diff --git a/README.md b/README.md
index 6f8ff71dd..ec875001a 100644
--- a/README.md
+++ b/README.md
@@ -39,6 +39,7 @@ HolmesGPT integrates with popular observability and cloud platforms. The followi
 | [<img src="images/integration_logos/azure.png" alt="Azure" width="20" style="vertical-align: middle;"> **Azure**](https://holmesgpt.dev/data-sources/builtin-toolsets/azure-mcp/) | Azure resources and diagnostics (MCP) |
 | [<img src="images/integration_logos/azure.png" alt="Azure SQL" width="20" style="vertical-align: middle;"> **Azure SQL**](https://holmesgpt.dev/data-sources/builtin-toolsets/azure-sql/) | Database health, performance, connections, and slow queries |
 | [<img src="images/integration_logos/confluence_logo.png" alt="Confluence" width="20" style="vertical-align: middle;"> **Confluence**](https://holmesgpt.dev/data-sources/builtin-toolsets/confluence/) | Private runbooks and documentation |
+| [<img src="images/integration_logos/confluence_logo.png" alt="Confluence MCP" width="20" style="vertical-align: middle;"> **Confluence (MCP)**](https://holmesgpt.dev/data-sources/builtin-toolsets/confluence-mcp/) | Private runbooks and documentation (MCP) |
 | [<img src="images/integration_logos/coralogix-icon.png" alt="Coralogix" width="20" style="vertical-align: middle;"> **Coralogix**](https://holmesgpt.dev/data-sources/builtin-toolsets/coralogix-logs/) | Retrieve logs for any resource |
 | [<img src="images/integration_logos/datadog_logo.png" alt="Datadog" width="20" style="vertical-align: middle;"> **Datadog**](https://holmesgpt.dev/data-sources/builtin-toolsets/datadog/) | Query logs, metrics, and traces |
 | [<img src="images/integration_logos/docker_logo.png" alt="Docker" width="20" style="vertical-align: middle;"> **Docker**](https://holmesgpt.dev/data-sources/builtin-toolsets/docker/) | Get images, logs, events, history and more |
@@ -50,23 +51,25 @@ HolmesGPT integrates with popular observability and cloud platforms. The followi
 | [<img src="images/integration_logos/http-icon.png" alt="Internet" width="20" style="vertical-align: middle;"> **Internet**](https://holmesgpt.dev/data-sources/builtin-toolsets/internet/) | Public runbooks, community docs etc |
 | [<img src="images/integration_logos/kafka_logo.png" alt="Kafka" width="20" style="vertical-align: middle;"> **Kafka**](https://holmesgpt.dev/data-sources/builtin-toolsets/kafka/) | Fetch metadata, list consumers and topics or find lagging consumer groups |
 | [<img src="images/integration_logos/kubernetes-icon.png" alt="Kubernetes" width="20" style="vertical-align: middle;"> **Kubernetes**](https://holmesgpt.dev/data-sources/builtin-toolsets/kubernetes/) | Pod logs, K8s events, and resource status (kubectl describe) |
+| [<img src="images/integration_logos/kubernetes-icon.png" alt="Kubernetes Remediation" width="20" style="vertical-align: middle;"> **Kubernetes Remediation (MCP)**](https://holmesgpt.dev/data-sources/builtin-toolsets/kubernetes-remediation-mcp/) | Apply fixes like scaling, rollbacks, and resource edits (MCP) |
 | [<img src="images/integration_logos/grafana_loki-icon.png" alt="Loki" width="20" style="vertical-align: middle;"> **Loki**](https://holmesgpt.dev/data-sources/builtin-toolsets/grafanaloki/) | Query logs for Kubernetes resources or any query |
 | [<img src="images/integration_logos/postgres-icon.png" alt="MariaDB" width="20" style="vertical-align: middle;"> **MariaDB**](https://holmesgpt.dev/data-sources/builtin-toolsets/mariadb-mcp/) | MariaDB database queries and diagnostics (MCP) |
 | [<img src="images/integration_logos/postgres-icon.png" alt="MongoDB" width="20" style="vertical-align: middle;"> **MongoDB**](https://holmesgpt.dev/data-sources/builtin-toolsets/mongodb/) | Query data, diagnose performance, inspect schemas, find slow operations |
