---
schema: "interfacedelta-service-md/1"
target_key: "sha256:38a0d15de648de546f1b708c1d144269bd06a455a561c21d12e3055166b5bfff"
origin: "https://mcp.chat.ethora.com"
protocols: ["mcp"]
observed_at: "2026-11-12T15:15:00.575Z"
generated_at: "2026-11-13T00:29:02.779Z"
record_url: "https://interfacedelta.com/atlas/sha256:38a0d15de648de546f1b708c1d144269bd06a455a561c21d12e3055166b5bfff"
record_api: "https://interfacedelta.com/api/v1/record/services/sha256:38a0d15de648de546f1b708c1d144269bd06a455a561c21d12e3055166b5bfff"
source: "InterfaceDelta atlas"
license_note: "Use of this record is governed by https://interfacedelta.com/terms."
---

# Service record: https://mcp.chat.ethora.com

## Identity
- Origin: https://mcp.chat.ethora.com
- Endpoints: https://mcp.chat.ethora.com/mcp
- Protocols: mcp
- Registry names: io.github.dappros/ethora-mcp-server
- First retained observation: 2026-11-12T15:15:00.575Z
- Latest observation: 2026-11-12T15:15:00.575Z

## Tools
- Tool 1: ethora-agent-activate (mcp); inputs: agentId, agentIdOrAddress, appId, chatJid; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
- Tool 2: ethora-agent-create (mcp); inputs: appId, botAvatarUrl, botDisplayName, categories, cooldownSec, flowsYaml, greetingMessage, isPublished; inputs omitted: 12; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}
- Tool 3: ethora-agent-invite (mcp); inputs: agentId, agentIdOrAddress, appId, chatId, chatJid; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}
- Tool 4: ethora-agent-list (mcp); inputs: appId, category, limit, offset, visibility; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
- Tool 5: ethora-agent-update (mcp); inputs: agentId, agentIdOrAddress, botAvatarUrl, botDisplayName, categories, cooldownSec, flowsYaml, greetingMessage; inputs omitted: 13; annotations: {"readOnlyHint":false,"destructiveHint":true,"idempotentHint":true,"openWorldHint":true}
- Tool 6: ethora-api-key-create (mcp); inputs: confirm, name, ttlDays; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}
- Tool 7: ethora-app-create (mcp); inputs: displayName; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}
- Tool 8: ethora-app-list (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
- Tool 9: ethora-app-select (mcp); inputs: appId, appToken, authMode; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 10: ethora-app-update (mcp); inputs: appDescription, appId, appTagline, botStatus, displayName, domainName, primaryColor; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":true,"idempotentHint":true,"openWorldHint":true}
- Tool 11: ethora-chat-create (mcp); inputs: appId, pinned, title; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}
- Tool 12: ethora-chat-history (mcp); inputs: appId, before, chatId, limit, roomJid; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
- Tool 13: ethora-feedback-submit (mcp); inputs: category, email, includeRecentErrors, message; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}
- Tool 14: ethora-help (mcp); inputs: goal; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 15: ethora-message-send (mcp); inputs: appId, chatId, roomJid, senderName, text, waitForReplySec; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}
- Tool 16: ethora-source-doc-upload (mcp); inputs: agentId, agentIdOrAddress, appId, files, tags; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}
- Tool 17: ethora-source-site-crawl-wait (mcp); inputs: agentId, agentIdOrAddress, appId, followLink, force, timeoutMs, url; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":true,"idempotentHint":false,"openWorldHint":true}
- Tool 18: ethora-status (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 19: ethora-tools-enable (mcp); inputs: group; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 20: ethora-user-login (mcp); inputs: apiKeyName, apiKeyTtlDays, createApiKey, email, password; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
- Tool 21: ethora-user-register (mcp); inputs: apiKeyName, apiKeyTtlDays, createApiKey, email, firstName, lastName, password; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}
- Tool 22: ethora-widget-snippet-get (mcp); inputs: apiBase, appId, botAvatar, botId, botName, greeting, locale, position; inputs omitted: 2; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
- Tool 23: fetch (mcp); inputs: id; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 24: search (mcp); inputs: query; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
Tools omitted: 0.

