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Keep prospects in the CRM

prospects_save
Idempotent

Add prospects the person keeps to the CRM: each one's company, and a contact (lead) with the person's name, title, work email and phone, tagged prospect, with why they fit in its notes. Leave prospect_ids out to keep all a search found. Prospects kept before are left as they are. Free.

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": {
      "search_id": "<search_id>"
    },
    "name": "prospects_save"
  }
}

Input Schema

NameRequiredDescriptionDefault
search_idYesThe call_id prospects_find answered with.
prospect_idsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=false, idempotentHint=true and destructiveHint=false, so safety is partly covered; the description still adds real value by spelling out the side effects (company record, contact with name/title/email/phone, prospect tag, notes containing the fit rationale) and confirming existing prospects are untouched, plus that the call is free.

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?

Dense but front-loaded: the primary action and record contents come first, then the optional-parameter rule, then idempotency, then cost. No filler sentences; every clause carries information about behavior or arguments.

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 two-parameter mutation with no output schema, the description covers what is created, what happens on repeat calls, and the cost model. The one gap is the return value — it does not say what the call reports back (e.g., created company/contact IDs), which matters since no output schema exists.

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 only 50% — prospect_ids has no schema description — but the description compensates by explaining its omit-to-keep-all semantics, including batching across a whole search. search_id is documented in the schema as the call_id from prospects_find, so both parameters are covered between the two sources.

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 concrete verb and resource: adds prospects into the CRM as a company plus a contact/lead with named fields. It is clearly a write-to-CRM operation, distinguishable from read siblings like prospects_list or prospects_get, though it never names the sibling it pairs with (prospects_find) explicitly.

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?

'Leave prospect_ids out to keep all a search found' gives actionable usage guidance for the optional parameter, and 'Prospects kept before are left as they are' sets expectations on re-runs. However, it never says when to choose this over prospects_prepare or other siblings, or what preconditions (an existing completed search) are required.

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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