 | [<img src="images/integration_logos/postgres-icon.png" alt="MongoDB Atlas" width="20" style="vertical-align: middle;"> **MongoDB Atlas**](https://holmesgpt.dev/data-sources/builtin-toolsets/mongodb-atlas/) | Cluster health, slow queries, and performance diagnostics |
 | [<img src="images/integration_logos/newrelic_logo.png" alt="NewRelic" width="20" style="vertical-align: middle;"> **NewRelic**](https://holmesgpt.dev/data-sources/builtin-toolsets/newrelic/) | Investigate alerts, query tracing data |
 | [<img src="images/integration_logos/openshift-icon.png" alt="OpenShift" width="20" style="vertical-align: middle;"> **OpenShift**](https://holmesgpt.dev/data-sources/builtin-toolsets/openshift/) | Projects, routes, builds, security context constraints, and deployment configs |
+| [<img src="images/integration_logos/prefect-icon.png" alt="Prefect" width="20" style="vertical-align: middle;"> **Prefect (MCP)**](https://holmesgpt.dev/data-sources/builtin-toolsets/prefect-mcp/) | Workflow orchestration monitoring, flow runs, and worker health (MCP) |
 | [<img src="images/integration_logos/prometheus-icon.png" alt="Prometheus" width="20" style="vertical-align: middle;"> **Prometheus**](https://holmesgpt.dev/data-sources/builtin-toolsets/prometheus/) | Investigate alerts, query metrics and generate PromQL queries |
 | [<img src="images/integration_logos/rabbit_mq_logo.png" alt="RabbitMQ" width="20" style="vertical-align: middle;"> **RabbitMQ**](https://holmesgpt.dev/data-sources/builtin-toolsets/rabbitmq/) | Partitions, memory/disk alerts, troubleshoot split-brain scenarios and more |
 | [<img src="images/integration_logos/robusta_logo.png" alt="Robusta" width="20" style="vertical-align: middle;"> **Robusta**](https://holmesgpt.dev/data-sources/builtin-toolsets/robusta/) | Multi-cluster monitoring, historical change data, runbooks, PromQL graphs and more |
 | [<img src="images/integration_logos/servicenow-icon.png" alt="ServiceNow" width="20" style="vertical-align: middle;"> **ServiceNow**](https://holmesgpt.dev/data-sources/builtin-toolsets/servicenow/) | Query tables and incident records |
-| **Sentry** | Error tracking, issues, and performance monitoring (MCP) |
+| [<img src="images/integration_logos/sentry-icon.png" alt="Sentry" width="20" style="vertical-align: middle;"> **Sentry**](https://holmesgpt.dev/data-sources/builtin-toolsets/sentry-mcp/) | Error tracking, issues, and performance monitoring (MCP) |
 | [<img src="images/integration_logos/slab_logo.png" alt="Slab" width="20" style="vertical-align: middle;"> **Slab**](https://holmesgpt.dev/data-sources/builtin-toolsets/slab/) | Team knowledge base and runbooks on demand |
 | **Splunk** | Log search and analysis (MCP) |
 | [<img src="images/integration_logos/postgres-icon.png" alt="SQL Databases" width="20" style="vertical-align: middle;"> **SQL Databases**](https://holmesgpt.dev/data-sources/builtin-toolsets/database-postgresql/) | PostgreSQL, MySQL, ClickHouse, MariaDB, SQL Server, SQLite |
 | [<img src="images/integration_logos/tempo_logo.png" alt="Tempo" width="20" style="vertical-align: middle;"> **Tempo**](https://holmesgpt.dev/data-sources/builtin-toolsets/grafanatempo/) | Fetch trace info, debug issues like high latency in application |
 
-See the [full list of built-in toolsets](https://holmesgpt.dev/data-sources/builtin-toolsets/) for additional integrations including Cilium, KubeVela, Notion, Prefect, and more.
+See the [full list of built-in toolsets](https://holmesgpt.dev/data-sources/builtin-toolsets/) for additional integrations including Cilium, KubeVela, Notion, and more.
 
 ### 🚀 End-to-End Automation
 
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