Data Contract Guardian

← Incidents

inc-316729c012b8

network_data_session_v1 · high · awaiting_approval

Root cause

Contract network_data_session_v1 failed checks: freshness

Confidence: 75%

Human-in-the-loop gate — nothing runs until you explicitly approve the fingerprinted plan.

I reviewed the evidence bundles and ranked remediations for incident inc-316729c012b8.

action fingerprint: d6413417eb5452c21d51bd8e…

Fivetran MCP trace

3/3 tools ok

get_connection_details(live_stdio)
connection: toll_donator
ok
get_connection_state(live_stdio_enriched)
connection: toll_donator
ok
get_connection_schema_config(live_stdio)
connection: toll_donator
ok

Agent transcript

agent_step PLAN
Plan for network_data_session_v1: use Fivetran connector `toll_donator` (from FIVETRAN_CONNECTION_ID=toll_donator); call get_connection_details, get_connection_state, and get_connection_schema_config for table `data_session`; inspect the Fivetran UI Schema tab and sync logs; verify source columns session_id, subscriber_id, apn, rx_bytes, tx_bytes, data_charge; compare BigQuery `prj-caiml-hackathon-01.airtable_network_appxzsmwynqrvmfcq.data_session` against contract rules. Failed: freshness.
2026-06-10T22:01:05.008793+00:00
agent_step TOOLfivetran_mcp.get_connection_details
Fivetran MCP → get_connection_details (bundle eb-4ef3942d2f)
2026-06-10T22:01:19.643247+00:00
agent_step TOOLfivetran_mcp.get_connection_state
Fivetran MCP → get_connection_state (bundle eb-4487dae244)
2026-06-10T22:01:19.643261+00:00
agent_step TOOLfivetran_mcp.get_connection_schema_config
Fivetran MCP → get_connection_schema_config (bundle eb-314e433e37)
2026-06-10T22:01:19.643268+00:00
agent_step ANALYZE
Schema cross-check for `data_session`: 0 missing in BigQuery, 0 missing in Fivetran schema.
2026-06-10T22:01:23.596915+00:00
agent_step TOOLguardian.validate_data_contract
warehouse.validate_contract → checks attached to incident
2026-06-10T22:01:25.242324+00:00
agent_step SYNTH
Evidence-grounded RCA (confidence 75%): Contract network_data_session_v1 failed checks: freshness
2026-06-10T22:01:25.572839+00:00
agent_step PROPOSE
ARP ranked 2 remediations — top: Trigger manual Fivetran sync and investigate BigQuery ingestion lag
2026-06-10T22:01:25.572974+00:00
agent_step AWAIT
Human approval required before Slack/MR/sync side effects (human-in-the-loop gate)
2026-06-10T22:01:25.572986+00:00