## Effect readings (AI)
- Tool 1 (ethora-agent-activate): ◇ AI reading; state: counted; updates (confidence 0.86); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 2 (ethora-agent-create): ◇ AI reading; state: counted; creates (confidence 0.83); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 4 (ethora-agent-list): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 5 (ethora-agent-update): ◇ AI reading; state: counted; updates (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 6 (ethora-api-key-create): ◇ AI reading; state: counted; creates (confidence 0.84); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 7 (ethora-app-create): ◇ AI reading; state: counted; creates (confidence 0.88); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 8 (ethora-app-list): ◇ AI reading; state: counted; reads (confidence 0.902); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 10 (ethora-app-update): ◇ AI reading; state: counted; updates (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 11 (ethora-chat-create): ◇ AI reading; state: counted; creates (confidence 0.89); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 12 (ethora-chat-history): ◇ AI reading; state: counted; reads (confidence 0.92); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 14 (ethora-help): ◇ AI reading; state: counted; none (confidence 0.84); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 15 (ethora-message-send): ◇ AI reading; state: counted; sends_messages (confidence 0.88); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 16 (ethora-source-doc-upload): ◇ AI reading; state: counted; creates (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 18 (ethora-status): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 21 (ethora-user-register): ◇ AI reading; state: counted; creates (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 22 (ethora-widget-snippet-get): ◇ AI reading; state: counted; none (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 23 (fetch): ◇ AI reading; state: counted; reads (confidence 0.8); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 24 (search): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5.

## Change history
No changes recorded in the retained history.

## Payment rails
- Protocols observed: none.
- HTTP 402 seen in retained observations: false.

## Not covered
- We don't call tools.
- We don't rate or certify.
- We don't publish prices.
- We cover only what was observed.

