MarginGlow AI Signal
Evidence-backed opportunity intelligence for small businesses, built for authorised AI agents.
我該用這個嗎
品質與安全性
發現項目（1）
- LOWTool 'analyse_small_business_opportunities' name length outside 3-30 range在 analyse_small_business_opportunities 中
根據工具定義與協定合規性的自動化分析。
上下文成本
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"signal": {
"url": "https://www.marginglow.com/mcp"
}
}
}遠端端點
https://www.marginglow.com/mcpstreamable-http它能做什麼
工具清單
工具（3）
⚪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.
輸入結構描述
{
"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"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}輸出結構描述
{
"type": "object",
"properties": {
"transaction": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"agentId": {
"type": "string"
},
"agentName": {
"type": "string"
},
"replayed": {
"type": "boolean"
},
"allowanceType": {
"type": "string",
"enum": [
"complimentary",
"paid"
]
},
"complimentarySignalsRemaining": {
"type": "number"
},
"paidSignalsRemaining": {
"type": "number"
}
},
"required": [
"id",
"agentId",
"agentName",
"replayed",
"allowanceType",
"complimentarySignalsRemaining",
"paidSignalsRemaining"
],
"additionalProperties": false
},
"signal": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
},
"usage": {
"type": "object",
"properties": {
"totalTokenCount": {
"type": "number"
},
"estimatedAiFootprintKg": {
"type": "number"
}
},
"required": [
"totalTokenCount",
"estimatedAiFootprintKg"
],
"additionalProperties": false
}
},
"required": [
"transaction",
"signal"
],
"$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.
輸入結構描述
{
"type": "object",
"properties": {}
}輸出結構描述
{
"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.
輸入結構描述
{
"type": "object",
"properties": {}
}社群
證據