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montrellcruse

ServiceTitan MCP

export_memberships

Read-onlyIdempotent

Synchronize membership data incrementally by fetching the export feed. Start with a date or continuation token, then follow continueFrom while hasMore is true, and pause before polling again.

Instructions

Read the incremental memberships export feed for bulk synchronization. Start with a date or omit from to start at the beginning of the feed, continue immediately with continueFrom while hasMore is true, and when false retain it and wait before polling again. includeRecentChanges may return records sooner but can repeat them.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
fromNoContinuation token or date string for incremental export
includeRecentChangesNoInclude recent changes not yet committed

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changedv3.0.0
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "$schema": "http://json-schema.org/draft-07/schema#",
      +  "additionalProperties": true,
      +  "properties": {},
      +  "type": "object"
      +}
  2. First observedv2.5.1

TDQS

A4.7/5.0
Behavior5/5

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

Annotations already declare readOnly, idempotent, and non-destructive behavior; the description adds meaningful behavioral detail beyond that: pagination semantics, polling/waiting, and the duplicate risk of includeRecentChanges. No contradiction with 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?

Three tight sentences with no filler. The purpose is front-loaded, and the remaining sentences pack the entire pagination protocol into minimal words.

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?

Provides everything needed to use the feed correctly: how to start, continue, stop, when to wait, and the consistency caveat. With an output schema present, return-structure details do not need to be repeated in the description.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema already covers both parameters fully, and the description supplements this by explaining how to use 'from' as a date or omitted start point and the trade-off of includeRecentChanges (sooner but repeatable). Minor ambiguity: it references 'continueFrom' while the input schema uses 'from', though the intended feed-back loop is inferable.

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 and resource: 'Read the incremental memberships export feed for bulk synchronization.' The 'incremental ... feed' wording clearly distinguishes it from static membership list or other export tools in the sibling list.

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

Usage Guidelines4/5

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

Gives an explicit, actionable protocol: start with a date or omit from, follow continueFrom while hasMore is true, then retain and wait. It clearly states the intended use case (bulk synchronization), though it does not explicitly name alternatives or when-not conditions.

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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