simstudioai · waleedlatif1 · Apr 21, 2026 · Apr 21, 2026 · Apr 21, 2026 · Apr 21, 2026
diff --git a/apps/docs/components/icons.tsx b/apps/docs/components/icons.tsx
@@ -4681,6 +4681,17 @@ export function IAMIcon(props: SVGProps<SVGSVGElement>) {
   )
 }
 
+export function IdentityCenterIcon(props: SVGProps<SVGSVGElement>) {
+  return (
+    <svg {...props} viewBox='0 0 24 24' xmlns='http://www.w3.org/2000/svg'>
+      <path
+        d='M13.694,14.8194562 C14.376,14.1374562 14.376,13.0294562 13.694,12.3474562 C13.353,12.0074562 12.906,11.8374562 12.459,11.8374562 C12.01,11.8374562 11.563,12.0074562 11.222,12.3474562 C10.542,13.0284562 10.542,14.1384562 11.222,14.8194562 C11.905,15.5014562 13.013,15.4994562 13.694,14.8194562 M14.718,15.1374562 L18.703,19.1204562 L17.996,19.8274562 L16.868,18.6994562 L15.793,19.7754562 L15.086,19.0684562 L16.161,17.9924562 L14.011,15.8444562 C13.545,16.1654562 13.003,16.3294562 12.458,16.3294562 C11.755,16.3294562 11.051,16.0624562 10.515,15.5264562 C9.445,14.4554562 9.445,12.7124562 10.515,11.6404562 C11.586,10.5714562 13.329,10.5694562 14.401,11.6404562 C15.351,12.5904562 15.455,14.0674562 14.718,15.1374562 M20,12.1014562 C20,14.1684562 18.505,15.0934562 17.023,15.0934562 L17.023,14.0934562 C17.487,14.0934562 19,13.9494562 19,12.1014562 C19,11.0044562 18.353,10.3894562 16.905,10.1084562 C16.68,10.0654562 16.514,9.87545615 16.501,9.64845615 C16.446,8.74445615 15.987,8.11245615 15.384,8.11245615 C15.084,8.11245615 14.854,8.24245615 14.616,8.54645615 C14.506,8.68845615 14.324,8.75945615 14.147,8.73245615 C13.968,8.70545615 13.818,8.58445615 13.755,8.41445615 C13.577,7.94345615 13.211,7.43345615 12.723,6.97745615 C12.231,6.50945615 10.883,5.50745615 8.972,6.27345615 C7.885,6.70545615 7.034,7.94945615 7.034,9.10745615 C7.034,9.23545615 7.043,9.36245615 7.058,9.48845615 C7.061,9.50945615 7.062,9.53045615 7.062,9.55145615 C7.062,9.79945615 6.882,10.0064562 6.645,10.0464562 C5.886,10.2394562 5,10.7454562 5,12.0554562 L5.005,12.2104562 C5.069,13.3254562 6.252,13.9954562 7.358,13.9984562 L8,13.9984562 L8,14.9984562 L7.357,14.9984562 C5.536,14.9944562 4.095,13.8194562 4.006,12.2644562 C4.003,12.1944562 4,12.1244562 4,12.0554562 C4,10.6944562 4.752,9.64845615 6.035,9.18845615 C6.034,9.16145615 6.034,9.13445615 6.034,9.10745615 C6.034,7.54345615 7.138,5.92545615 8.602,5.34345615 C10.298,4.66545615 12.095,5.00345615 13.409,6.24945615 C13.706,6.52745615 14.076,6.92645615 14.372,7.41345615 C14.673,7.21245615 15.008,7.11245615 15.384,7.11245615 C16.257,7.11245615 17.231,7.77145615 17.458,9.20745615 C19.145,9.63245615 20,10.6054562 20,12.1014562'
+        fill='#FFFFFF'
+      />
+    </svg>
+  )
+}
+
 export function STSIcon(props: SVGProps<SVGSVGElement>) {
   return (
     <svg {...props} viewBox='0 0 80 80' xmlns='http://www.w3.org/2000/svg'>
@@ -4699,6 +4710,24 @@ export function STSIcon(props: SVGProps<SVGSVGElement>) {
   )
 }
 
