Koskamo

MachineSignal MCP

This MCP server provides read-only discovery and order preparation for Italian B2B lead list scoring and ranking. It allows agents to receive up to 250 scored JSON decisions with reasons, confidence scores, and auditable next routes for CRM systems and workflow automation, specifically targeting the Italian B2B market.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

MachineSignal MCP logo, by MachineSignalVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-06Operated by MachineSignal
MCP endpoint (Streamable HTTP)
https://mcp.machinesignal.it/mcp
Vendor documentation

What its tools do

6 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Read-only (6)

6 of 6 have a description · 6 of 6 declare behavior hints · 5 of 5 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Passed Official MCP Registry namespace is tied to machinesignal.it ·
  • Passed Endpoint is on the registry namespace domain ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Rank and prioritize an existing Italian B2B company or lead list
  • Return up to 250 scored JSON decisions with reasons and next routes
  • Perform read-only discovery and order preparation for CRM systems

Source and maintenance

Vendor evidenceRegistry 1.3.4
mcp-registry: it.machinesignal/discovery@1.3.4Project website

Protocol and capabilities

Server
machinesignal-discovery 1.3.4
MCP protocol negotiated in check
2025-11-25
Tools
6 advertised
Resources
5 advertised
Resource templates
0 advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": true
  },
  "resources": {
    "listChanged": true
  }
}

Tools

6 advertised

map_business_need — Map a general B2B business need for product research
Advertised by the server during the last successful anonymous check.
Advertised 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.

