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campaignstack_link_lead_profile

Idempotent

Attach a platform profile (LinkedIn or X) to an existing PRIVATE lead so one person is sequenceable across channels. Provide at least one of url, externalId, or handle. Fails with PROFILE_ALREADY_LINKED if the profile is attached to a different lead. API-key callers may only link profiles on private (workspace-scoped) leads. Global leads are read-only for user-supplied data.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlNoProfile URL (e.g. https://linkedin.com/in/jane or https://x.com/jane)
handleNoX handle (with or without @)
leadIdYesPrivate lead id (API-key callers may only link on private leads)
platformYesPlatform of the profile being linked
externalIdNoPlatform-native external id
workspaceIdNoDefaults to the API key's workspace

Schema Changelog

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

  1. First observed

TDQS

A4.6/5.0
Behavior5/5

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

Annotations already indicate a non-read-only, non-destructive, idempotent operation, and the description adds meaningful behavior beyond that: the PROFILE_ALREADY_LINKED failure mode, the restriction that API-key callers may only link private leads, and that global leads are read-only for user-supplied data. No contradiction with annotations.

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 dense sentences, front-loaded with the action and purpose, followed by input requirement, failure behavior, and permission constraints. Every sentence earns its place and there is no filler.

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 moderate-complexity mutation with six parameters and no output schema, the description covers intent, input requirements, failure mode, and authorization boundaries. It could additionally describe the successful result/return value, but the core information needed to select and invoke the tool correctly is present.

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%, so the baseline is 3. The description adds a valuable constraint not expressed in the JSON schema: at least one of url, externalId, or handle is required, even though only leadId and platform are marked required. This materially helps an agent avoid an invalid call.

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 ('Attach a platform profile') with a clear resource and scope ('existing PRIVATE lead'), and explains the outcome ('sequenceable across channels'). It is immediately distinguishable from the sibling unlink_lead_profile and other lead-related tools.

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?

Provides clear context: when to use (to link LinkedIn/X profiles to a private lead), a required input condition ('Provide at least one of url, externalId, or handle'), and caller restrictions. It does not explicitly name the alternative unlink_lead_profile or state 'use this instead of X', so it stops short of full when-to-use versus alternatives guidance.

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

A3.6/5.0
Disambiguation3/5

Many tools share the same verb prefix (create_, list_, update_, get_) across closely related resources, so pairs like add_lead_to_external_list vs add_lead_to_sequence, create_signal_agent vs create_signal_watch, and approve_review vs approve_content_post can be confused. The descriptions are unusually detailed and cross-referenced, which mitigates but does not eliminate the ambiguity inherent in a 282-tool surface.

Naming Consistency4/5

Virtually every tool follows the campaignstack_verb_noun snake_case pattern, which is highly predictable. Minor deviations exist: destructive operations mix remove_ and delete_ (remove_lead_list vs delete_campaign), AI generation uses both craft_ and generate_, and the seo_/search_console_ subdomains introduce a second prefix convention.

Tool Count1/5

282 tools is an extreme mismatch by any reasonable standard, exceeding the 50+ threshold by more than 5x. Even for a full B2B outreach platform, this surface is far too large and would be better consolidated into higher-level operations or grouped sub-servers.

Completeness4/5

The tool surface is impressively comprehensive, covering campaigns, workflows, leads, content, ads, SEO, integrations, billing, and more with CRUD-level depth. Minor gaps remain: no single-ICP getter, no direct pause/delete for search watches, and no explicit delete for ad campaigns (only archive via update).

Resources