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Remove from enrichment

unenroll_leads
Destructive

Remove leads from automatic enrichment. Free and immediate; a removed lead keeps its last reading and its history, and frees room in the plan.

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": {
      "result_ids": "<result_ids>"
    },
    "name": "unenroll_leads"
  }
}

Input Schema

NameRequiredDescriptionDefault
result_idsYesLead ids to remove from automatic enrichment

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare destructiveHint=true, non-idempotent, readOnly=false, so the description need not restate safety; it adds real value by clarifying this is free and immediate and that a removed lead keeps its last reading and history, meaning removal stops future enrichment rather than deleting data. It does not say whether re-enrollment restores enrichment or what happens if a job is in flight.

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?

Two sentences with the core action front-loaded; the 'Free and immediate' clause is terse but carries cost/latency information rather than being filler.

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?

Mostly sufficient for a one-parameter mutation with strong annotations, but gaps remain around reversibility, re-enrollment behavior, and any cap on how many result_ids can be passed.

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 100% and the sole parameter result_ids is documented in the schema itself; the description adds nothing about batching limits or ID validation, so baseline 3 applies.

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?

Specific verb (remove) plus resource (leads from automatic enrichment); it reads as the inverse of enroll_leads and is clearly distinct from enrich_leads and search_leads.

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?

Implies when to use it — when automatic enrichment is unwanted and plan room is needed — but never names the inverse enroll_leads as the alternative, and gives no when-not-to-use conditions such as removing mid-job.

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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