+export function SESIcon(props: SVGProps<SVGSVGElement>) {
+  return (
+    <svg {...props} viewBox='0 0 80 80' xmlns='http://www.w3.org/2000/svg'>
+      <defs>
+        <linearGradient x1='0%' y1='100%' x2='100%' y2='0%' id='sesGradient'>
+          <stop stopColor='#BD0816' offset='0%' />
+          <stop stopColor='#FF5252' offset='100%' />
+        </linearGradient>
+      </defs>
+      <rect fill='url(#sesGradient)' width='80' height='80' />
+      <path
+        d='M57,60.999875 C57,59.373846 55.626,57.9998214 54,57.9998214 C52.374,57.9998214 51,59.373846 51,60.999875 C51,62.625904 52.374,63.9999286 54,63.9999286 C55.626,63.9999286 57,62.625904 57,60.999875 L57,60.999875 Z M40,59.9998571 C38.374,59.9998571 37,61.3738817 37,62.9999107 C37,64.6259397 38.374,65.9999643 40,65.9999643 C41.626,65.9999643 43,64.6259397 43,62.9999107 C43,61.3738817 41.626,59.9998571 40,59.9998571 L40,59.9998571 Z M26,57.9998214 C24.374,57.9998214 23,59.373846 23,60.999875 C23,62.625904 24.374,63.9999286 26,63.9999286 C27.626,63.9999286 29,62.625904 29,60.999875 C29,59.373846 27.626,57.9998214 26,57.9998214 L26,57.9998214 Z M28.605,42.9995536 L51.395,42.9995536 L43.739,36.1104305 L40.649,38.7584778 C40.463,38.9194807 40.23,38.9994821 39.999,38.9994821 C39.768,38.9994821 39.535,38.9194807 39.349,38.7584778 L36.26,36.1104305 L28.605,42.9995536 Z M27,28.1732888 L27,41.7545313 L34.729,34.7984071 L27,28.1732888 Z M51.297,26.9992678 L28.703,26.9992678 L39.999,36.6824408 L51.297,26.9992678 Z M53,41.7545313 L53,28.1732888 L45.271,34.7974071 L53,41.7545313 Z M59,60.999875 C59,63.7099234 56.71,65.9999643 54,65.9999643 C51.29,65.9999643 49,63.7099234 49,60.999875 C49,58.6308327 50.75,56.5837961 53,56.1057876 L53,52.9997321 L41,52.9997321 L41,58.1058233 C43.25,58.5838319 45,60.6308684 45,62.9999107 C45,65.7099591 42.71,68 40,68 C37.29,68 35,65.7099591 35,62.9999107 C35,60.6308684 36.75,58.5838319 39,58.1058233 L39,52.9997321 L27,52.9997321 L27,56.1057876 C29.25,56.5837961 31,58.6308327 31,60.999875 C31,63.7099234 28.71,65.9999643 26,65.9999643 C23.29,65.9999643 21,63.7099234 21,60.999875 C21,58.6308327 22.75,56.5837961 25,56.1057876 L25,51.9997143 C25,51.4477044 25.447,50.9996964 26,50.9996964 L39,50.9996964 L39,44.9995893 L26,44.9995893 C25.447,44.9995893 25,44.5515813 25,43.9995714 L25,25.99925 C25,25.4472401 25.447,24.9992321 26,24.9992321 L54,24.9992321 C54.553,24.9992321 55,25.4472401 55,25.99925 L55,43.9995714 C55,44.5515813 54.553,44.9995893 54,44.9995893 L41,44.9995893 L41,50.9996964 L54,50.9996964 C54.553,50.9996964 55,51.4477044 55,51.9997143 L55,56.1057876 C57.25,56.5837961 59,58.6308327 59,60.999875 L59,60.999875 Z M68,39.9995 C68,45.9066055 66.177,51.5597064 62.727,56.3447919 L61.104,55.174771 C64.307,50.7316916 66,45.4845979 66,39.9995 C66,25.664244 54.337,14.0000357 40.001,14.0000357 C25.664,14.0000357 14,25.664244 14,39.9995 C14,45.4845979 15.693,50.7316916 18.896,55.174771 L17.273,56.3447919 C13.823,51.5597064 12,45.9066055 12,39.9995 C12,24.5612243 24.561,12 39.999,12 C55.438,12 68,24.5612243 68,39.9995 L68,39.9995 Z'
+        fill='#FFFFFF'
+      />
+    </svg>
+  )
+}
+
 export function SecretsManagerIcon(props: SVGProps<SVGSVGElement>) {
   return (
     <svg {...props} viewBox='0 0 80 80' xmlns='http://www.w3.org/2000/svg'>