Evidence bundles

[
  {
    "bundle_id": "eb-4ef3942d2f",
    "source": "fivetran_mcp",
    "tool_name": "get_connection_details",
    "connector_id": "ft_airtable_network",
    "data": {
      "is_error": false,
      "content": [
        {
          "type": "text",
          "text": "{\n  \"code\": \"Success\",\n  \"message\": \"Connection details retrieved successfully\",\n  \"data\": {\n    \"id\": \"toll_donator\",\n    \"group_id\": \"bluish_rightful\",\n    \"service\": \"airtable\",\n    \"service_version\": 0,\n    \"schema\": \"airtable\",\n    \"connected_by\": \"securities_monster\",\n    \"created_at\": \"2026-06-09T14:34:22.224636Z\",\n    \"succeeded_at\": \"2026-06-10T21:55:55.022000Z\",\n    \"failed_at\": null,\n    \"paused\": false,\n    \"pause_after_trial\": false,\n    \"sync_frequency\": 5,\n    \"data_delay_threshold\": 0,\n    \"data_delay_sensitivity\": \"NORMAL\",\n    \"private_link_id\": null,\n    \"networking_method\": \"Directly\",\n    \"proxy_agent_id\": null,\n    \"schedule_type\": \"auto\",\n    \"status\": {\n      \"setup_state\": \"connected\",\n      \"sync_state\": \"syncing\",\n      \"update_state\": \"on_schedule\",\n      \"is_historical_sync\": false,\n      \"tasks\": [],\n      \"warnings\": []\n    },\n    \"config\": {},\n    \"destination_schema_names\": \"FIVETRAN_NAMING\",\n    \"schedule\": {\n      \"schedule_type\": \"INTERVAL\",\n      \"days_of_week\": [\n        \"MONDAY\",\n        \"TUESDAY\",\n        \"WEDNESDAY\",\n        \"THURSDAY\",\n        \"FRIDAY\",\n        \"SATURDAY\",\n        \"SUNDAY\"\n      ],\n      \"interval\": 5\n    }\n  }\n}",
          "annotations": null,
          "meta": null
        }
      ],
      "structured_content": null,
      "text": "{\n  \"code\": \"Success\",\n  \"message\": \"Connection details retrieved successfully\",\n  \"data\": {\n    \"id\": \"toll_donator\",\n    \"group_id\": \"bluish_rightful\",\n    \"service\": \"airtable\",\n    \"service_version\": 0,\n    \"schema\": \"airtable\",\n    \"connected_by\": \"securities_monster\",\n    \"created_at\": \"2026-06-09T14:34:22.224636Z\",\n    \"succeeded_at\": \"2026-06-10T21:55:55.022000Z\",\n    \"failed_at\": null,\n    \"paused\": false,\n    \"pause_after_trial\": false,\n    \"sync_frequency\": 5,\n    \"data_delay_threshold\": 0,\n    \"data_delay_sensitivity\": \"NORMAL\",\n    \"private_link_id\": null,\n    \"networking_method\": \"Directly\",\n    \"proxy_agent_id\": null,\n    \"schedule_type\": \"auto\",\n    \"status\": {\n      \"setup_state\": \"connected\",\n      \"sync_state\": \"syncing\",\n      \"update_state\": \"on_schedule\",\n      \"is_historical_sync\": false,\n      \"tasks\": [],\n      \"warnings\": []\n    },\n    \"config\": {},\n    \"destination_schema_names\": \"FIVETRAN_NAMING\",\n    \"schedule\": {\n      \"schedule_type\": \"INTERVAL\",\n      \"days_of_week\": [\n        \"MONDAY\",\n        \"TUESDAY\",\n        \"WEDNESDAY\",\n        \"THURSDAY\",\n        \"FRIDAY\",\n        \"SATURDAY\",\n        \"SUNDAY\"\n      ],\n      \"interval\": 5\n    }\n  }\n}",
      "mcp_protocol": "Model Context Protocol",
      "mcp_transport": "stdio",
      "mcp_server": "github.com/fivetran/fivetran-mcp",
      "tool_name": "get_connection_details",
      "tool_arguments": {
        "schema_file": "open-api-definitions/connections/connection_details.json",
        "connection_id": "toll_donator"
      },
      "fivetran_response": {
        "code": "Success",
        "message": "Connection details retrieved successfully",
        "data": {
          "id": "toll_donator",
          "group_id": "bluish_rightful",
          "service": "airtable",
          "service_version": 0,
