omniflow-studio-webmcp.vercel.app

{
  "name": "inspect_canvas_state",
  "kind": "answer",
  "impl": "imperative",
  "description": "Inspect the complete current graph topology, node health metrics, CPU/memory usage, replica counts, and connection links on the visual canvas.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "create_node",
  "kind": "act",
  "impl": "imperative",
  "description": "Add an architecture component to the visual canvas (gateway, microservice, database, cache, queue, AI model, NVIDIA GPU cluster, vector DB, auth, storage, CDN).",
  "inputSchema": {
    "type": "object",
    "properties": {
      "label": {
        "type": "string",
        "description": "Name of the component"
      },
      "type": {
        "type": "string",
        "enum": [
          "gateway",
          "service",
          "serverless",
          "ai_model",
          "gpu_cluster",
          "database",
          "vector_db",
          "cache",
          "queue",
          "blob_store",
          "auth",
          "third_party",
          "cdn"
        ],
        "description": "Type of component"
      },
      "x": {
        "type": "number"
      },
      "y": {
        "type": "number"
      },
      "replicas": {
        "type": "number"
      },
      "cpu": {
        "type": "number"
      },
      "memory": {
        "type": "number"
      }
    },
    "required": [
      "label",
      "type"
    ]
  }
}

{
  "name": "delete_node",
  "kind": "transact",
  "impl": "imperative",
  "description": "Delete an architecture node from the canvas by ID, removing its connected links.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "id": {
        "type": "string"
      }
    },
    "required": [
      "id"
    ]
  }
}

{
  "name": "scale_node_replicas",
  "kind": "act",
  "impl": "imperative",
  "description": "Scale the horizontal replica count for a specific microservice, container, or GPU node.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "id": {
        "type": "string"
      },
      "replicas": {
        "type": "number"
      }
    },
    "required": [
      "id",
      "replicas"
    ]
  }
}

{
  "name": "connect_nodes",
  "kind": "act",
  "impl": "imperative",
  "description": "Connect two architecture components with a directional link, specifying protocol and latency.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "from": {
        "type": "string"
      },
      "to": {
        "type": "string"
      },
      "protocol": {
        "type": "string"
      },
      "latency": {
        "type": "string"
      },
      "throughput": {
        "type": "string"
      }
    },
    "required": [
      "from",
      "to"
    ]
  }
}

{
  "name": "disconnect_nodes",
  "kind": "act",
  "impl": "imperative",
  "description": "Remove a connection link between two nodes.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "from": {
        "type": "string"
      },
      "to": {
        "type": "string"
      }
    },
    "required": [
      "from",
      "to"
    ]
  }
}

{
  "name": "batch_build_architecture",
  "kind": "act",
  "impl": "imperative",
  "description": "Atomically assemble a complete multi-tier system topology on the canvas in one transaction.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "nodes": {
        "type": "array"
      },
      "connections": {
        "type": "array"
      },
      "autoLayout": {
        "type": "boolean"
      }
    },
    "required": [
      "nodes",
      "connections"
    ]
  }
}

{
  "name": "estimate_cloud_costs",
  "kind": "act",
  "impl": "imperative",
  "description": "Calculate detailed FinOps cloud infrastructure cost breakdown ($/mo and $/hr) based on provisioned nodes and replica counts.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "optimize_cloud_costs",
  "kind": "act",
  "impl": "imperative",
  "description": "Run automated FinOps cost optimization: downscales over-provisioned idle services, suggests spot instances, and injects caching to reduce database compute bills.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "inject_ddos_attack",
  "kind": "act",
  "impl": "imperative",
  "description": "Chaos Engineering: Simulates a massive 50,000 RPS DDoS traffic flood on ingress gateways.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "rps": {
        "type": "number",
        "description": "Simulated attack traffic volume"
      }
    }
  }
}

{
  "name": "kill_random_node",
  "kind": "act",
  "impl": "imperative",
  "description": "Chaos Engineering: Terminates a random backend microservice to test failover and Kafka message buffering.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "simulate_gpu_oom",
  "kind": "act",
  "impl": "imperative",
  "description": "Chaos Engineering: Simulates GPU Out-Of-Memory on NVIDIA H100 clusters to test tensor parallelism recovery.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "auto_heal_cluster",
  "kind": "act",
  "impl": "imperative",
  "description": "Automated Resilience: Recovers all failed nodes, mitigates DDoS attacks with Cloudflare WAF, and defragments GPU memory.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "simulate_traffic",
  "kind": "act",
  "impl": "imperative",
  "description": "Run real-time traffic stress simulation on the canvas with animated packet flow, tracking requests/sec and load fluctuations.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "rps": {
        "type": "number"
      }
    }
  }
}

{
  "name": "stop_simulation",
  "kind": "act",
  "impl": "imperative",
  "description": "Halt active traffic simulation.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "run_security_audit",
  "kind": "act",
  "impl": "imperative",
  "description": "Run deep security, SOC2/OWASP compliance, and Single Point of Failure (SPOF) audit on the active architecture.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "optimize_architecture",
  "kind": "act",
  "impl": "imperative",
  "description": "Optimize canvas topology for latency, cost, security, or high-availability.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "goal": {
        "type": "string",
        "enum": [
          "latency",
          "cost",
          "high_availability",
          "security"
        ]
      }
    },
    "required": [
      "goal"
    ]
  }
}

