ai-lead-desk-webmcp.vercel.app

{
  "name": "search_leads",
  "kind": "answer",
  "impl": "imperative",
  "description": "Find companies matching an industry, location, and optional target profile. Returns concise lead summaries and displays them in Found.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "industry": {
        "type": "string",
        "minLength": 2,
        "maxLength": 80,
        "description": "Industry or business category to search."
      },
      "location": {
        "type": "string",
        "minLength": 2,
        "maxLength": 120,
        "description": "City, region, or country where companies should operate."
      },
      "target_profile": {
        "type": "string",
        "maxLength": 500,
        "description": "Optional ideal-customer criteria; the saved demo profile is used when omitted."
      },
      "limit": {
        "type": "integer",
        "minimum": 1,
        "maximum": 10,
        "default": 5,
        "description": "Maximum companies to return."
      }
    },
    "required": [
      "industry",
      "location"
    ],
    "additionalProperties": false
  }
}

{
  "name": "research_company",
  "kind": "act",
  "impl": "imperative",
  "description": "Research one found company and attach a concise, source-backed profile to its lead card in Researched.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "lead_id": {
        "type": "string",
        "minLength": 1,
        "maxLength": 64,
        "description": "Lead ID returned by search_leads."
      },
      "focus": {
        "type": "array",
        "items": {
          "type": "string",
          "enum": [
            "overview",
            "offerings",
            "geography",
            "traction",
            "risks"
          ]
        },
        "minItems": 1,
        "maxItems": 5,
        "uniqueItems": true,
        "description": "Optional research areas; all areas are used when omitted."
      }
    },
    "required": [
      "lead_id"
    ],
    "additionalProperties": false
  }
}

{
  "name": "qualify_lead",
  "kind": "act",
  "impl": "imperative",
  "description": "Score one researched lead against an ideal-customer profile and display the recommendation in Qualified.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "lead_id": {
        "type": "string",
        "minLength": 1,
        "maxLength": 64,
        "description": "Researched lead ID."
      },
      "ideal_customer_profile": {
        "type": "string",
        "minLength": 10,
        "maxLength": 1000,
        "description": "Plain-language profile used to judge fit."
      },
      "must_have": {
        "type": "array",
        "items": {
          "type": "string",
          "minLength": 2,
          "maxLength": 120
        },
        "maxItems": 6,
        "uniqueItems": true,
        "description": "Optional non-negotiable qualification criteria."
      }
    },
    "required": [
      "lead_id",
      "ideal_customer_profile"
    ],
    "additionalProperties": false
  }
}

{
  "name": "prepare_outreach",
  "kind": "act",
  "impl": "imperative",
  "description": "Draft one concise, research-grounded email for a qualified lead and place it in Outreach Ready for human review. Does not send.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "lead_id": {
        "type": "string",
        "minLength": 1,
        "maxLength": 64,
        "description": "Qualified lead ID."
      },
      "sender_context": {
        "type": "string",
        "maxLength": 500,
        "description": "Optional sender or company context for personalization."
      },
      "value_proposition": {
        "type": "string",
        "minLength": 10,
        "maxLength": 500,
        "description": "Offer and outcome to communicate."
      },
      "call_to_action": {
        "type": "string",
        "minLength": 3,
        "maxLength": 240,
        "description": "Single next step requested from the prospect."
      },
      "tone": {
        "type": "string",
        "enum": [
          "concise",
          "professional",
          "warm"
        ],
        "default": "concise",
        "description": "Writing tone for the email draft."
      }
    },
    "required": [
      "lead_id",
      "value_proposition",
      "call_to_action"
    ],
    "additionalProperties": false
  }
}

{
  "name": "add_to_pipeline",
  "kind": "act",
  "impl": "imperative",
  "description": "Add one outreach-ready lead to Pipeline only after human approval has been recorded in the page UI.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "lead_id": {
        "type": "string",
        "minLength": 1,
        "maxLength": 64,
        "description": "Outreach-ready lead ID approved by the user."
      },
      "note": {
        "type": "string",
        "maxLength": 500,
        "description": "Optional internal pipeline note."
      }
    },
    "required": [
      "lead_id"
    ],
    "additionalProperties": false
  }
}