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montrellcruse

ServiceTitan MCP

export_jobs

Read-onlyIdempotent

Sync job records incrementally: provide a start date or token, then follow the continuation token and hasMore flag to retrieve the full feed for bulk updates.

Instructions

Read the incremental jobs 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?

It reveals feed behavior beyond the annotations: the need to continue with continueFrom while hasMore is true, waiting when hasMore is false, and the risk that includeRecentChanges repeats records. This complements the readOnly/idempotent hints without contradicting them.

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 sentences pack the purpose, iteration protocol, and a caveat with no filler. The main instruction is front-loaded before the parameter details.

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?

The description covers the full lifecycle of using the feed: how to start, when to continue, when to wait, and the key caveat about includeRecentChanges. With the output schema presumably documenting hasMore and continueFrom, nothing critical is missing.

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 coverage is 100%, but the description adds practical parameter semantics: from may be a date or omitted to start at the beginning, and includeRecentChanges trades potential duplicates for sooner results. This is meaningful extra context beyond the schema descriptions.

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 states a specific action and resource: 'Read the incremental jobs export feed for bulk synchronization.' This clearly distinguishes it from sibling exports like export_job_notes and export_job_history, which target different data.

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?

It provides clear context and operational guidance: start with a date or omit from, poll while hasMore is true, retain and wait when false. It does not explicitly name alternatives or exclusion conditions, but the bulk-synchronization purpose and pagination protocol make the intended usage clear.

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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