          "schema": "airtable",
          "connected_by": "securities_monster",
          "created_at": "2026-06-09T14:34:22.224636Z",
          "succeeded_at": "2026-06-10T21:55:55.022000Z",
          "failed_at": null,
          "paused": false,
          "pause_after_trial": false,
          "sync_frequency": 5,
          "data_delay_threshold": 0,
          "data_delay_sensitivity": "NORMAL",
          "private_link_id": null,
          "networking_method": "Directly",
          "proxy_agent_id": null,
          "schedule_type": "auto",
          "status": {
            "setup_state": "connected",
            "sync_state": "syncing",
            "update_state": "on_schedule",
            "is_historical_sync": false,
            "tasks": [],
            "warnings": []
          },
          "config": {},
          "destination_schema_names": "FIVETRAN_NAMING",
          "schedule": {
            "schedule_type": "INTERVAL",
            "days_of_week": [
              "MONDAY",
              "TUESDAY",
              "WEDNESDAY",
              "THURSDAY",
              "FRIDAY",
              "SATURDAY",
              "SUNDAY"
            ],
            "interval": 5
          }
        }
      },
      "resolved_connection_id": "toll_donator",
      "mcp_mode": "live_stdio",
      "read_only": true,
      "fetched_at": "2026-06-10T22:01:08.836664+00:00"
    }
  },
  {
    "bundle_id": "eb-4487dae244",
    "source": "fivetran_mcp",
    "tool_name": "get_connection_state",
    "connector_id": "ft_airtable_network",
    "data": {
      "fivetran_response": {
        "connection_id": "toll_donator",
        "service": "airtable",
        "schema": "airtable",
        "sync_state": "scheduled",
        "setup_state": "connected",
        "update_state": "on_schedule",
        "succeeded_at": "2026-06-10T22:01:12.323000Z",
        "failed_at": null,
        "paused": false,
        "enriched_from": "get_connection_details",
        "note": "Fivetran /connections/{id}/state is only supported for Function and SDK connectors; state derived from connection details."
      },
      "resolved_connection_id": "toll_donator",
      "mcp_mode": "live_stdio_enriched",
      "read_only": true,
      "fetched_at": "2026-06-10T22:01:15.991175+00:00",
      "fallback_reason": "Fivetran API error: 405 - HTTP 405 Method Not Allowed"
    }
  },
  {
    "bundle_id": "eb-314e433e37",
    "source": "fivetran_mcp",
    "tool_name": "get_connection_schema_config",
    "connector_id": "ft_airtable_network",
    "data": {
      "is_error": false,
      "content": [
        {
          "type": "text",
          "text": "{\n  \"code\": \"Success\",\n  \"message\": \"Schema configuration retrieved successfully\",\n  \"data\": {\n    \"enable_new_by_default\": true,\n    \"schemas\": {\n      \"airtable_network_appxzsMwyNQRVmFCq\": {\n        \"name_in_destination\": \"airtable_network_appxzsmwynqrvmfcq\",\n        \"enabled\": true,\n        \"tables\": {\n          \"Table 1\": {\n            \"name_in_destination\": \"table_1\",\n            \"sync_mode\": \"LIVE\",\n            \"enabled\": false,\n            \"enabled_patch_settings\": {\n              \"allowed\": true\n            },\n            \"supports_columns_config\": true,\n            \"supports_history_mode\": false\n          },\n          \"cdr\": {\n            \"name_in_destination\": \"cdr\",\n            \"sync_mode\": \"LIVE\",\n            \"enabled\": true,\n            \"enabled_patch_settings\": {\n              \"allowed\": true\n            },\n            \"supports_columns_config\": true,\n            \"supports_history_mode\": false\n          },\n          \"cell_tower\": {\n            \"name_in_destination\": \"cell_tower\",\n            \"sync_mode\": \"LIVE\",\n            \"enabled\": true,\n            \"enabled_patch_settings\": {\n              \"allowed\": true\n            },\n            \"supports_columns_config\": true,\n            \"supports_history_mode\": false\n          },\n          \"data_session\": {\n            \"name_in_destination\": \"data_session\",\n            \"sync_mode\": \"LIVE\",\n            \"enabled\": true,\n            \"enabled_patch_settings\": {\n              \"allowed\": true\n            },\n            \"supports_columns_config\": true,\n            \"supports_history_mode\": false\n          },\n          \"network_alarm\": {\n            \"name_in_destination\": \"network_alarm\",\n            \"sync_mode\": \"LIVE\",\n            \"enabled\": true,\n            \"enabled_patch_settings\": {\n              \"allowed\": true\n            },\n            \"supports_columns_config\": true,\n            \"supports_history_mode\": false\n          },\n          \"signal_sample\": {\n            \"name_in_destination\": \"signal_sample\",\n            \"sync_mode\": \"LIVE\",\n            \"enabled\": true,\n            \"enabled_patch_settings\": {\n              \"allowed\": true\n            },\n            \"supports_columns_config\": true,\n            \"supports_history_mode\": false\n          }\n        }\n      }\n    },\n    \"schema_change_handling\": \"ALLOW_ALL\"\n  }\n}",
          "annotations": null,
          "meta": null
        }
      ],
      "structured_content": null,
      "text": "{\n  \"code\": \"Success\",\n  \"message\": \"Schema configuration retrieved successfully\",\n  \"data\": {\n    \"enable_new_by_default\": true,\n    \"schemas\": {\n      \"airtable_network_appxzsMwyNQRVmFCq\": {\n        \"name_in_destination\": \"airtable_network_appxzsmwynqrvmfcq\",\n        \"enabled\": true,\n        \"tables\": {\n          \"Table 1\": {\n            \"name_in_destination\": \"table_1\",\n            \"sync_mode\": \"LIVE\",\n            \"enabled\": false,\n            \"enabled_patch_settings\": {\n              \"allowed\": true\n            },\n            \"supports_columns_config\": true,\n            \"supports_history_mode\": false\n          },\n          \"cdr\": {\n            \"name_in_destination\": \"cdr\",\n            \"sync_mode\": \"LIVE\",\n            \"enabled\": true,\n            \"enabled_patch_settings\": {\n              \"allowed\": true\n            },\n            \"supports_columns_config\": true,\n            \"supports_history_mode\": false\n          },\n          \"cell_tower\": {\n            \"name_in_destination\": \"cell_tower\",\n            \"sync_mode\": \"LIVE\",\n            \"enabled\": true,\n            \"enabled_patch_settings\": {\n              \"allowed\": true\n            },\n            \"supports_columns_config\": true,\n            \"supports_history_mode\": false\n          },\n          \"data_session\": {\n            \"name_in_destination\": \"data_session\",\n            \"sync_mode\": \"LIVE\",\n            \"enabled\": true,\n            \"enabled_patch_settings\": {\n              \"allowed\": true\n            },\n            \"supports_columns_config\": true,\n            \"supports_history_mode\": false\n          },\n          \"network_alarm\": {\n            \"name_in_destination\": \"network_alarm\",\n            \"sync_mode\": \"LIVE\",\n            \"enabled\": true,\n            \"enabled_patch_settings\": {\n              \"allowed\": true\n            },\n            \"supports_columns_config\": true,\n            \"supports_history_mode\": false\n          },\n          \"signal_sample\": {\n            \"name_in_destination\": \"signal_sample\",\n            \"sync_mode\": \"LIVE\",\n            \"enabled\": true,\n            \"enabled_patch_settings\": {\n              \"allowed\": true\n            },\n            \"supports_columns_config\": true,\n            \"supports_history_mode\": false\n          }\n        }\n      }\n    },\n    \"schema_change_handling\": \"ALLOW_ALL\"\n  }\n}",