map_business_need input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "customer_type",
    "need_domain",
    "need_action",
    "need_object",
    "desired_output"
  ],
  "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
}
map_business_need output schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "mapping_status",
    "scope",
    "origin_market",
    "market_verification",
    "commercial_eligibility",
    "need_signature",
    "existing_product_fit",
    "potential_product_gap",
    "signal_type",
    "free_text_accepted",
    "buyer_data_accepted",
    "persists_data",
    "product_created",
    "order_created",
    "checkout_url_returned",
    "provider_call_enabled",
    "boundaries"
  ],
  "properties": {
    "scope": {
      "enum": [
        "B2B_Italy_general_business_need",
        "B2B_global_demand_research_sales_italy_only"
      ],
      "type": "string"
    },
    "boundaries": {
      "type": "object",
      "required": [
        "mode",
        "b2b_italy_only",
        "accepts_buyer_data",
        "persists_data",
        "order_tool_exposed",
        "checkout_url_exposed",
        "provider_reference_loaded",
        "provider_call_enabled",
        "payment_enabled",
        "invoice_enabled",
        "sdi_enabled",
        "wise_payout_enabled",
        "external_outreach_enabled",
        "marketplace_publication_enabled"
      ],
      "properties": {
        "mode": {
          "type": "string",
          "const": "public_read_only_discovery",
          "description": "Public discovery mode; never an order-processing surface."
        },
        "sdi_enabled": {
          "type": "boolean",
          "const": false
        },
        "persists_data": {
          "type": "boolean",
          "const": false
        },
        "b2b_italy_only": {
          "type": "boolean",
          "const": true,
          "description": "Only Italian B2B buyers are in commercial scope."
        },
        "invoice_enabled": {
          "type": "boolean",
          "const": false
        },
        "payment_enabled": {
          "type": "boolean",
          "const": false
        },
        "accepts_buyer_data": {
          "type": "boolean",
          "const": false
        },
        "order_tool_exposed": {
          "type": "boolean",
          "const": false
        },
        "wise_payout_enabled": {
          "type": "boolean",
          "const": false
        },
        "checkout_url_exposed": {
          "type": "boolean",
          "const": false
        },
        "provider_call_enabled": {
          "type": "boolean",
          "const": false
        },
        "external_outreach_enabled": {
          "type": "boolean",
          "const": false
        },
        "provider_reference_loaded": {
          "type": "boolean",
          "const": false
        },
        "marketplace_publication_enabled": {
          "type": "boolean",
          "const": false
        }
      },
      "description": "Permanent safety boundaries of the public MCP discovery server.",
      "additionalProperties": false
    },
    "signal_type": {
      "type": "string",
      "const": "ephemeral_aggregate_only"
    },
    "order_created": {
      "type": "boolean",
      "const": false
    },
    "origin_market": {
      "enum": [
        "IT",
        "EU_NON_IT",
        "EXTRA_EU",
        "UNKNOWN_NOT_DECLARED"
      ],
      "type": "string"
    },
    "persists_data": {
      "type": "boolean",
      "const": false
    },
    "mapping_status": {
      "type": "string",
      "const": "structured_need_mapped_no_product_created"
    },
    "need_signature": {
      "type": "object",
      "required": [
        "origin_market",
        "domain",
        "action",
        "object",
        "output",
        "urgency",
        "recurrence",
        "budget_band"
      ],
      "properties": {
        "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"
        },
        "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"
        },
        "object": {
          "enum": [
            "companies",
            "markets",
            "competitors",
            "customers",
            "leads",
            "documents",
            "transactions",
            "products",
            "suppliers",
            "workflows",
            "systems",
            "datasets",
            "regulations",
            "communications",
            "workforce",
            "physical_assets",
            "other"
          ],
          "type": "string"
        },
        "output": {
          "enum": [
            "api_response",
            "dataset",
            "ranked_list",
            "score",
            "report",
            "alert",
            "recommendation",
            "decision",
            "document",
            "content",
            "workflow",
            "integration",
            "automation",
            "dashboard",
            "other"
          ],
          "type": "string"
        },
        "urgency": {
          "enum": [
            "exploratory",
            "this_quarter",
            "this_month",
            "immediate"
          ],
          "type": "string"
        },
        "recurrence": {
          "enum": [
            "one_off",
            "recurring",
            "continuous",
            "unknown"
          ],
          "type": "string"
        },
        "budget_band": {
          "enum": [
            "unknown",
            "under_50_eur",
            "50_199_eur",
            "200_499_eur",
            "500_1999_eur",
            "2000_plus_eur"
          ],
          "type": "string"
        },
        "origin_market": {
          "enum": [
            "IT",
            "EU_NON_IT",
            "EXTRA_EU",
            "UNKNOWN_NOT_DECLARED"
          ],
          "type": "string"
        }
      },
      "additionalProperties": false
    },
    "product_created": {
      "type": "boolean",
      "const": false
    },
    "free_text_accepted": {
      "type": "boolean",
      "const": false
    },
    "buyer_data_accepted": {
      "type": "boolean",
      "const": false
    },
    "market_verification": {
      "type": "string",
      "const": "structured_self_declared_bucket_not_identity_verified"
    },
    "existing_product_fit": {
      "enum": [
        "MS-DEC-250",
        "MS-ACT-25",
        "partial",
        "none",
        "unknown"
      ],
      "type": "string"
    },
    "checkout_url_returned": {
      "type": "boolean",
      "const": false
    },
    "potential_product_gap": {
      "type": "boolean"
    },
    "provider_call_enabled": {
      "type": "boolean",
      "const": false
    },
    "commercial_eligibility": {
      "enum": [
        "b2b_italy_sales_scope",
        "research_only_not_commercially_eligible"
      ],
      "type": "string"
    }
  },
  "additionalProperties": false
}
map_business_need annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_product_catalog — Get MachineSignal product catalog
Advertised by the server during the last successful anonymous check.
Advertised 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.

