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watch_account

Idempotent

Start tracking a creator so future calls can detect what changed. Creates a durable CreatorWatch + a baseline CreatorSnapshot capturing the creator's current viral DNA scores, format fingerprint, and top recent videos. Use when the user says 'track', 'watch', 'follow', 'keep an eye on' a creator/channel/handle. Idempotent — calling 'watch @same' twice with a fresh baseline in place returns the existing watch with credits_charged=0. Cost: 0 credits when a fresh existing watch snapshot or a compatible recent analyze_account cache can be reused. Otherwise a fresh baseline invokes analyze_account and costs 5 credits — this can happen even for an already-existing watch once freshness expires. Reuses the same 'analyze' permission as analyze_account — no new OAuth scope, no re-consent required.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
handleYesCreator handle (with or without @ prefix). Examples: "@mrbeast", "mrbeast".
platformYesPlatform the creator publishes on. Same platforms as analyze_account.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
statusNo
creatorNoNormalized "@handle" the watch is stored under
messageNo
platformNo
watch_idNo
data_age_daysNoAge in days of the newest video in the baseline
snapshot_countNoTotal snapshots stored for this watch so far
baseline_sourceNowatch_snapshot = existing CreatorWatch already had a fresh snapshot (0 credits); analysis_cache = recent analyze_account response reused to build a new baseline (0 credits); fresh = analyze_account invoked, 5 credits charged.
credits_chargedNo
baseline_created_atNoISO timestamp of the baseline snapshot

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.6/5.0
Behavior5/5

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

Annotations already declare idempotentHint=true and readOnlyHint=false, but the description adds substantial context beyond them: the exact cost model (0 credits on cache/watch reuse, 5 credits on a fresh baseline), the credits_charged=0 return signal, and reuse of the existing 'analyze' OAuth permission with no re-consent. This is richly disclosed behavioral detail an agent needs.

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?

Six sentences, all earning their place, with the core purpose front-loaded followed by usage triggers, idempotency, cost, and permissions. Slightly dense, but no wasted filler and information is ordered by importance.

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 tool with an output schema, the description need not explain return values; it covers everything else an agent needs — purpose, triggers, idempotency semantics, cost, and auth implications. Nothing material is missing.

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 description coverage is 100% and both parameters (handle, platform) are fully documented in the schema, including format examples and enum values. The description references 'watch @same' but adds no syntax or format detail beyond what the schema already provides, so the baseline 3 applies.

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?

States a specific verb+resource ('Start tracking a creator') and immediately names the artifacts it creates (durable CreatorWatch + baseline CreatorSnapshot). Distinguishes itself from siblings like analyze_account, list_watches, and get_changes by describing what it produces rather than merely restating its name.

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?

Gives explicit trigger phrases ('track', 'watch', 'follow', 'keep an eye on'), states idempotency conditions, and identifies the relationship to analyze_account (which it invokes for a fresh baseline). The agent knows both when to call it and what it will cost.

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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