diff --git a/apps/docs/components/ui/icon-mapping.ts b/apps/docs/components/ui/icon-mapping.ts
@@ -91,6 +91,7 @@ import {
   HuggingFaceIcon,
   HunterIOIcon,
   IAMIcon,
+  IdentityCenterIcon,
   ImageIcon,
   IncidentioIcon,
   InfisicalIcon,
@@ -152,6 +153,7 @@ import {
   RootlyIcon,
   S3Icon,
   SalesforceIcon,
+  SESIcon,
   SearchIcon,
   SecretsManagerIcon,
   SendgridIcon,
@@ -294,6 +296,7 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   huggingface: HuggingFaceIcon,
   hunter: HunterIOIcon,
   iam: IAMIcon,
+  identity_center: IdentityCenterIcon,
   image_generator: ImageIcon,
   imap: MailServerIcon,
   incidentio: IncidentioIcon,
@@ -370,6 +373,7 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   sentry: SentryIcon,
   serper: SerperIcon,
   servicenow: ServiceNowIcon,
+  ses: SESIcon,
   sftp: SftpIcon,
   sharepoint: MicrosoftSharepointIcon,
   shopify: ShopifyIcon,

diff --git a/apps/docs/content/docs/en/tools/cloudwatch.mdx b/apps/docs/content/docs/en/tools/cloudwatch.mdx
@@ -57,9 +57,12 @@ Run a CloudWatch Log Insights query against one or more log groups
 
 | Parameter | Type | Description |
 | --------- | ---- | ----------- |
-| `results` | array | Query result rows |
-| `statistics` | object | Query statistics \(bytesScanned, recordsMatched, recordsScanned\) |
-| `status` | string | Query completion status |
+| `results` | array | Query result rows \(each row is a key/value map of field name to value\) |
+| `statistics` | object | Query statistics |
+|   ↳ `bytesScanned` | number | Total bytes of log data scanned |
+|   ↳ `recordsMatched` | number | Number of log records that matched the query |
+|   ↳ `recordsScanned` | number | Total log records scanned |
+| `status` | string | Query completion status \(Complete, Failed, Cancelled, or Timeout\) |
 
 ### `cloudwatch_describe_log_groups`
 
@@ -80,6 +83,11 @@ List available CloudWatch log groups
 | Parameter | Type | Description |
 | --------- | ---- | ----------- |
 | `logGroups` | array | List of CloudWatch log groups with metadata |
+|   ↳ `logGroupName` | string | Log group name |
+|   ↳ `arn` | string | Log group ARN |
+|   ↳ `storedBytes` | number | Total stored bytes |
+|   ↳ `retentionInDays` | number | Retention period in days \(if set\) |
+|   ↳ `creationTime` | number | Creation time in epoch milliseconds |
 
 ### `cloudwatch_get_log_events`
 
@@ -103,6 +111,9 @@ Retrieve log events from a specific CloudWatch log stream
 | Parameter | Type | Description |
 | --------- | ---- | ----------- |
 | `events` | array | Log events with timestamp, message, and ingestion time |
+|   ↳ `timestamp` | number | Event timestamp in epoch milliseconds |
+|   ↳ `message` | string | Log event message |
+|   ↳ `ingestionTime` | number | Ingestion time in epoch milliseconds |
 