get_product_catalog input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {},
  "additionalProperties": false
}
get_product_catalog output schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "service",
    "version",
    "products",
    "resources",
    "boundaries"
  ],
  "properties": {
    "service": {
      "type": "string",
      "const": "MachineSignal"
    },
    "version": {
      "type": "string"
    },
    "products": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "product_code",
          "product_name",
          "role",
          "price_eur",
          "stamp_duty_eur",
          "total_due_eur",
          "customer_scope",
          "input_requirement",
          "delivery_unit",
          "example_url",
          "product_page",
          "order_policy",
          "public_checkout"
        ],
        "properties": {
          "role": {
            "enum": [
              "entry_product",
              "post_dec_continuation"
            ],
            "type": "string"
          },
          "price_eur": {
            "type": "number",
            "minimum": 0
          },
          "example_url": {
            "type": "string",
            "format": "uri"
          },
          "order_policy": {
            "type": "string"
          },
          "product_code": {
            "enum": [
              "MS-DEC-250",
              "MS-ACT-25"
            ],
            "type": "string"
          },
          "product_name": {
            "type": "string"
          },
          "product_page": {
            "type": "string",
            "format": "uri"
          },
          "delivery_unit": {
            "type": "string"
          },
          "total_due_eur": {
            "type": "number",
            "minimum": 0
          },
          "customer_scope": {
            "type": "string"
          },
          "stamp_duty_eur": {
            "type": "number",
            "minimum": 0
          },
          "public_checkout": {
            "type": "boolean",
            "const": false
          },
          "input_requirement": {
            "type": "string"
          }
        },
        "description": "Canonical product summary; product-specific output lists may also be present.",
        "additionalProperties": true
      },
      "maxItems": 2,
      "minItems": 2
    },
    "resources": {
      "type": "object",
      "required": [
        "website",
        "buyer_agent",
        "product_catalog",
        "agent_sales",
        "machine_onboarding",
        "openapi",
        "lead_opportunity_score_api_landing",
        "target_company_prioritization_guide_it",
        "market_potential_analysis_api_guide_it",
        "llms",
        "mcp_server_card",
        "official_mcp_registry_canonical",
        "official_mcp_registry_semantic_alias",
        "discovery",
        "terms",
        "privacy",
        "refund",
        "order_intent_validation_profile"
      ],
      "properties": {
        "llms": {
          "type": "string",
          "format": "uri"
        },
        "terms": {
          "type": "string",
          "format": "uri"
        },
        "refund": {
          "type": "string",
          "format": "uri"
        },
        "openapi": {
          "type": "string",
          "format": "uri"
        },
        "privacy": {
          "type": "string",
          "format": "uri"
        },
        "website": {
          "type": "string",
          "format": "uri"
        },
        "discovery": {
          "type": "string",
          "format": "uri"
        },
        "agent_sales": {
          "type": "string",
          "format": "uri"
        },
        "buyer_agent": {
          "type": "string",
          "format": "uri"
        },
        "mcp_server_card": {
          "type": "string",
          "format": "uri"
        },
        "product_catalog": {
          "type": "string",
          "format": "uri"
        },
        "machine_onboarding": {
          "type": "string",
          "format": "uri"
        },
        "official_mcp_registry_canonical": {
          "type": "string",
          "format": "uri"
        },
        "order_intent_validation_profile": {
          "type": "string",
          "format": "uri"
        },
        "lead_opportunity_score_api_landing": {
          "type": "string",
          "format": "uri"
        },
        "official_mcp_registry_semantic_alias": {
          "type": "string",
          "format": "uri"
        },
        "market_potential_analysis_api_guide_it": {
          "type": "string",
          "format": "uri"
        },
        "target_company_prioritization_guide_it": {
          "type": "string",
          "format": "uri"
        }
      },
      "description": "Canonical public MachineSignal resources.",
      "additionalProperties": false
    },
    "boundaries": {
      "type": "object",
      "required": [
        "mode",
        "b2b_italy_only",
        "accepts_buyer_data",
        "persists_data",
        "order_tool_exposed",
        "checkout_url_exposed",
        "provider_reference_loaded",
        "provider_call_enabled",
        "payment_enabled",
        "invoice_enabled",
        "sdi_enabled",
        "wise_payout_enabled",
        "external_outreach_enabled",
        "marketplace_publication_enabled"
      ],
      "properties": {
        "mode": {
          "type": "string",
          "const": "public_read_only_discovery",
          "description": "Public discovery mode; never an order-processing surface."
        },
        "sdi_enabled": {
          "type": "boolean",
          "const": false
        },
        "persists_data": {
          "type": "boolean",
          "const": false
        },
        "b2b_italy_only": {
          "type": "boolean",
          "const": true,
          "description": "Only Italian B2B buyers are in commercial scope."
        },
        "invoice_enabled": {
          "type": "boolean",
          "const": false
        },
        "payment_enabled": {
          "type": "boolean",
          "const": false
        },
        "accepts_buyer_data": {
          "type": "boolean",
          "const": false
        },
        "order_tool_exposed": {
          "type": "boolean",
          "const": false
        },
        "wise_payout_enabled": {
          "type": "boolean",
          "const": false
        },
        "checkout_url_exposed": {
          "type": "boolean",
          "const": false
        },
        "provider_call_enabled": {
          "type": "boolean",
          "const": false
        },
        "external_outreach_enabled": {
          "type": "boolean",
          "const": false
        },
        "provider_reference_loaded": {
          "type": "boolean",
          "const": false
        },
        "marketplace_publication_enabled": {
          "type": "boolean",
          "const": false
        }
      },
      "description": "Permanent safety boundaries of the public MCP discovery server.",
      "additionalProperties": false
    }
  },
  "additionalProperties": false
}
get_product_catalog annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
check_buyer_fit — Check MachineSignal buyer fit
Advertised by the server during the last successful anonymous check.
Advertised 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.