      "mcp_protocol": "Model Context Protocol",
      "mcp_transport": "stdio",
      "mcp_server": "github.com/fivetran/fivetran-mcp",
      "tool_name": "get_connection_schema_config",
      "tool_arguments": {
        "schema_file": "open-api-definitions/connections/connection_schema_config.json",
        "connection_id": "toll_donator"
      },
      "fivetran_response": {
        "code": "Success",
        "message": "Schema configuration retrieved successfully",
        "data": {
          "enable_new_by_default": true,
          "schemas": {
            "airtable_network_appxzsMwyNQRVmFCq": {
              "name_in_destination": "airtable_network_appxzsmwynqrvmfcq",
              "enabled": true,
              "tables": {
                "Table 1": {
                  "name_in_destination": "table_1",
                  "sync_mode": "LIVE",
                  "enabled": false,
                  "enabled_patch_settings": {
                    "allowed": true
                  },
                  "supports_columns_config": true,
                  "supports_history_mode": false
                },
                "cdr": {
                  "name_in_destination": "cdr",
                  "sync_mode": "LIVE",
                  "enabled": true,
                  "enabled_patch_settings": {
                    "allowed": true
                  },
                  "supports_columns_config": true,
                  "supports_history_mode": false
                },
                "cell_tower": {
                  "name_in_destination": "cell_tower",
                  "sync_mode": "LIVE",
                  "enabled": true,
                  "enabled_patch_settings": {
                    "allowed": true
                  },
                  "supports_columns_config": true,
                  "supports_history_mode": false
                },
                "data_session": {
                  "name_in_destination": "data_session",
                  "sync_mode": "LIVE",
                  "enabled": true,
                  "enabled_patch_settings": {
                    "allowed": true
                  },
                  "supports_columns_config": true,
                  "supports_history_mode": false
                },
                "network_alarm": {
                  "name_in_destination": "network_alarm",
                  "sync_mode": "LIVE",
                  "enabled": true,
                  "enabled_patch_settings": {
                    "allowed": true
                  },
                  "supports_columns_config": true,
                  "supports_history_mode": false
                },
                "signal_sample": {
                  "name_in_destination": "signal_sample",
                  "sync_mode": "LIVE",
                  "enabled": true,
                  "enabled_patch_settings": {
                    "allowed": true
                  },
                  "supports_columns_config": true,
                  "supports_history_mode": false
                }
              }
            }
          },
          "schema_change_handling": "ALLOW_ALL"
        }
      },
      "resolved_connection_id": "toll_donator",
      "mcp_mode": "live_stdio",
      "read_only": true,
      "fetched_at": "2026-06-10T22:01:19.643027+00:00"
    }
  }
]

