MarginGlow AI Signal
Evidence-backed opportunity intelligence for small businesses, built for authorised AI agents.
使うべきか
品質と安全性
検出事項（1）
- LOWTool 'analyse_small_business_opportunities' name length outside 3-30 rangeanalyse_small_business_opportunities 内
ツール定義とプロトコルへの準拠に関する自動分析に基づいています。
コンテキストコスト
これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。
インストール
ワンクリックインストール
これを `claude_desktop_config.json` ファイルに追加してください:
{
"mcpServers": {
"signal": {
"url": "https://www.marginglow.com/mcp"
}
}
}リモートエンドポイント
https://www.marginglow.com/mcpstreamable-httpできること
ツール一覧
ツール（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.
入力スキーマ
{
"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"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"transaction": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"agentId": {
"type": "string"
},
"agentName": {
"type": "string"
},
"replayed": {
"type": "boolean"
},
"allowanceType": {
"type": "string",
"enum": [
"complimentary",
"paid"
]
},
"complimentarySignalsRemaining": {
"type": "number"
},
"paidSignalsRemaining": {
"type": "number"
}
},
"required": [
"id",
"agentId",
"agentName",
"replayed",
"allowanceType",
"complimentarySignalsRemaining",
"paidSignalsRemaining"
],
"additionalProperties": false
},
"signal": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
},
"usage": {
"type": "object",
"properties": {
"totalTokenCount": {
"type": "number"
},
"estimatedAiFootprintKg": {
"type": "number"
}
},
"required": [
"totalTokenCount",
"estimatedAiFootprintKg"
],
"additionalProperties": false
}
},
"required": [
"transaction",
"signal"
],
"$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.
入力スキーマ
{
"type": "object",
"properties": {}
}出力スキーマ
{
"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.
入力スキーマ
{
"type": "object",
"properties": {}
}コミュニティ
エビデンス