check_buyer_fit input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country",
    "customer_type",
    "has_existing_company_list"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter country code, for example IT."
    },
    "primary_need": {
      "enum": [
        "score_existing_company_list",
        "discover_target_companies",
        "prioritize_leads",
        "market_potential_analysis",
        "deep_company_analysis",
        "build_actionable_campaign",
        "crm_workflow_automation",
        "monitor_market_changes",
        "competitor_analysis",
        "other_structured_b2b_need"
      ],
      "type": "string",
      "description": "Optional non-personal demand category used only in ephemeral aggregate counters; never send free text or buyer data."
    },
    "customer_type": {
      "enum": [
        "B2B",
        "B2C"
      ],
      "type": "string",
      "description": "Buyer type. MachineSignal accepts B2B only."
    },
    "requested_product_code": {
      "enum": [
        "MS-DEC-250",
        "MS-ACT-25"
      ],
      "type": "string",
      "description": "Product being considered. Defaults to the entry product MS-DEC-250."
    },
    "has_existing_company_list": {
      "type": "boolean",
      "description": "Whether the buyer already has a company, domain, CRM or lead list to evaluate."
    }
  },
  "additionalProperties": false
}
check_buyer_fit output schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "fit_status",
    "eligible",
    "requested_product_code",
    "reason_code",
    "reason",
    "ready_to_prepare",
    "buyer_data_must_remain_local",
    "boundaries"
  ],
  "properties": {
    "reason": {
      "type": "string"
    },
    "eligible": {
      "type": "boolean"
    },
    "boundaries": {
      "type": "object",
      "required": [
        "mode",
        "b2b_italy_only",
        "accepts_buyer_data",
        "persists_data",
        "order_tool_exposed",
        "checkout_url_exposed",
        "provider_reference_loaded",
        "provider_call_enabled",
        "payment_enabled",
        "invoice_enabled",
        "sdi_enabled",
        "wise_payout_enabled",
        "external_outreach_enabled",
        "marketplace_publication_enabled"
      ],
      "properties": {
        "mode": {
          "type": "string",
          "const": "public_read_only_discovery",
          "description": "Public discovery mode; never an order-processing surface."
        },
        "sdi_enabled": {
          "type": "boolean",
          "const": false
        },
        "persists_data": {
          "type": "boolean",
          "const": false
        },
        "b2b_italy_only": {
          "type": "boolean",
          "const": true,
          "description": "Only Italian B2B buyers are in commercial scope."
        },
        "invoice_enabled": {
          "type": "boolean",
          "const": false
        },
        "payment_enabled": {
          "type": "boolean",
          "const": false
        },
        "accepts_buyer_data": {
          "type": "boolean",
          "const": false
        },
        "order_tool_exposed": {
          "type": "boolean",
          "const": false
        },
        "wise_payout_enabled": {
          "type": "boolean",
          "const": false
        },
        "checkout_url_exposed": {
          "type": "boolean",
          "const": false
        },
        "provider_call_enabled": {
          "type": "boolean",
          "const": false
        },
        "external_outreach_enabled": {
          "type": "boolean",
          "const": false
        },
        "provider_reference_loaded": {
          "type": "boolean",
          "const": false
        },
        "marketplace_publication_enabled": {
          "type": "boolean",
          "const": false
        }
      },
      "description": "Permanent safety boundaries of the public MCP discovery server.",
      "additionalProperties": false
    },
    "fit_status": {
      "enum": [
        "blocked",
        "not_fit",
        "continuation_entitlement_required",
        "fit_for_controlled_dec_order_intent"
      ],
      "type": "string"
    },
    "reason_code": {
      "type": "string"
    },
    "next_resource": {
      "type": "string",
      "format": "uri"
    },
    "ready_to_prepare": {
      "type": "boolean"
    },
    "checkout_url_returned": {
      "type": "boolean",
      "const": false
    },
    "recommended_next_tool": {
      "type": "string",
      "const": "prepare_order_intent"
    },
    "requested_product_code": {
      "enum": [
        "MS-DEC-250",
        "MS-ACT-25"
      ],
      "type": "string"
    },
    "recommended_next_arguments": {
      "type": "object",
      "required": [
        "product_code"
      ],
      "properties": {
        "product_code": {
          "type": "string",
          "const": "MS-DEC-250"
        }
      },
      "additionalProperties": false
    },
    "next_step_after_preparation": {
      "type": "string"
    },
    "buyer_data_must_remain_local": {
      "type": "boolean",
      "const": true
    }
  },
  "additionalProperties": false
}
check_buyer_fit annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_synthetic_example — Get a synthetic MachineSignal output example
Advertised by the server during the last successful anonymous check.
Advertised 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.

