Italian B2B Lead Scoring, Ranking & JSON Decisions

it.machinesignalPublished by machinesignal.itOfficial publisherv1.0.1Updated Oct 27, 2026

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

VerifiedStreamable HTTPWeb executableData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

Remote MCP server that helps an assistant explore MachineSignal's MS-DEC-250 product for scoring, ranking and prioritizing Italian B2B lead lists into JSON…

What you can do
  • Map a structured B2B business need and check whether an Italian buyer fits the scoring product
  • Browse the canonical API product catalog and its stated safety boundaries
  • Preview a synthetic example of the JSON decisions produced for a lead list
  • Explain purchase prerequisites and prepare an order intent with endpoint, OpenAPI spec and a fillable template
When to use it
Use it when you want to evaluate whether MS-DEC-250 suits an existing Italian B2B company, domain, CRM or lead list, or to understand the JSON output and purchase steps before committing. It is a discovery and preparation layer, not a scoring engine you can run directly.
Requirements
A remote streamable HTTP endpoint; no package, environment variables or headers are declared. No authentication is declared. Network access to the provider's endpoint is needed.
Before you install
The tools are read-only and explicitly accept no buyer data and create no orders; keep real lead or CRM records out of these calls and use the synthetic example for previews. Purchase prerequisites are explained but checkout happens elsewhere, so review terms before any transaction.

Installation

In SourceWeft

  1. Open Italian B2B Lead Scoring, Ranking & JSON Decisions in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/it.machinesignal%2Fb2b-lead-scoring-ranking-italy/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "italian-b2b-lead-scoring-ranking-json-de": {
      "type": "http",
      "url": "https://mcp.machinesignal.it/lead-scoring"
    }
  }
}

Tools

6

map_business_need

Map a general B2B business need for product research

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.

Parameterscountryurgencyrecurrencebudget_bandneed_actionrequiredneed_domainrequiredneed_objectrequiredcustomer_typerequiredorigin_marketdesired_outputrequiredexisting_product_fit

get_product_catalog

Get MachineSignal product catalog

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.

Takes no parameters.

check_buyer_fit

Check MachineSignal buyer fit

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.

Parameterscountryrequiredprimary_needcustomer_typerequiredrequested_product_codehas_existing_company_listrequired

get_synthetic_example

Get a synthetic MachineSignal output example

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.

Parametersproduct_coderequired

get_purchase_requirements

Get controlled purchase requirements

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

Parametersproduct_coderequired

prepare_order_intent

Prepare a local MS-DEC-250 order-intent template

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.

Parametersproduct_coderequired

Version history

1
  1. v1.0.1LatestSep 16, 2026

Score

72% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts

    Publish an icon in the registry entry.

  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.

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