ARP — ranked remediations

Trigger manual Fivetran sync and investigate BigQuery ingestion lag R3
Connector is active (sync_state=syncing, not paused) but BigQuery table metadata is stale (345min > 60min cap). last_sync=2026-06-10T21:55:55.022000Z Review Fivetran sync logs and compare succeeded_at vs BigQuery last_modified.
Create GitHub issue with evidence bundle links R2
Coordinates owners without mutating the warehouse or connector.

[ { "bundle_id": "eb-4ef3942d2f", "source": "fivetran_mcp", "tool_name": "get_connection_details", "connector_id": "ft_airtable_network", "data": { "is_error": false, "content": [ { "type": "text", "text": "{\n \"code\": \"Success\",\n \"message\": \"Connection details retrieved successfully\",\n \"data\": {\n \"id\": \"toll_donator\",\n \"group_id\": \"bluish_rightful\",\n \"service\": \"airtable\",\n \"service_version\": 0,\n \"schema\": \"airtable\",\n \"connected_by\": \"securities_monster\",\n \"created_at\": \"2026-06-09T14:34:22.224636Z\",\n \"succeeded_at\": \"2026-06-10T21:55:55.022000Z\",\n \"failed_at\": null,\n \"paused\": false,\n \"pause_after_trial\": false,\n \"sync_frequency\": 5,\n \"data_delay_threshold\": 0,\n \"data_delay_sensitivity\": \"NORMAL\",\n \"private_link_id\": null,\n \"networking_method\": \"Directly\",\n \"proxy_agent_id\": null,\n \"schedule_type\": \"auto\",\n \"status\": {\n \"setup_state\": \"connected\",\n \"sync_state\": \"syncing\",\n \"update_state\": \"on_schedule\",\n \"is_historical_sync\": false,\n \"tasks\": [],\n \"warnings\": []\n },\n \"config\": {},\n \"destination_schema_names\": \"FIVETRAN_NAMING\",\n \"schedule\": {\n \"schedule_type\": \"INTERVAL\",\n \"days_of_week\": [\n \"MONDAY\",\n \"TUESDAY\",\n \"WEDNESDAY\",\n \"THURSDAY\",\n \"FRIDAY\",\n \"SATURDAY\",\n \"SUNDAY\"\n ],\n \"interval\": 5\n }\n }\n}", "annotations": null, "meta": null } ], "structured_content": null, "text": "{\n \"code\": \"Success\",\n \"message\": \"Connection details retrieved successfully\",\n \"data\": {\n \"id\": \"toll_donator\",\n \"group_id\": \"bluish_rightful\",\n \"service\": \"airtable\",\n \"service_version\": 0,\n \"schema\": \"airtable\",\n \"connected_by\": \"securities_monster\",\n \"created_at\": \"2026-06-09T14:34:22.224636Z\",\n \"succeeded_at\": \"2026-06-10T21:55:55.022000Z\",\n \"failed_at\": null,\n \"paused\": false,\n \"pause_after_trial\": false,\n \"sync_frequency\": 5,\n \"data_delay_threshold\": 0,\n \"data_delay_sensitivity\": \"NORMAL\",\n \"private_link_id\": null,\n \"networking_method\": \"Directly\",\n \"proxy_agent_id\": null,\n \"schedule_type\": \"auto\",\n \"status\": {\n \"setup_state\": \"connected\",\n \"sync_state\": \"syncing\",\n \"update_state\": \"on_schedule\",\n \"is_historical_sync\": false,\n \"tasks\": [],\n \"warnings\": []\n },\n \"config\": {},\n \"destination_schema_names\": \"FIVETRAN_NAMING\",\n \"schedule\": {\n \"schedule_type\": \"INTERVAL\",\n \"days_of_week\": [\n \"MONDAY\",\n \"TUESDAY\",\n \"WEDNESDAY\",\n \"THURSDAY\",\n \"FRIDAY\",\n \"SATURDAY\",\n \"SUNDAY\"\n ],\n \"interval\": 5\n }\n }\n}", "mcp_protocol": "Model Context Protocol", "mcp_transport": "stdio", "mcp_server": "github.com/fivetran/fivetran-mcp", "tool_name": "get_connection_details", "tool_arguments": { "schema_file": "open-api-definitions/connections/connection_details.json", "connection_id": "toll_donator" }, "fivetran_response": { "code": "Success", "message": "Connection details retrieved successfully", "data": { "id": "toll_donator", "group_id": "bluish_rightful", "service": "airtable", "service_version": 0, "schema": "airtable", "connected_by": "securities_monster", "created_at": "2026-06-09T14:34:22.224636Z", "succeeded_at": "2026-06-10T21:55:55.022000Z", "failed_at": null, "paused": false, "pause_after_trial": false, "sync_frequency": 