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campaignstack_list_external_sequences

Read-only

List an external provider's sequences (provider-parameterized: apollo sequences, instantly campaigns; more providers extend the enum). Returns each sequence's id, name, and active status. Use the id as campaignId with campaignstack_add_lead_to_sequence or in an integration:add_to_sequence workflow node. Apollo also needs a sending mailbox: get one with campaignstack_list_external_email_accounts. Apollo requires a MASTER API key for sequence endpoints: a non-master key returns errorType master_key_required. Requires a connected integration for the provider (campaignstack_connect_apollo / campaignstack_connect_instantly).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
providerYesIntegration provider whose sequences to list.
workspaceIdNoWorkspace ID (required for user keys; workspace keys are bound)

Schema Changelog

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

  1. Changed1 schema field changed
    • changedInput schema / properties / workspaceId / description
      Previous value: -"Workspace ID (defaults to the bound workspace)"New value: +"Workspace ID (required for user keys; workspace keys are bound)"
  2. First observed

TDQS

A4.6/5.0
Behavior5/5

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

Beyond the annotations (readOnlyHint, openWorldHint, non-destructive), the description discloses valuable behavioral traits: the return contract (id, name, active status), a specific failure mode (non-master Apollo key returns errorType master_key_required), and the prerequisite that a connected integration must exist. This is genuinely additive context an agent needs to handle errors and prerequisites correctly.

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 dense but every sentence carries operational value: purpose, return shape, downstream usage, mailbox prerequisite, key-type error condition, and connection prerequisite. It is front-loaded with the core purpose and the later sentences build logically. Slightly long, but no filler.

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 tool with two parameters, a read-only annotation set, and no output schema, this description is remarkably complete. It compensates for the missing output schema by naming the returned fields, covers error conditions, prerequisites, and downstream workflow integration, and the schema handles the remaining parameter semantics.

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% (both provider and workspaceId are documented in the schema), so the baseline is 3. The description adds meaning by explaining that the provider enum is open-ended ('more providers extend the enum'), which is critical given the openWorldHint annotation, and clarifies the provider-parameterized behavior. This goes beyond what the schema alone communicates.

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 verb and resource ('List an external provider's sequences') and immediately scopes it with the provider parameterization (apollo sequences, instantly campaigns). It clearly differentiates from siblings like campaignstack_list_external_email_accounts and campaignstack_list_external_lead_lists by specifying exactly what is returned (sequence id, name, active status).

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?

The description gives actionable context: it chains the id forward to campaignstack_add_lead_to_sequence or the integration:add_to_sequence workflow node, points to campaignstack_list_external_email_accounts for the Apollo mailbox prerequisite, and states the connected-integration requirement (campaignstack_connect_apollo / campaignstack_connect_instantly). It lacks an explicit 'when not to use' statement against alternatives, but the provided routing makes the intended use 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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TDQS

A3.7/5.0
Disambiguation3/5

The set is enormous and generally well-differentiated through detailed cross-referenced descriptions, but several clusters blur together: archive/delete/remove have inconsistent permanence semantics (delete_campaign vs remove_signal_watch vs archive_campaign), create_connection_watch_agent explicitly overlaps with set_account_watcher, and the parallel draft-checkup and playbook-proposal flows (run_draft_checkup/get_draft_checkup/accept_draft_checkup vs propose_playbook_change/get_playbook_proposal/decide_playbook_proposal) present near-identical decision pipelines.

Naming Consistency4/5

Nearly every tool follows the campaignstack_<verb>_<noun> convention with disciplined get/list pairing and consistent verb choices (create/update/delete/pause/resume). Minor deviations like campaignstack_priority_enrich (adverb+verb) and campaignstack_whoami break the strict verb_noun pattern but are isolated and do not hinder navigation.

Tool Count1/5

223 tools is an extreme surface for any MCP server. Even though each tool maps to a distinct API operation and the underlying platform is broad, the scale far exceeds the 50+ threshold for an extreme mismatch and will overwhelm agents with selection overhead.

Completeness5/5

The surface is exhaustive for the LinkedIn outreach domain: full campaign/workflow/lead-list lifecycles, ICP and persona management, content scheduling and approvals, inbox and messaging, enrichment and integrations, signal watches and exclusions, review queues, playbook versioning, workspace admin, billing, and notifications. Minor gaps like a missing delete_lead or delete_company are explained by shared-data semantics, so no critical dead ends remain.

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