F
licenseNot graded
qualityD
maintenanceA comprehensive MCP server for Apache Kafka operations, enabling seamless integration with Claude Desktop and other MCP clients for cluster management, topic operations, and message streaming.
2
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SSM MCP Server
by BrooksIan
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TDQS
C2.4/5.0
Scored across 78 tools
Disambiguation2/5
Many tools have overlapping purposes, e.g., get_broker vs get_broker_details vs get_broker_metrics, and get_topic_info vs get_topic_description. The abundance of similarly named tools makes it difficult for an agent to select the correct one without confusion.
Naming Consistency3/5
Most tools follow a get_<noun> pattern, but there are inconsistencies like get_admin_brokers vs get_broker, and variations like get_all_consumer_info vs get_consumer_info. Plural vs singular usage is inconsistent.
Tool Count2/5
78 tools is excessive for a server focused on monitoring and management. The granularity creates unnecessary complexity, with many tools covering similar concerns.
Completeness3/5
The set covers a wide range of read operations across brokers, topics, consumer groups, connectors, and alerts. However, it lacks mutation tools for most entities (e.g., create/update/delete topics or connectors), leaving notable gaps in lifecycle coverage.
Maintenance
ActivityInactive
ResponsivenessNo issues