get_synthetic_example input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "product_code"
  ],
  "properties": {
    "product_code": {
      "enum": [
        "MS-DEC-250",
        "MS-ACT-25"
      ],
      "type": "string",
      "description": "Product whose approved synthetic output preview should be returned."
    }
  },
  "additionalProperties": false
}
get_synthetic_example output schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "example",
    "canonical_example_url",
    "boundaries"
  ],
  "properties": {
    "example": {
      "type": "object",
      "description": "Approved synthetic product preview; never real buyer or company data.",
      "additionalProperties": {}
    },
    "boundaries": {
      "type": "object",
      "required": [
        "mode",
        "b2b_italy_only",
        "accepts_buyer_data",
        "persists_data",
        "order_tool_exposed",
        "checkout_url_exposed",
        "provider_reference_loaded",
        "provider_call_enabled",
        "payment_enabled",
        "invoice_enabled",
        "sdi_enabled",
        "wise_payout_enabled",
        "external_outreach_enabled",
        "marketplace_publication_enabled"
      ],
      "properties": {
        "mode": {
          "type": "string",
          "const": "public_read_only_discovery",
          "description": "Public discovery mode; never an order-processing surface."
        },
        "sdi_enabled": {
          "type": "boolean",
          "const": false
        },
        "persists_data": {
          "type": "boolean",
          "const": false
        },
        "b2b_italy_only": {
          "type": "boolean",
          "const": true,
          "description": "Only Italian B2B buyers are in commercial scope."
        },
        "invoice_enabled": {
          "type": "boolean",
          "const": false
        },
        "payment_enabled": {
          "type": "boolean",
          "const": false
        },
        "accepts_buyer_data": {
          "type": "boolean",
          "const": false
        },
        "order_tool_exposed": {
          "type": "boolean",
          "const": false
        },
        "wise_payout_enabled": {
          "type": "boolean",
          "const": false
        },
        "checkout_url_exposed": {
          "type": "boolean",
          "const": false
        },
        "provider_call_enabled": {
          "type": "boolean",
          "const": false
        },
        "external_outreach_enabled": {
          "type": "boolean",
          "const": false
        },
        "provider_reference_loaded": {
          "type": "boolean",
          "const": false
        },
        "marketplace_publication_enabled": {
          "type": "boolean",
          "const": false
        }
      },
      "description": "Permanent safety boundaries of the public MCP discovery server.",
      "additionalProperties": false
    },
    "canonical_example_url": {
      "type": "string",
      "format": "uri"
    }
  },
  "additionalProperties": false
}
get_synthetic_example annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_purchase_requirements — Get controlled purchase requirements
Advertised by the server during the last successful anonymous check.
Advertised read-only

