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webmcp-hackathon-devpost.vercel.app

webmcp-hackathon-devpost.vercel.app

live Unverified (seed import) Developer Tools 16 tools imperative implementation

An AI-native incident response console where a human and an agent work the same live incident together, over WebMCP.

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

Answer 11 · Act 4 · Transact 1 · Score: Not yet scored

Tool inspector

propose_remediation

act imperative

Put a diagnosis and a proposed action in front of the human operator, citing the evidence that supports it. Proposing changes nothing and is never gated — but a proposal is rejected unless it cites at least two evidence ids from at least two different kinds of evidence, each one actually returned to you in this run. One reading is a coincidence. This is how you turn an investigation into something a person can act on.

Input schema

PropertyTypeRequiredDescription
hypothesis string yes What you believe is happening and why, in your own words. Shown to the human; it is not used to decide anything.
service string yes One of the five services in the environment.
action string yes The remediation to apply if a human approves it.
parameters object no Action parameters: replicas (scale_replicas), flag (disable_feature_flag), fraction (shift_traffic). Out-of-range values are clamped.
evidence_ids array yes Ids returned to you by read-only tools in this run, such as ["log_0350", "dep_0006"].
Raw JSON schema
{
  "type": "object",
  "properties": {
    "hypothesis": {
      "type": "string",
      "description": "What you believe is happening and why, in your own words. Shown to the human; it is not used to decide anything."
    },
    "service": {
      "type": "string",
      "enum": [
        "api-gateway",
        "checkout-service",
        "payment-service",
        "inventory-service",
        "user-service"
      ],
      "description": "One of the five services in the environment."
    },
    "action": {
      "type": "string",
      "enum": [
        "rollback_deployment",
        "restart_service",
        "scale_replicas",
        "disable_feature_flag",
        "shift_traffic"
      ],
      "description": "The remediation to apply if a human approves it."
    },
    "parameters": {
      "type": "object",
      "description": "Action parameters: replicas (scale_replicas), flag (disable_feature_flag), fraction (shift_traffic). Out-of-range values are clamped.",
      "properties": {
        "replicas": {
          "type": "number"
        },
        "flag": {
          "type": "string"
        },
        "fraction": {
          "type": "number"
        }
      },
      "additionalProperties": false
    },
    "evidence_ids": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Ids returned to you by read-only tools in this run, such as [\"log_0350\", \"dep_0006\"]."
    }
  },
  "required": [
    "hypothesis",
    "service",
    "action",
    "evidence_ids"
  ],
  "additionalProperties": false
}

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