5, "data_delay_threshold": 0, "data_delay_sensitivity": "NORMAL", "private_link_id": null, "networking_method": "Directly", "proxy_agent_id": null, "schedule_type": "auto", "status": { "setup_state": "connected", "sync_state": "syncing", "update_state": "on_schedule", "is_historical_sync": false, "tasks": [], "warnings": [] }, "config": {}, "destination_schema_names": "FIVETRAN_NAMING", "schedule": { "schedule_type": "INTERVAL", "days_of_week": [ "MONDAY", "TUESDAY", "WEDNESDAY", "THURSDAY", "FRIDAY", "SATURDAY", "SUNDAY" ], "interval": 5 } } }, "resolved_connection_id": "toll_donator", "mcp_mode": "live_stdio", "read_only": true, "fetched_at": "2026-06-10T22:01:08.836664+00:00" } }, { "bundle_id": "eb-4487dae244", "source": "fivetran_mcp", "tool_name": "get_connection_state", "connector_id": "ft_airtable_network", "data": { "fivetran_response": { "connection_id": "toll_donator", "service": "airtable", "schema": "airtable", "sync_state": "scheduled", "setup_state": "connected", "update_state": "on_schedule", "succeeded_at": "2026-06-10T22:01:12.323000Z", "failed_at": null, "paused": false, "enriched_from": "get_connection_details", "note": "Fivetran /connections/{id}/state is only supported for Function and SDK connectors; state derived from connection details." }, "resolved_connection_id": "toll_donator", "mcp_mode": "live_stdio_enriched", "read_only": true, "fetched_at": "2026-06-10T22:01:15.991175+00:00", "fallback_reason": "Fivetran API error: 405 - HTTP 405 Method Not Allowed" } }, { "bundle_id": "eb-314e433e37", "source": "fivetran_mcp", "tool_name": "get_connection_schema_config", "connector_id": "ft_airtable_network", "data": { "is_error": false, "content": [ { "type": "text", "text": "{\n \"code\": \"Success\",\n \"message\": \"Schema configuration retrieved successfully\",\n \"data\": {\n \"enable_new_by_default\": true,\n \"schemas\": {\n \"airtable_network_appxzsMwyNQRVmFCq\": {\n \"name_in_destination\": \"airtable_network_appxzsmwynqrvmfcq\",\n \"enabled\": true,\n \"tables\": {\n \"Table 1\": {\n \"name_in_destination\": \"table_1\",\n \"sync_mode\": \"LIVE\",\n \"enabled\": false,\n \"enabled_patch_settings\": {\n \"allowed\": true\n },\n \"supports_columns_config\": true,\n \"supports_history_mode\": false\n },\n \"cdr\": {\n \"name_in_destination\": \"cdr\",\n \"sync_mode\": \"LIVE\",\n \"enabled\": true,\n \"enabled_patch_settings\": {\n \"allowed\": true\n },\n \"supports_columns_config\": true,\n \"supports_history_mode\": false\n },\n \"cell_tower\": {\n \"name_in_destination\": \"cell_tower\",\n \"sync_mode\": \"LIVE\",\n \"enabled\": true,\n \"enabled_patch_settings\": {\n \"allowed\": true\n },\n \"supports_columns_config\": true,\n \"supports_history_mode\": false\n },\n \"data_session\": {\n \"name_in_destination\": \"data_session\",\n \"sync_mode\": \"LIVE\",\n \"enabled\": true,\n \"enabled_patch_settings\": {\n \"allowed\": true\n },\n \"supports_columns_config\": true,\n \"supports_history_mode\": false\n },\n \"network_alarm\": {\n \"name_in_destination\": \"network_alarm\",\n \"sync_mode\": \"LIVE\",\n \"enabled\": true,\n \"enabled_patch_settings\": {\n \"allowed\": true\n },\n \"supports_columns_config\": true,\n \"supports_history_mode\": false\n },\n \"signal_sample\": {\n \"name_in_destination\": \"signal_sample\",\n \"sync_mode\": \"LIVE\",\n \"enabled\": true,\n \"enabled_patch_settings\": {\n \"allowed\": true\n },\n \"supports_columns_config\": true,\n \"supports_history_mode\": false\n }\n }\n }\n },\n \"schema_change_handling\": \"ALLOW_ALL\"\n }\n}", "annotations": null, "meta": null } ], "structured_content": null, "text": "{\n \"code\": \"Success\",\n \"message\": \"Schema configuration retrieved