Talandor
Public MCP report

Italian B2B Lead List Scoring, Ranking & JSON Decisions

https://mcp.machinesignal.it/mcp

Official Registry

Official Registry · it.machinesignal/discovery · Publisher namespace: it.machinesignal

Server checked today at 20:36 UTC

Displayed catalog: last complete observation from September 19

6 public tools observed. Tools were not executed. These tools come from the catalog observation above, not from the latest availability check.

Reachable

What Talandor observed

The server answered

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This is a public protocol and tools/list check, not a functional validation.

https://mcp.machinesignal.it/mcp
AvailabilityReachablemeasured
Tools6 public tools observedmeasured
CompatibilityEstimated from published client rules · not a hands-on testestimated

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    Compatibility evidence by assistant

    Compatibility is estimated from published configuration rules and is not a hands-on test in each client.

    Claude
    Observed 2025-11-25.
    Likely compatible · inferred
    Cursor
    Streamable HTTP and public HTTPS were observed.
    Likely compatible · inferred
    ChatGPT
    Public tool names, descriptions and schemas were observed. Plan and workspace access still apply.
    Likely compatible · inferred
    VS Code
    Public remote HTTP configuration can be assessed.
    Likely compatible · inferred
    Generic MCP
    Observed 2025-11-25.
    Likely compatible · inferred

    Rule evidence: Remote HTTPS rule v0.2 · reviewed 2026-09-12 · Remote HTTP rule v0.2 · reviewed 2026-09-12 · Remote app rule v0.2 · reviewed 2026-09-12 · Protocol and transport rule v0.2 · reviewed 2026-09-12

    Check details

    What changed

    No earlier complete public snapshot yet. Watch would start a baseline on the next complete check.

    Server-provided content. Tool names, descriptions and schemas below are copied from the MCP server. They may be in another language. Talandor does not translate or verify them.
    Tools and declared exposure

    Server annotations are declarations, not verified behavior.

