app.imt.dev WebMCP Tools, Schemas & Agent Capabilities

app.imt.dev

live Unverified (seed import) Health & Education 7 tools imperative implementation

A privacy-first WebMCP experience for building a conditional Life Function and comparing Androphysics scenarios with your AI agent.

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 5 · Act 0 · Transact 2 · Score: Not yet scored

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submit_known_facts

transact imperative May require confirmation

Before submission, explain that data stays only in tab memory and is not sent to a Longevity server; conversation retention depends on the agent platform. No separate confirmation is required to calculate. If the platform requires confirmation for a specific sensitive fact, obtain it immediately before submission; if declined, do not send it or retry. Then send known structured facts with privacyNoticeDelivered=true. Never send raw chat, transcripts, or audio. Follow nextInterviewStep in the response.

Page: /longevity-mcp/

Input schema

Property	Type	Required	Description
`privacyNoticeDelivered`	boolean	yes	Set true only after explaining the data-retention boundaries in privacyNoticeForClient.
`profile`	object	no	—
`coefficients`	object	no	—
`ancestors`	array	no	—
`events`	array	no	—
`acknowledgedUnknowns`	array	no	Use only when the client explicitly says this information is unknown. It prevents repeat questions but does not increase completeness.

Raw JSON schema

{
  "type": "object",
  "additionalProperties": false,
  "properties": {
    "privacyNoticeDelivered": {
      "type": "boolean",
      "const": true,
      "description": "Set true only after explaining the data-retention boundaries in privacyNoticeForClient."
    },
    "profile": {
      "type": "object",
      "additionalProperties": false,
      "properties": {
        "title": {
          "type": "string"
        },
        "currentAge": {
          "type": "number",
          "minimum": 0,
          "maximum": 130
        },
        "currentAgePrecision": {
          "type": "string",
          "enum": [
            "exact",
            "approximate",
            "unknown"
          ]
        },
        "father": {
          "$ref": "#/$defs/parent"
        },
        "mother": {
          "$ref": "#/$defs/parent"
        }
      }
    },
    "coefficients": {
      "type": "object",
      "additionalProperties": false,
      "properties": {
        "father": {
          "type": "number",
          "minimum": 0,
          "maximum": 1
        },
        "mother": {
          "type": "number",
          "minimum": 0,
          "maximum": 1
        },
        "environment": {
          "type": "number",
          "minimum": 0,
          "maximum": 1
        }
      },
      "required": [
        "father",
        "mother",
        "environment"
      ]
    },
    "ancestors": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": false,
        "properties": {
          "id": {
            "type": "string"
          },
          "name": {
            "type": "string"
          },
          "relationship": {
            "type": "string"
          },
          "branch": {
            "type": "string",
            "enum": [
              "father",
              "mother"
            ]
          },
          "deathAge": {
            "type": "number",
            "minimum": 0,
            "maximum": 130
          },
          "precision": {
            "type": "string",
            "enum": [
              "exact",
              "approximate",
              "unknown"
            ]
          },
          "deathCause": {
            "type": "string"
          },
          "lifeEvents": {
            "type": "array",
            "items": {
              "type": "string"
            },
            "description": "Known important events or long-term circumstances in this ancestor’s life. Use only facts from context or the client’s answer."
          },
          "included": {
            "type": "boolean"
          }
        },
        "required": [
          "id",
          "name",
          "relationship",
          "branch",
          "included"
        ]
      }
    },
    "events": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": false,
        "properties": {
          "id": {
            "type": "string"
          },
          "episodeId": {
            "type": "string",
            "description": "Use the same episodeId for multiple criteria from one life period. One period counts as one interview point."
          },
          "person": {
            "type": "string",
            "enum": [
              "father",
              "mother",
              "client"
            ]
          },
          "criterion": {
            "type": "string",
            "enum": [
              "education",
              "projects",
              "tasks",
              "influence",
              "ambition",
              "potential",
              "income",
              "children",
              "health",
              "fitness",
              "books",
              "clients",
              "followers"
            ]
          },
          "score": {
            "type": "string",
            "enum": [
              "very_negative",
              "negative",
              "neutral",
              "positive",
              "very_positive"
            ]
          },
          "startAge": {
            "type": "number",
            "minimum": 0,
            "maximum": 130
          },
          "endAge": {
            "type": "number",
            "minimum": 0,
            "maximum": 130
          },
          "note": {
            "type": "string"
          },
          "layer": {
            "type": "string",
            "enum": [
              "base",
              "environment"
            ]
          },
          "environmentType": {
            "type": "string"
          },
          "agencyFactor": {
            "type": "number",
            "minimum": 0,
            "maximum": 1
          },
          "sourceKind": {
            "type": "string",
            "enum": [
              "agent_context",
              "agent_inference",
              "user_text",
              "user_voice"
            ]
          },
          "sourceSummary": {
            "type": "string"
          },
          "confidence": {
            "type": "number",
            "minimum": 0,
            "maximum": 1
          }
        },
        "required": [
          "id",
          "person",
          "criterion",
          "score",
          "startAge",
          "endAge",
          "note",
          "layer",
          "sourceKind",
          "sourceSummary",
          "confidence"
        ]
      }
    },
    "acknowledgedUnknowns": {
      "type": "array",
      "uniqueItems": true,
      "description": "Use only when the client explicitly says this information is unknown. It prevents repeat questions but does not increase completeness.",
      "items": {
        "type": "string",
        "enum": [
          "father-ancestors",
          "mother-ancestors",
          "father-ancestor-events",
          "mother-ancestor-events",
          "father-events",
          "mother-events"
        ]
      }
    }
  },
  "$defs": {
    "parent": {
      "type": "object",
      "additionalProperties": false,
      "properties": {
        "status": {
          "type": "string",
          "enum": [
            "living",
            "deceased",
            "unknown"
          ]
        },
        "currentAge": {
          "type": "number",
          "minimum": 0,
          "maximum": 130
        },
        "deathAge": {
          "type": "number",
          "minimum": 0,
          "maximum": 130
        },
        "precision": {
          "type": "string",
          "enum": [
            "exact",
            "approximate",
            "unknown"
          ]
        }
      },
      "required": [
        "status"
      ]
    }
  },
  "required": [
    "privacyNoticeDelivered"
  ]
}

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