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cameronrye

AT Protocol MCP Server

by cameronrye

analyze_moderation_status

Retrieve moderation status, content labels, and personal moderation state (blocks, mutes) for a user or post using DID or AT-URI.

Instructions

Analyze moderation status of a post or user. Returns content labels, moderation decisions, and personal moderation state (blocks, mutes). Subject can be a DID (for users) or AT-URI (for posts).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
subjectYes
includeLabelsNo
Behavior3/5

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

No annotations are provided, so the description carries the burden. It mentions return types and input formats, but lacks disclosure on side effects, auth needs, or rate limits. It is assumed read-only but not stated.

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, front-loaded with the core purpose and key details, with no wasted 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?

Given no output schema and no annotations, the description covers purpose and acceptable inputs but does not elaborate on the structure of 'content labels', 'moderation decisions', or 'personal moderation state', leaving gaps in expected output detail.

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 has 0% coverage; the description adds meaning for 'subject' (DID or AT-URI) but does not describe 'includeLabels' beyond its schema definition. Partial improvement over schema.

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 analyzes moderation status of a post or user, specifying return types (content labels, decisions, personal state) and acceptable subject formats (DID for users, AT-URI for posts). This distinguishes it from siblings like analyze_engagement.

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 usage when needing moderation info, but it does not explicitly state when to use or avoid this tool, nor does it suggest alternatives among the many sibling tools.

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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