Italian B2B Lead Scoring, Ranking & JSON Decisions

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Score, rank and prioritize an existing Italian B2B lead list into explained JSON decisions.

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Copy this into your MCP client config:

{
  "mcpServers": {
    "Italian B2B Lead Scoring, Ranking & JSON Decisions": {
      "url": "https://mcp.machinesignal.it/lead-scoring",
      "transport": "streamable-http"
    }
  }
}

Measured tools (6)

• map_business_need read-only

  Map any structured B2B business need from Italy or a foreign market for aggregate product research. Italy remains the only commercial sales scope; foreign signals are research-only. The tool accepts only closed semantic fields and never creates a product or order.

  Parameters:

  • customer_type (required) — string — Only business demand is observed; this does not expand commercial eligibility.
  • need_domain (required) — string — Broad business domain of the requested capability; use other only when none applies.
  • need_action (required) — string — Primary action the machine wants the capability to perform.
  • need_object (required) — string — Business object or subject on which the action should operate.
  • desired_output (required) — string — Machine-readable or operational result the buyer wants.
  • country — string — Legacy 1.2.0 compatibility for Italian demand. Omit it when origin_market is supplied.
  • urgency — string — How soon the capability would be useful; defaults to exploratory.
  • recurrence — string — Whether the need is one-off, recurring or continuous; defaults to unknown.
  • budget_band — string — Optional coarse willingness-to-pay band in EUR; never send payment data.
  • origin_market — string — Self-declared coarse origin bucket used only for aggregate research; defaults to UNKNOWN_NOT_DECLARED. Foreign buckets never enable sales.
  • existing_product_fit — string — Whether an existing MachineSignal product appears to fit; defaults to unknown.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• get_product_catalog read-only

  Find an API product to score, classify, rank and prioritize an existing Italian B2B company or lead list into up to 250 explained JSON decisions. Returns the canonical catalog and permanent safety boundaries; read-only and no buyer data.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• check_buyer_fit read-only

  Check whether an Italian B2B buyer with an existing company, domain, CRM or lead list can use MS-DEC-250 to score, rank and prioritize up to 250 records. Coarse non-personal facts only; it creates no order.

  Parameters:

  • country (required) — string — Two-letter country code, for example IT.
  • customer_type (required) — string — Buyer type. MachineSignal accepts B2B only.
  • has_existing_company_list (required) — boolean — Whether the buyer already has a company, domain, CRM or lead list to evaluate.
  • primary_need — string — Optional non-personal demand category used only in ephemeral aggregate counters; never send free text or buyer data.
  • requested_product_code — string — Product being considered. Defaults to the entry product MS-DEC-250.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• get_synthetic_example read-only

  Preview the JSON produced when MachineSignal scores, classifies, ranks and prioritizes an Italian B2B lead list. Uses approved synthetic data only and creates no order.

  Parameters:

  • product_code (required) — string — Product whose approved synthetic output preview should be returned.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• get_purchase_requirements read-only

  Explain the machine-origin purchase prerequisites without accepting an order, returning checkout data or calling a provider.

  Parameters:

  • product_code (required) — string — Product whose controlled machine-origin purchase requirements should be returned.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• prepare_order_intent read-only

  Return the canonical endpoint, OpenAPI, 17 required fields and a locally fillable MS-DEC-250 template. It accepts no buyer data and never creates an order.

  Parameters:

  • product_code (required) — string — Entry product whose order-intent template should be prepared locally without submitting it.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

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