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bulk_generate_emails

Generate multiple personalized candidate emails in a single call. Use this for high-volume outreach batches (max 50 candidates) after a large screening job.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "job_id": "<job_id>",
      "candidate_ids": "<candidate_ids>",
      "type": "<type>"
    },
    "name": "bulk_generate_emails"
  }
}

Input Schema

NameRequiredDescriptionDefault
toneNoCommon tone for the batch.
typeYesCommon email type for the batch.
job_idYesThe job ID.
candidate_idsYesArray of candidate IDs to process (max 50).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed4 schema fields changed
    • changedInput schema / properties / candidate_ids / description
      Previous value: -"Array of candidate IDs (max 50)"New value: +"Array of candidate IDs to process (max 50)."
    • changedInput schema / properties / job_id / description
      Previous value: -"The job ID"New value: +"The job ID."
    • changedInput schema / properties / tone / description
      Previous value: -"Email tone"New value: +"Common tone for the batch."
    • changedInput schema / properties / type / description
      Previous value: -"Email type"New value: +"Common email type for the batch."
  2. First observed

TDQS

A3.7/5.0
Behavior3/5

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

No annotations are supplied, so the description carries the full burden. It does disclose a meaningful behavioral constraint (batch cap of 50) and that generation is batched, but leaves a critical ambiguity unresolved: whether emails are sent/queued immediately or merely drafted, and what happens if more than 50 IDs are passed.

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?

Two short sentences, purpose first, then the usage condition and limit. Every clause carries information and nothing is repeated or padded.

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?

All inputs are documented and the batch limit is covered, but with no output schema and no annotations the description could usefully say what a call returns (e.g. generated email records or IDs) and whether emails are delivered or drafted. Adequate but with a clear gap for a 4-parameter, 3-required batch tool.

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 description coverage is 100%, so all four parameters (job_id, candidate_ids, type, tone) are already documented, including enum values. The description only echoes the max-50 constraint that the schema already states, adding no new parameter meaning; baseline 3 applies.

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?

States a specific verb and resource ('Generate ... candidate emails') plus a distinguishing scope ('multiple ... in a single call'), which lets an agent tell it apart from the singular generate_email sibling. It stops short of explicitly naming that alternative, so it is clear rather than exemplary.

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?

'Use this for high-volume outreach batches (max 50 candidates) after a large screening job' gives an explicit usage condition and even a prerequisite (a large screening job). It does not state when to avoid it, e.g. that single-candidate outreach should use generate_email instead.

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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