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ESP segmentation (bulk)

segment_esp
Read-onlyIdempotent

Split a list of domains by the email provider behind them (Google, Microsoft, or a security gateway) from their MX records. Sending Google-to-Google and Microsoft-to-Microsoft is one of the larger levers on inbox placement.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domainsYesDomains to segment.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, openWorld and non-destructive, so the safety profile is covered. The description adds one useful behavioral fact — segmentation is derived from MX records — but says nothing about how domains with no MX or an unrecognized provider are handled, nor about scale limits for bulk submission.

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?

Two sentences, front-loaded with the operation and its categorization, zero padding. The second sentence is motivational rather than operational but is short and justifies the tool's existence.

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 one-parameter read-only tool with full annotations and no output schema, this covers the essentials: what goes in, what buckets come out, and where the signal comes from. Edge-case behavior (unresolvable domains, unknown providers) is the main omission.

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% with a single required array parameter, so the schema carries the parameter documentation. The description reinforces the bulk-list nature ('a list of domains') but adds no format, size, or dedup guidance beyond that.

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?

States a specific verb (split) plus the resource (list of domains) and names the resulting buckets (Google, Microsoft, security gateway) and the data source (MX records). It is distinguishable from siblings like lookup_mx, though it never names that sibling explicitly to sharpen the boundary.

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 second sentence supplies a rationale for using the tool (Google-to-Google / Microsoft-to-Microsoft matching improves inbox placement), which implies the when. There is no explicit 'use this instead of lookup_mx when...' guidance and no stated preconditions or exclusions.

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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