{
  "name": "generate_infrastructure_code",
  "kind": "act",
  "impl": "imperative",
  "description": "Generate production-ready Infrastructure as Code (Terraform, Kubernetes Helm, CloudFormation, Docker, or TypeScript).",
  "inputSchema": {
    "type": "object",
    "properties": {
      "target": {
        "type": "string",
        "enum": [
          "terraform",
          "helm",
          "cloudformation",
          "docker",
          "typescript",
          "all"
        ]
      }
    },
    "required": [
      "target"
    ]
  }
}

{
  "name": "apply_layout_preset",
  "kind": "act",
  "impl": "imperative",
  "description": "Automatically organize and align canvas nodes with clean hierarchical spacing.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "layout": {
        "type": "string",
        "enum": [
          "hierarchical",
          "circular",
          "grid"
        ]
      }
    }
  }
}

{
  "name": "load_architecture_template",
  "kind": "act",
  "impl": "imperative",
  "description": "Load an architectural blueprint onto the canvas (nvidia-gpu-ai, agent-swarm, ecommerce, fintech).",
  "inputSchema": {
    "type": "object",
    "properties": {
      "templateId": {
        "type": "string",
        "enum": [
          "nvidia-gpu-ai",
          "agent-swarm",
          "ecommerce",
          "fintech"
        ]
      }
    },
    "required": [
      "templateId"
    ]
  }
}

{
  "name": "export_canvas_image",
  "kind": "act",
  "impl": "imperative",
  "description": "Export and download a high-resolution PNG image of the current architecture canvas.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "clear_canvas",
  "kind": "act",
  "impl": "imperative",
  "description": "Reset and clear the entire visual canvas.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "toggle_autonomous_autopilot",
  "kind": "act",
  "impl": "imperative",
  "description": "Toggle the autonomous self-healing auto-pilot daemon. When enabled, the AI continuously monitors node load, mitigates DDoS floods, and auto-scales replicas in real-time.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "enabled": {
        "type": "boolean",
        "description": "Force state (true to enable, false to disable)"
      }
    }
  }
}

{
  "name": "benchmark_ai_models",
  "kind": "act",
  "impl": "imperative",
  "description": "Benchmark and compare Claude 3.7, GPT-4o, Gemini 2.0 Flash, and DeepSeek-R1 inference throughput, TTFT latency, VRAM footprint, and cost trade-offs for the active cluster.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "simulate_global_geo_distribution",
  "kind": "act",
  "impl": "imperative",
  "description": "Simulate and inspect multi-region Anycast global edge distribution across US, Europe, Tokyo, and São Paulo with PoP cache hit ratios and regional latency SLAs.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "generate_architecture_manifesto",
  "kind": "act",
  "impl": "imperative",
  "description": "Generate a comprehensive SOC2/ISO-compliant Architecture Manifesto and executive Markdown report with Mermaid system graph diagrams.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "export_architecture_json",
  "kind": "act",
  "impl": "imperative",
  "description": "Export and download the complete active visual architecture as a standardized JSON blueprint.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "import_architecture_json",
  "kind": "act",
  "impl": "imperative",
  "description": "Import and render a custom architecture JSON definition onto the canvas, replacing or updating the active graph.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "architectureJson": {
        "type": "string",
        "description": "Valid JSON string containing nodes and connections arrays."
      }
    },
    "required": [
      "architectureJson"
    ]
  }
}

{
  "name": "search_products",
  "kind": "answer",
  "impl": "imperative",
  "description": "Search the product catalog of available cloud components, blueprints, and infrastructure modules.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "query": {
        "type": "string",
        "description": "Keyword, category, or product name to search (e.g. \"h100\", \"database\", \"ai\", \"redis\", \"gateway\", \"blueprint\")."
      }
    },
    "required": [
      "query"
    ]
  }
}

{
  "name": "quick_add_component",
  "kind": "act",
  "impl": "declarative",
  "description": "Quickly add an architecture component to the visual canvas via declarative HTML form",
  "inputSchema": {
    "type": "object",
    "properties": {
      "label": {
        "type": "string",
        "description": "Component Name (e.g. InferenceEngine)"
      },
      "type": {
        "type": "string",
        "enum": [
          "gpu_cluster",
          "service",
          "database",
          "cache",
          "ai_model",
          "queue",
          "gateway"
        ]
      }
    },
    "required": [
      "label"
    ]
  }
}

{
  "name": "trigger_quick_optimization",
  "kind": "act",
  "impl": "declarative",
  "description": "Trigger architecture optimization for cost or latency using HTML declarative tool",
  "inputSchema": {
    "type": "object",
    "properties": {
      "goal": {
        "type": "string",
        "enum": [
          "cost",
          "latency",
          "high_availability"
        ]
      }
    }
  }
}