makinai.co WebMCP Tools, Schemas & Agent Capabilities

makinai.co

live Unverified (seed import) AI & Agents 7 tools imperative implementation

AI strategy, digital marketing, growth and transformation for companies in the United States, Brazil and Latin America. From strategy to implementation and scale.

First seen 2026-08-31 · Last seen 2026-10-12 · Source: webmcp.com

Answer 4 · Act 3 · Transact 0 · Score: Not yet scored

Tool inspector

build_makinai_project_brief

act imperative

Use only after qualify_makinai_project and consume its qualification result. Returns JSON {kind, language, sourceQualificationId, readinessStage, title, objective, successMeasure, proposedScope[], dependencies[], principalRisks[], recommendedNextTool, recommendedNextStep, consultationPrefill, consultationUrl}; exact contract: inputSchema.x-outputSchema.

Page: /

Input schema

Property	Type	Required	Description
`businessGoal`	string	yes	Business outcome or operational challenge to address.
`industry`	string	no	Company industry or business sector.
`successMeasure`	string	yes	Metric or observable outcome that defines success.
`currentSystems`	string	no	Relevant systems, data and current workflow.
`constraints`	string	no	Known security, compliance, budget or operating constraints.
`dataReadiness`	string	no	Current data readiness.
`timeline`	string	no	Desired decision or delivery timing.
`region`	string	no	Primary operating region.
`language`	string	no	Response language: pt, en or es. Defaults to the page language.
`qualification`	object	yes	The exact readiness result returned by qualify_makinai_project.

Raw JSON schema

{
  "type": "object",
  "additionalProperties": false,
  "properties": {
    "businessGoal": {
      "type": "string",
      "minLength": 3,
      "maxLength": 240,
      "description": "Business outcome or operational challenge to address."
    },
    "industry": {
      "type": "string",
      "maxLength": 120,
      "description": "Company industry or business sector."
    },
    "successMeasure": {
      "type": "string",
      "minLength": 3,
      "maxLength": 180,
      "description": "Metric or observable outcome that defines success."
    },
    "currentSystems": {
      "type": "string",
      "maxLength": 300,
      "description": "Relevant systems, data and current workflow."
    },
    "constraints": {
      "type": "string",
      "maxLength": 300,
      "description": "Known security, compliance, budget or operating constraints."
    },
    "dataReadiness": {
      "type": "string",
      "enum": [
        "unknown",
        "fragmented",
        "accessible",
        "production_ready"
      ],
      "description": "Current data readiness."
    },
    "timeline": {
      "type": "string",
      "enum": [
        "exploring",
        "within_90_days",
        "three_to_six_months",
        "later"
      ],
      "description": "Desired decision or delivery timing."
    },
    "region": {
      "type": "string",
      "enum": [
        "us",
        "brazil",
        "latam",
        "global"
      ],
      "description": "Primary operating region."
    },
    "language": {
      "type": "string",
      "enum": [
        "pt",
        "en",
        "es"
      ],
      "description": "Response language: pt, en or es. Defaults to the page language."
    },
    "qualification": {
      "type": "object",
      "additionalProperties": false,
      "description": "The exact readiness result returned by qualify_makinai_project.",
      "properties": {
        "qualificationId": {
          "type": "string",
          "minLength": 4,
          "maxLength": 80
        },
        "readinessStage": {
          "type": "string",
          "enum": [
            "ready_for_discovery",
            "needs_foundation",
            "needs_more_context"
          ]
        },
        "readinessGaps": {
          "type": "array",
          "maxItems": 5,
          "items": {
            "type": "string",
            "minLength": 1,
            "maxLength": 180
          }
        }
      },
      "required": [
        "qualificationId",
        "readinessStage",
        "readinessGaps"
      ]
    }
  },
  "required": [
    "businessGoal",
    "successMeasure",
    "qualification"
  ],
  "$comment": "Chrome WebMCP currently exposes inputSchema but not outputSchema. x-outputSchema documents the exact JSON result contract for agents.",
  "x-outputSchema": {
    "oneOf": [
      {
        "type": "object",
        "additionalProperties": false,
        "properties": {
          "kind": {
            "const": "preliminary_project_brief"
          },
          "language": {
            "type": "string",
            "enum": [
              "pt",
              "en",
              "es"
            ]
          },
          "sourceQualificationId": {
            "type": "string",
            "maxLength": 80
          },
          "readinessStage": {
            "type": "string",
            "enum": [
              "ready_for_discovery",
              "needs_foundation",
              "needs_more_context"
            ]
          },
          "title": {
            "type": "string",
            "maxLength": 120
          },
          "objective": {
            "type": "string",
            "maxLength": 130
          },
          "successMeasure": {
            "type": "string",
            "maxLength": 120
          },
          "proposedScope": {
            "type": "array",
            "maxItems": 5,
            "items": {
              "type": "string",
              "maxLength": 240
            }
          },
          "dependencies": {
            "type": "array",
            "maxItems": 5,
            "items": {
              "type": "string",
              "maxLength": 240
            }
          },
          "principalRisks": {
            "type": "array",
            "maxItems": 5,
            "items": {
              "type": "string",
              "maxLength": 240
            }
          },
          "recommendedNextTool": {
            "const": "find_makinai_services"
          },
          "recommendedNextStep": {
            "type": "string",
            "maxLength": 120
          },
          "consultationPrefill": {
            "type": "string",
            "maxLength": 300
          },
          "consultationUrl": {
            "type": "string",
            "format": "uri",
            "maxLength": 240
          }
        },
        "required": [
          "kind",
          "language",
          "sourceQualificationId",
          "readinessStage",
          "title",
          "objective",
          "successMeasure",
          "proposedScope",
          "dependencies",
          "principalRisks",
          "recommendedNextTool",
          "recommendedNextStep",
          "consultationPrefill",
          "consultationUrl"
        ]
      },
      {
        "type": "object",
        "additionalProperties": false,
        "properties": {
          "kind": {
            "const": "error"
          },
          "code": {
            "type": "string",
            "maxLength": 80
          },
          "message": {
            "type": "string",
            "maxLength": 240
          }
        },
        "required": [
          "kind",
          "code",
          "message"
        ]
      }
    ]
  }
}

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