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Glama

agent-cold-email

inbox

Read-only

Unified reply inbox across mailboxes. Cursor-paginated → { threads[], nextCursor }; each row: threadId, campaignName, leadEmail, subject, mailboxEmail, label, lastEventType, markStatus. Filters: mailbox, campaign, label, read, includeNonreply (bounces/OOO, default true), archived (exclude|include|only). Use thread for one thread's history.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
readNo
labelNo
limitNo
cursorNo
mailboxNo
archivedNoexclude
campaignNo
includeNonreplyNo

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4.7/5.0
Behavior4/5

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

Annotations declare readOnlyHint=true, and the description confirms read-only behavior. It adds behavioral details like cursor-based pagination, the exact response fields, and default values for filters (includeNonreply, archived). No contradictions.

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?

The description is a single dense paragraph with no fluff. Every sentence adds value: pagination format, response fields, filters, and sibling tool recommendation. Well-structured and front-loaded.

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?

Despite no output schema, the description specifies the response structure. It covers all 8 parameters adequately, notes pagination behavior, and provides sibling differentiation. For a read-only list tool, it is complete.

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 description coverage is 0%, so the description compensates by explaining all filter parameters (mailbox, campaign, label, read, includeNonreply, archived) and their meanings (e.g., includeNonreply includes bounces/OOO, archived enum values). It adds value beyond the bare 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 is a 'Unified reply inbox across mailboxes' that lists threads, and distinguishes it from the sibling tool 'thread' by saying 'Use thread for one thread's history.' It provides a specific verb and resource.

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?

Explicit guidance on when to use this tool vs. the 'thread' tool is provided: 'Use thread for one thread's history.' The description also lists all available filters, helping the agent choose appropriate usage.

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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TDQS

A4.4/5.0
Disambiguation4/5

Most tools have distinct purposes, but pause/pause_all and metrics/campaign_results/list_campaigns have overlapping scopes. Descriptions clarify the differences, so ambiguity is low.

Naming Consistency4/5

Uses snake_case with a mix of verb_noun (list_campaigns) and noun_verb (infrastructure_status), but patterns are predictable. Minor inconsistency between setup_infrastructure and infrastructure_status.

Tool Count4/5

25 tools is at the upper bound for a focused server, but the domain (cold email automation) justifies the number. Each tool covers a distinct aspect of the workflow.

Completeness4/5

Covers account management, campaigns, leads, threads, infrastructure, webhooks, and dashboards. Missing resume for paused campaigns and delete for campaigns, but core operations are present.