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

get_purchase_requirements input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "product_code"
  ],
  "properties": {
    "product_code": {
      "enum": [
        "MS-DEC-250",
        "MS-ACT-25"
      ],
      "type": "string",
      "description": "Product whose controlled machine-origin purchase requirements should be returned."
    }
  },
  "additionalProperties": false
}
get_purchase_requirements output schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "product_code",
    "customer_scope",
    "input_requirement",
    "order_policy",
    "authoritative_order_protocol",
    "machine_onboarding",
    "legal_resources",
    "ready_to_prepare",
    "buyer_data_must_remain_local",
    "mcp_order_tool_exposed",
    "checkout_url_returned",
    "boundaries"
  ],
  "properties": {
    "boundaries": {
      "type": "object",
      "required": [
        "mode",
        "b2b_italy_only",
        "accepts_buyer_data",
        "persists_data",
        "order_tool_exposed",
        "checkout_url_exposed",
        "provider_reference_loaded",
        "provider_call_enabled",
        "payment_enabled",
        "invoice_enabled",
        "sdi_enabled",
        "wise_payout_enabled",
        "external_outreach_enabled",
        "marketplace_publication_enabled"
      ],
      "properties": {
        "mode": {
          "type": "string",
          "const": "public_read_only_discovery",
          "description": "Public discovery mode; never an order-processing surface."
        },
        "sdi_enabled": {
          "type": "boolean",
          "const": false
        },
        "persists_data": {
          "type": "boolean",
          "const": false
        },
        "b2b_italy_only": {
          "type": "boolean",
          "const": true,
          "description": "Only Italian B2B buyers are in commercial scope."
        },
        "invoice_enabled": {
          "type": "boolean",
          "const": false
        },
        "payment_enabled": {
          "type": "boolean",
          "const": false
        },
        "accepts_buyer_data": {
          "type": "boolean",
          "const": false
        },
        "order_tool_exposed": {
          "type": "boolean",
          "const": false
        },
        "wise_payout_enabled": {
          "type": "boolean",
          "const": false
        },
        "checkout_url_exposed": {
          "type": "boolean",
          "const": false
        },
        "provider_call_enabled": {
          "type": "boolean",
          "const": false
        },
        "external_outreach_enabled": {
          "type": "boolean",
          "const": false
        },
        "provider_reference_loaded": {
          "type": "boolean",
          "const": false
        },
        "marketplace_publication_enabled": {
          "type": "boolean",
          "const": false
        }
      },
      "description": "Permanent safety boundaries of the public MCP discovery server.",
      "additionalProperties": false
    },
    "order_policy": {
      "type": "string"
    },
    "product_code": {
      "enum": [
        "MS-DEC-250",
        "MS-ACT-25"
      ],
      "type": "string"
    },
    "customer_scope": {
      "type": "string"
    },
    "legal_resources": {
      "type": "object",
      "required": [
        "terms",
        "privacy",
        "refund"
      ],
      "properties": {
        "terms": {
          "type": "string",
          "format": "uri"
        },
        "refund": {
          "type": "string",
          "format": "uri"
        },
        "privacy": {
          "type": "string",
          "format": "uri"
        }
      },
      "additionalProperties": false
    },
    "ready_to_prepare": {
      "type": "boolean"
    },
    "input_requirement": {
      "type": "string"
    },
    "machine_onboarding": {
      "type": "string",
      "format": "uri"
    },
    "checkout_url_returned": {
      "type": "boolean",
      "const": false
    },
    "recommended_next_tool": {
      "type": "string",
      "const": "prepare_order_intent"
    },
    "mcp_order_tool_exposed": {
      "type": "boolean",
      "const": false
    },
    "recommended_next_arguments": {
      "type": "object",
      "required": [
        "product_code"
      ],
      "properties": {
        "product_code": {
          "type": "string",
          "const": "MS-DEC-250"
        }
      },
      "additionalProperties": false
    },
    "next_step_after_preparation": {
      "type": "string"
    },
    "authoritative_order_protocol": {
      "type": "string",
      "format": "uri"
    },
    "buyer_data_must_remain_local": {
      "type": "boolean",
      "const": true
    }
  },
  "additionalProperties": false
}
get_purchase_requirements annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
prepare_order_intent — Prepare a local MS-DEC-250 order-intent template
Advertised by the server during the last successful anonymous check.
Advertised 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.