 ### `cloudwatch_describe_log_streams`
 
@@ -123,7 +134,12 @@ List log streams within a CloudWatch log group
 
 | Parameter | Type | Description |
 | --------- | ---- | ----------- |
-| `logStreams` | array | List of log streams with metadata |
+| `logStreams` | array | List of log streams with metadata, sorted by last event time \(most recent first\) unless a prefix filter is applied |
+|   ↳ `logStreamName` | string | Log stream name |
+|   ↳ `lastEventTimestamp` | number | Timestamp of the last log event in epoch milliseconds |
+|   ↳ `firstEventTimestamp` | number | Timestamp of the first log event in epoch milliseconds |
+|   ↳ `creationTime` | number | Stream creation time in epoch milliseconds |
+|   ↳ `storedBytes` | number | Total stored bytes |
 
 ### `cloudwatch_list_metrics`
 
@@ -146,6 +162,9 @@ List available CloudWatch metrics
 | Parameter | Type | Description |
 | --------- | ---- | ----------- |
 | `metrics` | array | List of metrics with namespace, name, and dimensions |
+|   ↳ `namespace` | string | Metric namespace \(e.g., AWS/EC2\) |
+|   ↳ `metricName` | string | Metric name \(e.g., CPUUtilization\) |
+|   ↳ `dimensions` | array | Array of name/value dimension pairs |
 
 ### `cloudwatch_get_metric_statistics`
 
@@ -170,8 +189,15 @@ Get statistics for a CloudWatch metric over a time range
 
 | Parameter | Type | Description |
 | --------- | ---- | ----------- |
-| `label` | string | Metric label |
-| `datapoints` | array | Datapoints with timestamp and statistics values |
+| `label` | string | Metric label returned by CloudWatch |
+| `datapoints` | array | Datapoints sorted by timestamp with statistics values |
+|   ↳ `timestamp` | number | Datapoint timestamp in epoch milliseconds |
+|   ↳ `average` | number | Average statistic value |
+|   ↳ `sum` | number | Sum statistic value |
+|   ↳ `minimum` | number | Minimum statistic value |
+|   ↳ `maximum` | number | Maximum statistic value |
+|   ↳ `sampleCount` | number | Sample count statistic value |
+|   ↳ `unit` | string | Unit of the metric |
 
 ### `cloudwatch_put_metric_data`
 
@@ -222,5 +248,13 @@ List and filter CloudWatch alarms
 | Parameter | Type | Description |
 | --------- | ---- | ----------- |
 | `alarms` | array | List of CloudWatch alarms with state and configuration |
+|   ↳ `alarmName` | string | Alarm name |
+|   ↳ `alarmArn` | string | Alarm ARN |
+|   ↳ `stateValue` | string | Current state \(OK, ALARM, INSUFFICIENT_DATA\) |
+|   ↳ `stateReason` | string | Human-readable reason for the state |
+|   ↳ `metricName` | string | Metric name \(MetricAlarm only\) |
+|   ↳ `namespace` | string | Metric namespace \(MetricAlarm only\) |
+|   ↳ `threshold` | number | Threshold value \(MetricAlarm only\) |
+|   ↳ `stateUpdatedTimestamp` | number | Epoch ms when state last changed |
 
 
diff --git a/apps/docs/content/docs/en/tools/dynamodb.mdx b/apps/docs/content/docs/en/tools/dynamodb.mdx
@@ -1,6 +1,6 @@
 ---
 title: Amazon DynamoDB
-description: Connect to Amazon DynamoDB
+description: Get, put, query, scan, update, and delete items in Amazon DynamoDB tables
 ---
 
 import { BlockInfoCard } from "@/components/ui/block-info-card"
@@ -55,15 +55,15 @@ Get an item from a DynamoDB table by primary key
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
 | `tableName` | string | Yes | DynamoDB table name \(e.g., "Users", "Orders"\) |
-| `key` | object | Yes | Primary key of the item to retrieve \(e.g., \{"pk": "USER#123"\} or \{"pk": "ORDER#456", "sk": "ITEM#789"\}\) |
+| `key` | json | Yes | Primary key of the item to retrieve \(e.g., \{"pk": "USER#123"\} or \{"pk": "ORDER#456", "sk": "ITEM#789"\}\) |
 | `consistentRead` | boolean | No | Use strongly consistent read |
 