    Show 6 of 6 server-provided tool definitions
    check_buyer_fit
    Declared read-only
    Show server-provided details
    Check MachineSignal buyer fit
    Server description (copied; language not verified)
    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.
    Input schema (server-provided preview — do not copy)
    {
      "type": "object",
      "$schema": "http://json-schema.org/draft-07/schema#",
      "required": [
        "country",
        "customer_type",
        "has_existing_company_list"
      ],
      "properties": {
        "country": {
          "type": "string",
          "maxLength": 2,
          "minLength": 2,
          "description": "Two-letter country code, for example IT."
        },
        "primary_need": {
          "enum": [
            "score_existing_company_list",
            "discover_target_companies",
            "prioritize_leads",
            "market_potential_analysis",
            "deep_company_analysis",
            "build_actionable_campaign",
            "crm_workflow_automation",
            "monitor_market_changes",
            "competitor_analysis",
            "other_structured_b2b_need"
          ],
          "type": "string",
          "description": "Optional non-personal demand category used only in ephemeral aggregate counters; never send free text or buyer data."
        },
        "customer_type": {
          "enum": [
            "B2B",
            "B2C"
          ],
          "type": "string",
          "description": "Buyer type. MachineSignal accepts B2B only."
        },
        "requested_product_code": {
          "enum": [
            "MS-DEC-250",
            "MS-ACT-25"
          ],
          "type": "string",
          "description": "Product being considered. Defaults to the entry product MS-DEC-250."
        },
        "has_existing_company_list": {
          "type": "boolean",
          "description": "Whether the buyer already has a company, domain, CRM or lead list to evaluate."
        }
      },
      "additionalProperties": false
    }
    get_product_catalog
    Declared read-only
    Show server-provided details
    Get MachineSignal product catalog
    Server description (copied; language not verified)
    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.
    Input schema (server-provided preview — do not copy)
    {
      "type": "object",
      "$schema": "http://json-schema.org/draft-07/schema#",
      "properties": {},
      "additionalProperties": false
    }
    get_purchase_requirements
    Declared read-only
    Show server-provided details
    Get controlled purchase requirements
    Server description (copied; language not verified)
    Explain the machine-origin purchase prerequisites without accepting an order, returning checkout data or calling a provider.
    Input schema (server-provided preview — do not copy)
    {
      "type": "object",
      "$schema": "http://json-schema.org/draft-07/schema#",
      "required": [
        "product_code"
      ],
      "properties": {
        "product_code": {
          "enum": [
            "MS-DEC-250",
            "MS-ACT-25"
          ],
          "type": "string",
          "description": "Product whose controlled machine-origin purchase requirements should be returned."
        }
      },
      "additionalProperties": false
    }
    get_synthetic_example
    Declared read-only
    Show server-provided details
    Get a synthetic MachineSignal output example
    Server description (copied; language not verified)
    Preview the JSON produced when MachineSignal scores, classifies, ranks and prioritizes an Italian B2B lead list. Uses approved synthetic data only and creates no order.
    Input schema (server-provided preview — do not copy)
    {
      "type": "object",
      "$schema": "http://json-schema.org/draft-07/schema#",
      "required": [
        "product_code"
      ],
      "properties": {
        "product_code": {
          "enum": [
            "MS-DEC-250",
            "MS-ACT-25"
          ],
          "type": "string",
          "description": "Product whose approved synthetic output preview should be returned."
        }
      },
      "additionalProperties": false
    }
    map_business_need
    Declared read-only
    Show server-provided details
    Map a general B2B business need for product research
    Server description (copied; language not verified)
    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.
    Input schema (server-provided preview — do not copy)
    {
      "type": "object",
      "$schema": "http://json-schema.org/draft-07/schema#",
      "required": [
        "customer_type",
        "desired_output",
        "need_action",
        "need_domain",
        "need_object"
      ],
      "properties": {
        "country": {
          "type": "string",
          "const": "IT",
          "description": "Legacy 1.2.0 compatibility for Italian demand. Omit it when origin_market is supplied."
        },
        "urgency": {
          "enum": [
            "exploratory",
            "this_quarter",
            "this_month",
            "immediate"
          ],
          "type": "string",
          "description": "How soon the capability would be useful; defaults to exploratory."
        },
        "recurrence": {
          "enum": [
            "one_off",
            "recurring",
            "continuous",
            "unknown"
          ],
          "type": "string",
          "description": "Whether the need is one-off, recurring or continuous; defaults to unknown."
        },
        "budget_band": {
          "enum": [
            "unknown",
            "under_50_eur",
            "50_199_eur",
            "200_499_eur",
            "500_1999_eur",
            "2000_plus_eur"
          ],
          "type": "string",
          "description": "Optional coarse willingness-to-pay band in EUR; never send payment data."
        },
        "need_action": {
          "enum": [
            "discover",
            "collect",
            "extract",
            "classify",
            "score",
            "rank",
            "analyze",
            "compare",
            "predict",
            "monitor",
            "alert",
            "generate",
            "validate",
            "reconcile",
            "automate",
            "integrate",
            "optimize",
            "audit",
            "explain",
            "recommend",
            "decide",
            "other"
          ],
          "type": "string",
          "description": "Primary action the machine wants the capability to perform."
        },
        "need_domain": {
          "enum": [
            "sales_marketing",
            "research_intelligence",
            "finance_administration",
            "procurement_supply",
            "operations_logistics",
            "customer_service",
            "data_analytics",
            "software_it",
            "security_risk",
            "legal_compliance",
            "hr_people",
            "product_innovation",
            "industry_specialized",
            "cross_functional",
            "other"
          ],
          "type": "string",
          "description": "Broad business domain of the requested capability; use other only when none applies."
        },
        "need_object": {
          "enum": [
            "companies",
            "markets",
            "competitors",
            "customers",
            "leads",
            "documents",
            "transactions",
            "products",
            "suppliers",
            "workflows",
            "systems",
            "datasets",
            "regulations",
            "communications",
            "workforce",
            "physical_assets",
            "other"
          ],
          "type": "string",
          "description": "Business object or subject on which the action should operate."
        },
        "customer_type": {
          "type": "string",
          "const": "B2B",
          "description": "Only business demand is observed; this does not expand commercial eligibility."
        },
        "origin_market": {
          "enum": [
            "IT",
            "EU_NON_IT",
            "EXTRA_EU",
            "UNKNOWN_NOT_DECLARED"
          ],
          "type": "string",
          "description": "Self-declared coarse origin bucket used only for aggregate research; defaults to UNKNOWN_NOT_DECLARED. Foreign buckets never enable sales."
        },
        "desired_output": {
          "enum": [
            "api_response",
            "dataset",
            "ranked_list",
            "score",
            "report",
            "alert",
            "recommendation",
            "decision",
            "document",
            "content",
            "workflow",
            "integration",
            "automation",
            "dashboard",
            "other"
          ],
          "type": "string",
          "description": "Machine-readable or operational result the buyer wants."
        },
        "existing_product_fit": {
          "enum": [
            "MS-DEC-250",
            "MS-ACT-25",
            "partial",
            "none",
            "unknown"
          ],
          "type": "string",
          "description": "Whether an existing MachineSignal product appears to fit; defaults to unknown."
        }
      },
      "additionalProperties": false
    }
    prepare_order_intent
    Declared read-only
    Show server-provided details
    Prepare a local MS-DEC-250 order-intent template
    Server description (copied; language not verified)
    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.
    Input schema (server-provided preview — do not copy)
    {
      "type": "object",
      "$schema": "http://json-schema.org/draft-07/schema#",
      "required": [
        "product_code"
      ],
      "properties": {
        "product_code": {
          "type": "string",
          "const": "MS-DEC-250",
          "description": "Entry product whose order-intent template should be prepared locally without submitting it."
        }
      },
      "additionalProperties": false
    }
    Evidence and limitations

    Method: anonymous Streamable HTTP probe. We never invoke a tool.

    Attempted protocols: 2026-07-28, 2025-11-25

    Protocol2025-11-25
    TransportStreamable HTTP
    AuthNo authentication challenge observed
    EvidencePublic contract observed
    Total latency11014 ms
    Response bytes26362

    No diagnostic errors.

    Observation history
    Operational
    2025-11-25 · 6 tools
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    Operational
    2025-11-25 · 6 tools
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    Operational
    2025-11-25 · 6 tools
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    Operational
    2025-11-25 · 6 tools
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    Operational
    2025-11-25 · 6 tools
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    Operational
    2025-11-25 · 6 tools
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    Complete public contract · 2025-11-25 · 6 tools
    e8b21b8f7be4

    Deep monitoring eligibility

    Eligible for deep monitoring

    A complete public tools/list contract was observed, so a future deep-monitoring baseline can be compared safely.

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