## Evidence
- Identity: observed / declared; observation time: 2026-11-12T15:15:00.575Z.
- Tools: declared; observation time: 2026-11-12T15:15:00.575Z.
- Effect readings (AI): AI reading; observation time: 2026-11-12T15:15:00.575Z.
- Change history: observed; observation time: 2026-11-12T15:15:00.575Z; change observation times: none.
- Payment rails: observed; observation time: 2026-11-12T15:15:00.575Z.

```json
{
  "schema": "interfacedelta-service-md/1",
  "target_key": "sha256:38a0d15de648de546f1b708c1d144269bd06a455a561c21d12e3055166b5bfff",
  "origin": "https://mcp.chat.ethora.com",
  "protocols": [
    "mcp"
  ],
  "observed_at": "2026-11-12T15:15:00.575Z",
  "generated_at": "2026-11-13T00:29:02.779Z",
  "record_url": "https://interfacedelta.com/atlas/sha256:38a0d15de648de546f1b708c1d144269bd06a455a561c21d12e3055166b5bfff",
  "record_api": "https://interfacedelta.com/api/v1/record/services/sha256:38a0d15de648de546f1b708c1d144269bd06a455a561c21d12e3055166b5bfff",
  "source": "InterfaceDelta atlas",
  "license_note": "Use of this record is governed by https://interfacedelta.com/terms.",
  "identity": {
    "origin": "https://mcp.chat.ethora.com",
    "endpoints": [
      "https://mcp.chat.ethora.com/mcp"
    ],
    "protocols": [
      "mcp"
    ],
    "registry_names": [
      "io.github.dappros/ethora-mcp-server"
    ],
    "first_retained_observation": "2026-11-12T15:15:00.575Z",
    "latest_observation": "2026-11-12T15:15:00.575Z"
  },
  "tools": [
    {
      "name": "ethora-agent-activate",
      "protocol": "mcp",
      "inputs": [
        "agentId",
        "agentIdOrAddress",
        "appId",
        "chatJid"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "updates",
            "confidence": 0.86
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-agent-create",
      "protocol": "mcp",
      "inputs": [
        "appId",
        "botAvatarUrl",
        "botDisplayName",
        "categories",
        "cooldownSec",
        "flowsYaml",
        "greetingMessage",
        "isPublished"
      ],
      "inputs_omitted": 12,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "creates",
            "confidence": 0.83
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-agent-invite",
      "protocol": "mcp",
      "inputs": [
        "agentId",
        "agentIdOrAddress",
        "appId",
        "chatId",
        "chatJid"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": true
      },
      "effects": null
    },
    {
      "name": "ethora-agent-list",
      "protocol": "mcp",
      "inputs": [
        "appId",
        "category",
        "limit",
        "offset",
        "visibility"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.9
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-agent-update",
      "protocol": "mcp",
      "inputs": [
        "agentId",
        "agentIdOrAddress",
        "botAvatarUrl",
        "botDisplayName",
        "categories",
        "cooldownSec",
        "flowsYaml",
        "greetingMessage"
      ],
      "inputs_omitted": 13,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": true,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "updates",
            "confidence": 0.9
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-api-key-create",
      "protocol": "mcp",
      "inputs": [
        "confirm",
        "name",
        "ttlDays"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "creates",
            "confidence": 0.84
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-app-create",
      "protocol": "mcp",
      "inputs": [
        "displayName"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "creates",
            "confidence": 0.88
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-app-list",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.902
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-app-select",
      "protocol": "mcp",
      "inputs": [
        "appId",
        "appToken",
        "authMode"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "ethora-app-update",
      "protocol": "mcp",
      "inputs": [
        "appDescription",
        "appId",
        "appTagline",
        "botStatus",
        "displayName",
        "domainName",
        "primaryColor"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": true,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "updates",
            "confidence": 0.85
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-chat-create",
      "protocol": "mcp",
      "inputs": [
        "appId",
        "pinned",
        "title"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "creates",
            "confidence": 0.89
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-chat-history",
      "protocol": "mcp",
      "inputs": [
        "appId",
        "before",
        "chatId",
        "limit",
        "roomJid"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.92
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-feedback-submit",
      "protocol": "mcp",
      "inputs": [
        "category",
        "email",
        "includeRecentErrors",
        "message"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": true
      },
      "effects": null
    },
    {
      "name": "ethora-help",
      "protocol": "mcp",
      "inputs": [
        "goal"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "none",
            "confidence": 0.84
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-message-send",
      "protocol": "mcp",
      "inputs": [
        "appId",
        "chatId",
        "roomJid",
        "senderName",
        "text",
        "waitForReplySec"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "sends_messages",
            "confidence": 0.88
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-source-doc-upload",
      "protocol": "mcp",
      "inputs": [
        "agentId",
        "agentIdOrAddress",
        "appId",
        "files",
        "tags"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "creates",
            "confidence": 0.9
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-source-site-crawl-wait",
      "protocol": "mcp",
      "inputs": [
        "agentId",
        "agentIdOrAddress",
        "appId",
        "followLink",
        "force",
        "timeoutMs",
        "url"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": true,
        "idempotentHint": false,
        "openWorldHint": true
      },
      "effects": null
    },
    {
      "name": "ethora-status",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.85
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-tools-enable",
      "protocol": "mcp",
      "inputs": [
        "group"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "ethora-user-login",
      "protocol": "mcp",
      "inputs": [
        "apiKeyName",
        "apiKeyTtlDays",
        "createApiKey",
        "email",
        "password"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": null
    },
    {
      "name": "ethora-user-register",
      "protocol": "mcp",
      "inputs": [
        "apiKeyName",
        "apiKeyTtlDays",
        "createApiKey",
        "email",
        "firstName",
        "lastName",
        "password"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "creates",
            "confidence": 0.85
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "ethora-widget-snippet-get",
      "protocol": "mcp",
      "inputs": [
        "apiBase",
        "appId",
        "botAvatar",
        "botId",
        "botName",
        "greeting",
        "locale",
        "position"
      ],
      "inputs_omitted": 2,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "none",
            "confidence": 0.9
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "fetch",
      "protocol": "mcp",
      "inputs": [
        "id"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.8
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "search",
      "protocol": "mcp",
      "inputs": [
        "query"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.9
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    }
  ],
  "tools_omitted": 0,
  "tools_state": "recorded",
  "changes": [],
  "payment_rails": {
    "protocols": [],
    "http_402_seen": false
  },
  "not_covered": [
    "We don't call tools.",
    "We don't rate or certify.",
    "We don't publish prices.",
    "We cover only what was observed."
  ],
  "evidence": [
    {
      "section": "Identity",
      "classes": [
        "observed",
        "declared"
      ],
      "observed_at": "2026-11-12T15:15:00.575Z"
    },
    {
      "section": "Tools",
      "classes": [
        "declared"
      ],
      "observed_at": "2026-11-12T15:15:00.575Z"
    },
    {
      "section": "Effect readings (AI)",
      "classes": [
        "AI reading"
      ],
      "observed_at": "2026-11-12T15:15:00.575Z"
    },
    {
      "section": "Change history",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-12T15:15:00.575Z",
      "observation_times": []
    },
    {
      "section": "Payment rails",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-12T15:15:00.575Z"
    }
  ]
}
```