Related Servers

The tool set has clear domains (cloud, Kubernetes, compliance, vulnerabilities, workflows, etc.), but there is significant overlap and ambiguity within domains. For example, multiple tools fetch details for specific resources (e.g., get_cloud_resource_details, get_cluster_details, get_container_details) which could confuse agents about which to use for a given context. The RadQL tools (radql_query, radql_batch_query, radql_query_builder) have overlapping query capabilities, and tools like list_containers and radql_query for 'containers' data type serve similar purposes, leading to potential misselection.

Tool names follow a highly consistent verb_noun pattern throughout, with clear conventions: 'get_' for retrieving specific details, 'list_' for listing items with filtering, and specific action verbs like 'mark_', 'query_', 'search_', 'run_', 'update_'. All tools use snake_case uniformly, and the naming is predictable and readable across the entire set, making it easy for agents to infer functionality.

With 65 tools, the count is excessive for a single server, indicating poor scoping and potential bloat. While RAD Security covers a broad domain (security, compliance, cloud, Kubernetes), many tools could be consolidated (e.g., multiple RadQL query tools, overlapping list/get functions). This high number increases complexity and cognitive load for agents, making it difficult to navigate and select the right tool efficiently.

The tool surface is extensive and covers a wide range of security and compliance operations, including CRUD-like actions for resources, vulnerabilities, workflows, and knowledge base. However, there are minor gaps: for instance, no tools for creating or updating cloud resources or compliance controls (only get/list), and the RadQL tools might duplicate functionality of other list/get tools, but agents can work around these with the available query capabilities. Overall, it supports core security investigation workflows effectively.