{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "name": "iliev-ai-advisory-mcp",
  "version": "1.0.0",
  "description": "Model Context Protocol (MCP) tool manifest exposing Sergiu Iliev's AI & Engineering Advisory practice, specialized capabilities in defense combat autonomy (BAE Systems Tempest), satellite computer vision (Spacept), investment-grade technical due diligence, and sovereign agentic infrastructure.",
  "tools": [
    {
      "name": "get_advisory_brief",
      "description": "Returns the complete engineering consulting brief covering AI systems architecture, defense combat autonomy (BAE Systems Tempest Future Concepts), Earth observation computer vision, investment technical due diligence, and sovereign local compute.",
      "inputSchema": {
        "type": "object",
        "properties": {
          "domain": {
            "type": "string",
            "enum": [
              "all",
              "bae_tempest_autonomy",
              "computer_vision_remote_sensing",
              "investment_due_diligence",
              "sovereign_multi_agent_systems",
              "hypersonic_physical_ai"
            ],
            "default": "all",
            "description": "Specific advisory practice domain to retrieve, or 'all' for the complete brief."
          }
        },
        "required": []
      }
    },
    {
      "name": "get_case_studies",
      "description": "Returns detailed, verified case studies across Sergiu Iliev's flagship engineering advisory and technical leadership engagements.",
      "inputSchema": {
        "type": "object",
        "properties": {
          "project": {
            "type": "string",
            "enum": [
              "all",
              "bae_tempest",
              "spacept",
              "destinus",
              "heretic_mechanistic_safety"
            ],
            "default": "all",
            "description": "Flagship project identifier to query."
          }
        },
        "required": []
      }
    },
    {
      "name": "evaluate_due_diligence_scope",
      "description": "Evaluates target investment or technology claims (AI algorithmic moat, TRL validity, compute unit economics, sensor fusion architecture) and returns a structured due diligence audit roadmap.",
      "inputSchema": {
        "type": "object",
        "required": [
          "target_sector",
          "core_technology_claim",
          "funding_stage"
        ],
        "properties": {
          "target_sector": {
            "type": "string",
            "enum": [
              "deep_tech_ai",
              "defense_aerospace",
              "computer_vision_geospatial",
              "robotics_autonomous_vehicles",
              "sovereign_compute"
            ],
            "description": "Sector of the target startup or asset under evaluation."
          },
          "core_technology_claim": {
            "type": "string",
            "description": "Key technological claim (e.g. 'Proprietary vision foundation model for SAR imagery', 'Sub-meter 3D reconstruction without LiDAR')."
          },
          "funding_stage": {
            "type": "string",
            "enum": ["seed", "series_a", "series_b_plus", "growth_pe", "ma_acquisition"],
            "description": "Financing or transaction stage."
          }
        }
      }
    },
    {
      "name": "submit_consulting_inquiry",
      "description": "Validates inbound advisory inquiries from automated agents or corporate leaders, formats a structured engagement scope, and generates an executive dispatch payload with fallback communication channels.",
      "inputSchema": {
        "type": "object",
        "required": [
          "client_name",
          "organization",
          "practice_area",
          "project_summary",
          "contact_email"
        ],
        "properties": {
          "client_name": {
            "type": "string",
            "description": "Full name of the principal, board member, or partner."
          },
          "organization": {
            "type": "string",
            "description": "Company, fund, defense contractor, or government entity."
          },
          "practice_area": {
            "type": "string",
            "enum": [
              "defense_autonomy_advisory",
              "computer_vision_remote_sensing",
              "investment_due_diligence",
              "sovereign_multi_agent_deployment",
              "executive_board_retainer"
            ],
            "description": "Target consulting practice."
          },
          "urgency_or_timeline": {
            "type": "string",
            "description": "Desired turnaround (e.g., '1-week investor due diligence sprint', 'Q1 advisory board engagement')."
          },
          "project_summary": {
            "type": "string",
            "description": "Detailed briefing of technical objectives, constraints, and scope."
          },
          "contact_email": {
            "type": "string",
            "format": "email",
            "description": "Direct return email address for correspondence."
          }
        }
      }
    }
  ],
  "resources": [
    {
      "uri": "advisory://brief/full",
      "name": "ILIEV AI Consulting Brief (Full)",
      "mimeType": "text/markdown",
      "description": "Comprehensive engineering consulting brief outlining BAE Tempest advisory, computer vision, investment due diligence, and engagement models."
    },
    {
      "uri": "advisory://case-studies/tempest",
      "name": "BAE Systems Tempest Future Concepts Case Study",
      "mimeType": "text/markdown",
      "description": "Advisory case study on 6th-generation combat aircraft autonomy, collaborative combat wingmen, and sensor fusion."
    },
    {
      "uri": "advisory://case-studies/spacept",
      "name": "Spacept Satellite Computer Vision Case Study",
      "mimeType": "text/markdown",
      "description": "Founding and technical architecture of Spacept: orbital AI, 3D Umbra physics height extraction, and continental grid monitoring."
    },
    {
      "uri": "advisory://frameworks/due-diligence",
      "name": "Investment Technical Due Diligence Framework",
      "mimeType": "text/markdown",
      "description": "Methodology for evaluating algorithmic moats, compute unit economics, and TRL claims for venture capital and growth equity."
    }
  ]
}