webmcp-hackathon-devpost.vercel.app
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
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
| Property | Type | Required | Description |
|---|---|---|---|
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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