prepare_order_intent input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "product_code"
  ],
  "properties": {
    "product_code": {
      "type": "string",
      "const": "MS-DEC-250",
      "description": "Entry product whose order-intent template should be prepared locally without submitting it."
    }
  },
  "additionalProperties": false
}
prepare_order_intent output schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "preparation_status",
    "product_code",
    "submit_method",
    "order_endpoint",
    "order_openapi",
    "static_order_openapi",
    "request_schema_ref",
    "validation_profile_url",
    "idempotency_header",
    "required_fields",
    "local_fill_template",
    "instructions",
    "accepts_buyer_data",
    "persists_data",
    "order_created",
    "checkout_url_returned",
    "provider_call_enabled",
    "boundaries"
  ],
  "properties": {
    "boundaries": {
      "type": "object",
      "required": [
        "mode",
        "b2b_italy_only",
        "accepts_buyer_data",
        "persists_data",
        "order_tool_exposed",
        "checkout_url_exposed",
        "provider_reference_loaded",
        "provider_call_enabled",
        "payment_enabled",
        "invoice_enabled",
        "sdi_enabled",
        "wise_payout_enabled",
        "external_outreach_enabled",
        "marketplace_publication_enabled"
      ],
      "properties": {
        "mode": {
          "type": "string",
          "const": "public_read_only_discovery",
          "description": "Public discovery mode; never an order-processing surface."
        },
        "sdi_enabled": {
          "type": "boolean",
          "const": false
        },
        "persists_data": {
          "type": "boolean",
          "const": false
        },
        "b2b_italy_only": {
          "type": "boolean",
          "const": true,
          "description": "Only Italian B2B buyers are in commercial scope."
        },
        "invoice_enabled": {
          "type": "boolean",
          "const": false
        },
        "payment_enabled": {
          "type": "boolean",
          "const": false
        },
        "accepts_buyer_data": {
          "type": "boolean",
          "const": false
        },
        "order_tool_exposed": {
          "type": "boolean",
          "const": false
        },
        "wise_payout_enabled": {
          "type": "boolean",
          "const": false
        },
        "checkout_url_exposed": {
          "type": "boolean",
          "const": false
        },
        "provider_call_enabled": {
          "type": "boolean",
          "const": false
        },
        "external_outreach_enabled": {
          "type": "boolean",
          "const": false
        },
        "provider_reference_loaded": {
          "type": "boolean",
          "const": false
        },
        "marketplace_publication_enabled": {
          "type": "boolean",
          "const": false
        }
      },
      "description": "Permanent safety boundaries of the public MCP discovery server.",
      "additionalProperties": false
    },
    "instructions": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "minItems": 5
    },
    "product_code": {
      "type": "string",
      "const": "MS-DEC-250"
    },
    "order_created": {
      "type": "boolean",
      "const": false
    },
    "order_openapi": {
      "type": "string",
      "format": "uri"
    },
    "persists_data": {
      "type": "boolean",
      "const": false
    },
    "submit_method": {
      "type": "string",
      "const": "POST"
    },
    "order_endpoint": {
      "type": "string",
      "format": "uri"
    },
    "required_fields": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 17,
      "minItems": 17
    },
    "accepts_buyer_data": {
      "type": "boolean",
      "const": false
    },
    "idempotency_header": {
      "type": "string",
      "const": "Idempotency-Key"
    },
    "preparation_status": {
      "type": "string",
      "const": "template_ready_no_order_created"
    },
    "request_schema_ref": {
      "type": "string",
      "format": "uri"
    },
    "local_fill_template": {
      "type": "object",
      "additionalProperties": {}
    },
    "static_order_openapi": {
      "type": "string",
      "format": "uri"
    },
    "checkout_url_returned": {
      "type": "boolean",
      "const": false
    },
    "provider_call_enabled": {
      "type": "boolean",
      "const": false
    },
    "validation_profile_url": {
      "type": "string",
      "format": "uri"
    }
  },
  "additionalProperties": false
}
prepare_order_intent annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