successfully\",\n \"data\": {\n \"enable_new_by_default\": true,\n \"schemas\": {\n \"airtable_network_appxzsMwyNQRVmFCq\": {\n \"name_in_destination\": \"airtable_network_appxzsmwynqrvmfcq\",\n \"enabled\": true,\n \"tables\": {\n \"Table 1\": {\n \"name_in_destination\": \"table_1\",\n \"sync_mode\": \"LIVE\",\n \"enabled\": false,\n \"enabled_patch_settings\": {\n \"allowed\": true\n },\n \"supports_columns_config\": true,\n \"supports_history_mode\": false\n },\n \"cdr\": {\n \"name_in_destination\": \"cdr\",\n \"sync_mode\": \"LIVE\",\n \"enabled\": true,\n \"enabled_patch_settings\": {\n \"allowed\": true\n },\n \"supports_columns_config\": true,\n \"supports_history_mode\": false\n },\n \"cell_tower\": {\n \"name_in_destination\": \"cell_tower\",\n \"sync_mode\": \"LIVE\",\n \"enabled\": true,\n \"enabled_patch_settings\": {\n \"allowed\": true\n },\n \"supports_columns_config\": true,\n \"supports_history_mode\": false\n },\n \"data_session\": {\n \"name_in_destination\": \"data_session\",\n \"sync_mode\": \"LIVE\",\n \"enabled\": true,\n \"enabled_patch_settings\": {\n \"allowed\": true\n },\n \"supports_columns_config\": true,\n \"supports_history_mode\": false\n },\n \"network_alarm\": {\n \"name_in_destination\": \"network_alarm\",\n \"sync_mode\": \"LIVE\",\n \"enabled\": true,\n \"enabled_patch_settings\": {\n \"allowed\": true\n },\n \"supports_columns_config\": true,\n \"supports_history_mode\": false\n },\n \"signal_sample\": {\n \"name_in_destination\": \"signal_sample\",\n \"sync_mode\": \"LIVE\",\n \"enabled\": true,\n \"enabled_patch_settings\": {\n \"allowed\": true\n },\n \"supports_columns_config\": true,\n \"supports_history_mode\": false\n }\n }\n }\n },\n \"schema_change_handling\": \"ALLOW_ALL\"\n }\n}", "mcp_protocol": "Model Context Protocol", "mcp_transport": "stdio", "mcp_server": "github.com/fivetran/fivetran-mcp", "tool_name": "get_connection_schema_config", "tool_arguments": { "schema_file": "open-api-definitions/connections/connection_schema_config.json", "connection_id": "toll_donator" }, "fivetran_response": { "code": "Success", "message": "Schema configuration retrieved successfully", "data": { "enable_new_by_default": true, "schemas": { "airtable_network_appxzsMwyNQRVmFCq": { "name_in_destination": "airtable_network_appxzsmwynqrvmfcq", "enabled": true, "tables": { "Table 1": { "name_in_destination": "table_1", "sync_mode": "LIVE", "enabled": false, "enabled_patch_settings": { "allowed": true }, "supports_columns_config": true, "supports_history_mode": false }, "cdr": { "name_in_destination": "cdr", "sync_mode": "LIVE", "enabled": true, "enabled_patch_settings": { "allowed": true }, "supports_columns_config": true, "supports_history_mode": false }, "cell_tower": { "name_in_destination": "cell_tower", "sync_mode": "LIVE", "enabled": true, "enabled_patch_settings": { "allowed": true }, "supports_columns_config": true, "supports_history_mode": false }, "data_session": { "name_in_destination": "data_session", "sync_mode": "LIVE", "enabled": true, "enabled_patch_settings": { "allowed": true }, "supports_columns_config": true, "supports_history_mode": false }, "network_alarm": { "name_in_destination": "network_alarm", "sync_mode": "LIVE", "enabled": true, "enabled_patch_settings": { "allowed": true }, "supports_columns_config": true, "supports_history_mode": false }, "signal_sample": { "name_in_destination": "signal_sample", "sync_mode": "LIVE", "enabled": true, "enabled_patch_settings": { "allowed": true }, "supports_columns_config": true, "supports_history_mode": false } } } }, "schema_change_handling": "ALLOW_ALL" } }, "resolved_connection_id": "toll_donator", "mcp_mode": "live_stdio", "read_only": true, "fetched_at": "2026-06-10T22:01:19.643027+00:00" } } ]