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agent-cold-email

list_leads

Read-only

List/export leads with their contact-level disposition, cursor-paginated. Returns { leads[], nextCursor }; each row: leadId, email, firstName, company, campaignId, campaignName, globalStatus, interestStatus, notes, tags, suppressed, lastEventType, lastEventTs, createdAt. Filters: campaign, interestStatus, suppressed, replied. This IS the export surface — paginate to dump the full book of business as JSON (no separate CSV endpoint). Use update_lead to write disposition, suppress_lead to opt an address out.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
cursorNo
repliedNo
campaignNo
suppressedNo
interestStatusNo

Schema Changelog

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

  1. Added

TDQS

A4.8/5.0
Behavior5/5

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

Annotations already declare readOnlyHint=true, and the description adds value by detailing cursor-pagination, return structure, and available filters. There is no contradiction; the behavior is fully disclosed.

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?

The description is about four sentences, front-loaded with action and pagination, followed by return structure, filters, and sibling guidance. It is efficient but could be slightly more concise by omitting the full field list (though no output schema exists).

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 list tool with 6 parameters, no output schema, and no nested objects, the description provides complete context: purpose, pagination method, return format, filters, and relationship to siblings. No gaps remain.

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 carries the burden. It lists four filters (campaign, interestStatus, suppressed, replied) that map to four of the six parameters. The remaining two (limit, cursor) are pagination parameters implied by 'cursor-paginated', but not explicitly described. This is sufficient but not perfect.

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 action (list/export leads) and the resource (leads with contact-level disposition). It distinguishes from siblings by mentioning update_lead and suppress_lead as alternatives for write operations, and explicitly notes this is the export surface without a separate CSV endpoint.

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?

The description provides explicit guidance on when to use this tool (for listing/exporting leads) and when to use alternatives (update_lead for writing disposition, suppress_lead for opting out). It also implies when to paginate to dump the full book.

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.