5 advertised

machinesignal-product-catalog — MachineSignal B2B Italy product catalog

Advertised by the server during the last successful anonymous check.

Read-only catalog for MS-DEC-250 and the entitlement-gated MS-ACT-25 continuation.

machinesignal-product-catalog URI
machinesignal://catalog/products

MIME type: application/json

ms-dec-250-synthetic-example — MS-DEC-250 synthetic output example

Advertised by the server during the last successful anonymous check.

One synthetic lead decision illustrating the JSON output delivered by the entry product.

ms-dec-250-synthetic-example URI
machinesignal://examples/ms-dec-250

MIME type: application/json

ms-act-25-synthetic-example — MS-ACT-25 synthetic continuation example

Advertised by the server during the last successful anonymous check.

One synthetic action pack illustrating the post-DEC continuation output; no entitlement is granted.

ms-act-25-synthetic-example URI
machinesignal://examples/ms-act-25

MIME type: application/json

ms-dec-250-order-preparation — MS-DEC-250 local order preparation contract

Advertised by the server during the last successful anonymous check.

Canonical endpoint, OpenAPI references, required fields and local placeholder template; reading it creates no order.

ms-dec-250-order-preparation URI
machinesignal://orders/ms-dec-250/preparation

MIME type: application/json

machinesignal-public-api-reference — MachineSignal public API and legal references

Advertised by the server during the last successful anonymous check.

Read-only index of authoritative API, order, onboarding and legal documents.

machinesignal-public-api-reference URI
machinesignal://contracts/public-api

MIME type: application/json

90-day uptime

A lightweight connection check about every six hours, sampled on hosts with many listings. It shows the server answered, not that its tools work.

Too few checks for a percentage yet (1 of 1 answered).

  1. 2026-11-07: 1 of 1 checks answered

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
1080 ms
95th percentile latency
1080 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 1080 ms · metadata changed · 6 tool(s), 5 resource(s), 0 resource template(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http machinesignal-mcp https://mcp.machinesignal.it/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add machinesignal-mcp --url https://mcp.machinesignal.it/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable machinesignal-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "machinesignal-mcp": {
      "url": "https://mcp.machinesignal.it/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "machinesignal-mcp": {
      "type": "streamableHttp",
      "url": "https://mcp.machinesignal.it/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start machinesignal-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "machinesignal-mcp": {
      "type": "http",
      "url": "https://mcp.machinesignal.it/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http machinesignal-mcp https://mcp.machinesignal.it/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://mcp.machinesignal.it/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "machinesignal-mcp": {
      "serverUrl": "https://mcp.machinesignal.it/mcp"
    }
  }
}

Let your agent find its tools

Find servers like MachineSignal MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

Connect Koskamo Explore workflows
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Do you run MachineSignal MCP?

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