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Read outreach

get_outreach
Read-onlyIdempotent

Outreach to people at companies (Premium): threads, people worth reaching with a drafted first email, suggestions, one message and the exact message a send would deliver, and Mailbox campaigns (one email each to the recruiter or hiring manager of many jobs) with their expected response, research, emails and approval. Actions: threads, cold_context, suggestions, get, preview, campaigns, campaign, campaign_targets, campaign_approval. Call with action "help" for each action's fields.

Input Schema

NameRequiredDescriptionDefault
actionYes
paramsNoFields for the action. Call with action "help" to list each action's fields.
campaign_idNoA campaign's id from get_outreach campaigns (campaigns[].id).
outreach_idNoAn outreach message or thread id from get_outreach.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • changedInput schema / properties / action / enum
      Previous value: -[
      -  "threads",
      -  "cold_context",
      -  "suggestions",
      -  "get",
      -  "preview",
      -  "help"
      -]New value: +[
      +  "threads",
      +  "cold_context",
      +  "suggestions",
      +  "get",
      +  "preview",
      +  "campaigns",
      +  "campaign",
      +  "campaign_targets",
      +  "campaign_approval",
      +  "help"
      +]
    • addedInput schema / properties / campaign_id
      Added value: +{
      +  "description": "A campaign's id from get_outreach campaigns (campaigns[].id).",
      +  "pattern": "^[a-f0-9]{32}$",
      +  "type": "string"
      +}
  2. Added

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already establish readOnlyHint, idempotentHint, and destructiveHint=false, so the safety profile is covered. Beyond that the description adds genuine context: the feature is Premium-gated (an entitlement requirement the agent otherwise cannot know), preview returns the exact wire message a send would deliver, and campaigns carry an approval state. Pagination and rate limits are not 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?

No filler sentences and the resource list is front-loaded before the action list and the help pointer. It loses a point for the run-on opening clause, which nests parentheticals so heavily that mapping prose back to individual actions takes effort.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a ten-action dispatcher with an opaque `params` object and no output schema, the description names every action and gives the agent a discovery mechanism, but field-level and return-shape semantics are deferred to a second 'help' call rather than described here. It is workable but leaves meaningful gaps for a tool of this complexity.

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 75% and the action enum is fully documented in the schema, so the baseline is 3. The description's real contribution is enumerating the valid actions in prose and pointing to action "help" as the discovery path for the free-form `params` object, but it adds no syntax or field detail beyond the schema for campaign_id/outreach_id.

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?

The description names the resource domain (outreach threads, cold-context people, suggestions, previews, mailbox campaigns) and enumerates the nine concrete actions, so an agent can tell what this tool covers without opening the schema. It is weaker on sibling differentiation: it never states that writes belong to manage_outreach, and the opening prose is a dense noun list rather than verb+resource.

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?

Usage is only implied by the action names and the parenthetical glosses ('the exact message a send would deliver' for preview). There is no explicit when-to-use vs. when-not, nor any routing to manage_outreach or send_email for the write/send cases. The one concrete usage hint is 'Call with action "help" for each action's fields'.

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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