 #### Output
 
 | Parameter | Type | Description |
 | --------- | ---- | ----------- |
 | `message` | string | Operation status message |
-| `item` | object | Retrieved item |
+| `item` | json | Retrieved item |
 
 ### `dynamodb_put`
 
@@ -77,14 +77,17 @@ Put an item into a DynamoDB table
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
 | `tableName` | string | Yes | DynamoDB table name \(e.g., "Users", "Orders"\) |
-| `item` | object | Yes | Item to put into the table \(e.g., \{"pk": "USER#123", "name": "John", "email": "john@example.com"\}\) |
+| `item` | json | Yes | Item to put into the table \(e.g., \{"pk": "USER#123", "name": "John", "email": "john@example.com"\}\) |
+| `conditionExpression` | string | No | Condition that must be met for the put to succeed \(e.g., "attribute_not_exists\(pk\)" to prevent overwrites\) |
+| `expressionAttributeNames` | json | No | Attribute name mappings for reserved words used in conditionExpression \(e.g., \{"#name": "name"\}\) |
+| `expressionAttributeValues` | json | No | Expression attribute values used in conditionExpression \(e.g., \{":expected": "value"\}\) |
 
 #### Output
 
 | Parameter | Type | Description |
 | --------- | ---- | ----------- |
 | `message` | string | Operation status message |
-| `item` | object | Created item |
+| `item` | json | Created item |
 
 ### `dynamodb_query`
 
@@ -100,10 +103,12 @@ Query items from a DynamoDB table using key conditions
 | `tableName` | string | Yes | DynamoDB table name \(e.g., "Users", "Orders"\) |
 | `keyConditionExpression` | string | Yes | Key condition expression \(e.g., "pk = :pk" or "pk = :pk AND sk BEGINS_WITH :prefix"\) |
 | `filterExpression` | string | No | Filter expression for results \(e.g., "age &gt; :minAge AND #status = :status"\) |
-| `expressionAttributeNames` | object | No | Attribute name mappings for reserved words \(e.g., \{"#status": "status"\}\) |
-| `expressionAttributeValues` | object | No | Expression attribute values \(e.g., \{":pk": "USER#123", ":minAge": 18\}\) |
+| `expressionAttributeNames` | json | No | Attribute name mappings for reserved words \(e.g., \{"#status": "status"\}\) |
+| `expressionAttributeValues` | json | No | Expression attribute values \(e.g., \{":pk": "USER#123", ":minAge": 18\}\) |
 | `indexName` | string | No | Secondary index name to query \(e.g., "GSI1", "email-index"\) |
 | `limit` | number | No | Maximum number of items to return \(e.g., 10, 50, 100\) |
+| `exclusiveStartKey` | json | No | Pagination token from a previous query's lastEvaluatedKey to continue fetching results |
+| `scanIndexForward` | boolean | No | Sort order for the sort key: true for ascending \(default\), false for descending |
 
 #### Output
 
@@ -112,6 +117,7 @@ Query items from a DynamoDB table using key conditions
 | `message` | string | Operation status message |
 | `items` | array | Array of items returned |
 | `count` | number | Number of items returned |
+| `lastEvaluatedKey` | json | Pagination token to pass as exclusiveStartKey to fetch the next page of results |
 
 ### `dynamodb_scan`
 
@@ -127,9 +133,10 @@ Scan all items in a DynamoDB table
 | `tableName` | string | Yes | DynamoDB table name \(e.g., "Users", "Orders"\) |
 | `filterExpression` | string | No | Filter expression for results \(e.g., "age &gt; :minAge AND #status = :status"\) |
 | `projectionExpression` | string | No | Attributes to retrieve \(e.g., "pk, sk, #name, email"\) |
-| `expressionAttributeNames` | object | No | Attribute name mappings for reserved words \(e.g., \{"#name": "name", "#status": "status"\}\) |
-| `expressionAttributeValues` | object | No | Expression attribute values \(e.g., \{":minAge": 18, ":status": "active"\}\) |
+| `expressionAttributeNames` | json | No | Attribute name mappings for reserved words \(e.g., \{"#name": "name", "#status": "status"\}\) |
+| `expressionAttributeValues` | json | No | Expression attribute values \(e.g., \{":minAge": 18, ":status": "active"\}\) |
 | `limit` | number | No | Maximum number of items to return \(e.g., 10, 50, 100\) |
+| `exclusiveStartKey` | json | No | Pagination token from a previous scan's lastEvaluatedKey to continue fetching results |
 
