MarginGlow AI Signal

Evidence-backed opportunity intelligence for small businesses, built for authorised AI agents.

Sollte ich dies verwenden

Qualität und Sicherheit

B
Qualität der Beschreibung
100%
Vollständigkeit des Schemas
53%
Qualität der Benennung
80%
Risiko der Vergiftung
100%
Übereinstimmung der Berechtigungen
100%
Einhaltung des Protokolls
100%

Befunde (1)

  • LOWTool 'analyse_small_business_opportunities' name length outside 3-30 rangein analyse_small_business_opportunities

Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.

Kontextkosten

~1,083Tokens (Tool-Definitionen)
~3.2 KBTypische Antwortgröße
Mittlere Auswirkung auf die Aufmerksamkeit (0.85% von 128k Kontext)

Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.

Installieren

Installation mit einem Klick

Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:

{
  "mcpServers": {
    "signal": {
      "url": "https://www.marginglow.com/mcp"
    }
  }
}

Remote-Endpunkte

https://www.marginglow.com/mcpstreamable-http

Was es kann

Tool-Inventar

Tools (3)

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⚪analyse_small_business_opportunities(businessName, website, country, objective)

Use this when a user wants practical, evidence-based ways for a specific small business to increase revenue, improve margins, reduce costs, strengthen Google visibility, improve conversion or prioritise growth actions. Requires the business name and public website. Returns structured evidence, ranked opportunities, confidence, commercial impact and first actions. Consumes one complimentary or paid MarginGlow AI Signal credit. Do not use for generic business definitions, investment advice, regulated advice or analysis that requires private financial data.

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "businessName": {
      "type": "string",
      "minLength": 2,
      "maxLength": 120,
      "description": "The public name of the specific small business to analyse."
    },
    "website": {
      "type": "string",
      "maxLength": 500,
      "description": "The public HTTP or HTTPS website of the business."
    },
    "country": {
      "description": "The business country, when known. Example: Ireland.",
      "type": "string",
      "maxLength": 80
    },
    "objective": {
      "description": "The user's specific commercial goal, such as more weekday bookings, stronger margins or improved Google visibility.",
      "type": "string",
      "maxLength": 500
    }
  },
  "required": [
    "businessName",
    "website"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Ausgabe-Schema

{
  "type": "object",
  "properties": {
    "transaction": {
      "type": "object",
      "properties": {
        "id": {
          "type": "string"
        },
        "agentId": {
          "type": "string"
        },
        "agentName": {
          "type": "string"
        },
        "replayed": {
          "type": "boolean"
        },
        "allowanceType": {
          "type": "string",
          "enum": [
            "complimentary",
            "paid"
          ]
        },
        "complimentarySignalsRemaining": {
          "type": "number"
        },
        "paidSignalsRemaining": {
          "type": "number"
        }
      },
      "required": [
        "id",
        "agentId",
        "agentName",
        "replayed",
        "allowanceType",
        "complimentarySignalsRemaining",
        "paidSignalsRemaining"
      ],
      "additionalProperties": false
    },
    "signal": {
      "type": "object",
      "propertyNames": {
        "type": "string"
      },
      "additionalProperties": {}
    },
    "usage": {
      "type": "object",
      "properties": {
        "totalTokenCount": {
          "type": "number"
        },
        "estimatedAiFootprintKg": {
          "type": "number"
        }
      },
      "required": [
        "totalTokenCount",
        "estimatedAiFootprintKg"
      ],
      "additionalProperties": false
    }
  },
  "required": [
    "transaction",
    "signal"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}
🟢check_marginglow_signal_access

Checks the authenticated agent's complimentary and paid MarginGlow AI Signal balances, whether an analysis can run, which allowance will be used next and the latest successfully credited Stripe purchase. This is read-only and does not consume a Signal.

Eingabe-Schema

{
  "type": "object",
  "properties": {}
}

Ausgabe-Schema

{
  "type": "object",
  "properties": {
    "product": {
      "type": "string",
      "const": "MarginGlow AI Signal"
    },
    "agent": {
      "type": "object",
      "properties": {
        "id": {
          "type": "string"
        },
        "name": {
          "type": "string"
        }
      },
      "required": [
        "id",
        "name"
      ],
      "additionalProperties": false
    },
    "access": {
      "type": "object",
      "properties": {
        "status": {
          "type": "string",
          "enum": [
            "ready",
            "credit_required"
          ]
        },
        "canAnalyse": {
          "type": "boolean"
        },
        "nextAllowanceType": {
          "anyOf": [
            {
              "type": "string",
              "enum": [
                "complimentary",
                "paid"
              ]
            },
            {
              "type": "null"
            }
          ]
        }
      },
      "required": [
        "status",
        "canAnalyse",
        "nextAllowanceType"
      ],
      "additionalProperties": false
    },
    "balance": {
      "type": "object",
      "properties": {
        "complimentarySignalsRemaining": {
          "type": "number"
        },
        "paidSignalsRemaining": {
          "type": "number"
        },
        "totalSignalsRemaining": {
          "type": "number"
        }
      },
      "required": [
        "complimentarySignalsRemaining",
        "paidSignalsRemaining",
        "totalSignalsRemaining"
      ],
      "additionalProperties": false
    },
    "latestPurchase": {
      "anyOf": [
        {
          "type": "object",
          "properties": {
            "checkoutSessionId": {
              "type": "string"
            },
            "paymentStatus": {
              "type": "string"
            },
            "amount": {
              "type": "object",
              "properties": {
                "value": {
                  "type": "number"
                },
                "currency": {
                  "type": "string"
                }
              },
              "required": [
                "value",
                "currency"
              ],
              "additionalProperties": false
            },
            "vat": {
              "type": "object",
              "properties": {
                "value": {
                  "type": "number"
                },
                "currency": {
                  "type": "string"
                }
              },
              "required": [
                "value",
                "currency"
              ],
              "additionalProperties": false
            },
            "creditsGranted": {
              "type": "number"
            },
            "appliedAt": {
              "type": "string"
            }
          },
          "required": [
            "checkoutSessionId",
            "paymentStatus",
            "amount",
            "vat",
            "creditsGranted",
            "appliedAt"
          ],
          "additionalProperties": false
        },
        {
          "type": "null"
        }
      ]
    }
  },
  "required": [
    "product",
    "agent",
    "access",
    "balance",
    "latestPurchase"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}
⚪purchase_marginglow_signal

Creates a secure Stripe payment link for one MarginGlow AI Signal costing EUR 2, inclusive of applicable tax. Use this when analyse_small_business_opportunities reports that no Signal credits remain. A payment-capable agent may follow the payment instructions automatically when supported. Otherwise, give the secure checkout URL to the user. After payment, retry the original analysis request with the same agent API key and Idempotency-Key.

Eingabe-Schema

{
  "type": "object",
  "properties": {}
}

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