description gives a specific verb and resource (checks URLs against a blocklist of 200,000+ domains) and enumerates the exact categories checked, so the tool's function is unambiguous. It does not, however, distinguish itself from adjacent siblings such as PhishingDomainChecker, SpamDetector, NSFWImageDetector, or ProfanityFilter, leaving the agent to infer which one to pick.

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

Usage Guidelines2/5

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

There is no explicit when-to-use guidance, no when-not-to-use, and no named alternative despite several overlapping siblings in the catalog. Usage is only implied by the fact that it checks URLs against a category blocklist.

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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