 #### Output
 
@@ -138,6 +145,7 @@ Scan all items in a DynamoDB table
 | `message` | string | Operation status message |
 | `items` | array | Array of items returned |
 | `count` | number | Number of items returned |
+| `lastEvaluatedKey` | json | Pagination token to pass as exclusiveStartKey to fetch the next page of results |
 
 ### `dynamodb_update`
 
@@ -151,18 +159,18 @@ Update an item in a DynamoDB table
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
 | `tableName` | string | Yes | DynamoDB table name \(e.g., "Users", "Orders"\) |
-| `key` | object | Yes | Primary key of the item to update \(e.g., \{"pk": "USER#123"\} or \{"pk": "ORDER#456", "sk": "ITEM#789"\}\) |
+| `key` | json | Yes | Primary key of the item to update \(e.g., \{"pk": "USER#123"\} or \{"pk": "ORDER#456", "sk": "ITEM#789"\}\) |
 | `updateExpression` | string | Yes | Update expression \(e.g., "SET #name = :name, age = :age" or "SET #count = #count + :inc"\) |
-| `expressionAttributeNames` | object | No | Attribute name mappings for reserved words \(e.g., \{"#name": "name", "#count": "count"\}\) |
-| `expressionAttributeValues` | object | No | Expression attribute values \(e.g., \{":name": "John", ":age": 30, ":inc": 1\}\) |
+| `expressionAttributeNames` | json | No | Attribute name mappings for reserved words \(e.g., \{"#name": "name", "#count": "count"\}\) |
+| `expressionAttributeValues` | json | No | Expression attribute values \(e.g., \{":name": "John", ":age": 30, ":inc": 1\}\) |
 | `conditionExpression` | string | No | Condition that must be met for the update to succeed \(e.g., "attribute_exists\(pk\)" or "version = :expectedVersion"\) |
 
 #### Output
 
 | Parameter | Type | Description |
 | --------- | ---- | ----------- |
 | `message` | string | Operation status message |
-| `item` | object | Updated item |
+| `item` | json | Updated item with all attributes |
 
 ### `dynamodb_delete`
 
@@ -176,8 +184,10 @@ Delete an item from a DynamoDB table
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
 | `tableName` | string | Yes | DynamoDB table name \(e.g., "Users", "Orders"\) |
-| `key` | object | Yes | Primary key of the item to delete \(e.g., \{"pk": "USER#123"\} or \{"pk": "ORDER#456", "sk": "ITEM#789"\}\) |
+| `key` | json | Yes | Primary key of the item to delete \(e.g., \{"pk": "USER#123"\} or \{"pk": "ORDER#456", "sk": "ITEM#789"\}\) |
 | `conditionExpression` | string | No | Condition that must be met for the delete to succeed \(e.g., "attribute_exists\(pk\)"\) |
+| `expressionAttributeNames` | json | No | Attribute name mappings for reserved words used in conditionExpression \(e.g., \{"#status": "status"\}\) |
+| `expressionAttributeValues` | json | No | Expression attribute values used in conditionExpression \(e.g., \{":status": "active"\}\) |
 
 #### Output
 
@@ -204,6 +214,6 @@ Introspect DynamoDB to list tables or get detailed schema information for a spec
 | --------- | ---- | ----------- |
 | `message` | string | Operation status message |
 | `tables` | array | List of table names in the region |
-| `tableDetails` | object | Detailed schema information for a specific table |
+| `tableDetails` | json | Detailed schema information for a specific table |