mcp-server-kafka
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- AlicenseCqualityDmaintenanceReference implementation of KIP-1318, a secure Model Context Protocol server for Apache Kafka that enables AI agents to interact with Kafka clusters through governed tools and resources.112Apache 2.0
- AlicenseNot gradedqualityDmaintenanceEnables AI models to publish and consume messages from Apache Kafka topics through a standardized interface, making it easy to integrate Kafka messaging with LLM and agent applications.17Apache 2.0
- AlicenseNot gradedqualityDmaintenanceEnables AI agents to interact with Apache Kafka through natural language, supporting operations like producing/consuming messages, managing topics, and querying brokers, partitions, and consumer group offsets.1MIT

Conduktor MCP Serverofficial
AlicenseNot gradedqualityBmaintenanceEnables Claude, Cursor, or any MCP-compatible client to query Apache Kafka topics, consumer groups, schemas, and cluster health in natural language, served from your own self-hosted instance. Access is read-only and inherits the token holder's existing RBAC, so only metadata reaches the model unless a capped message-reading tool is explicitly used.05Apache 2.0- FlicenseBqualityDmaintenanceEnables interaction with Apache Kafka clusters, allowing management of topics, message production, and consumption through natural language.5-
- AlicenseBqualityBmaintenanceMCP server for Apache Kafka that allows LLM agents to inspect topics, consumer groups, and safely manage offsets (reset, rewind).1913Apache 2.0
TDQS
Scored across 11 tools
Each tool targets a distinct Kafka resource and action: list/describe topics, sample messages, list/describe consumer groups, create/delete topic, produce message, list connections, cluster info, and reset offsets. The list-vs-describe pattern is standard and descriptions clarify scope. No two tools are likely to be confused for the same operation.
All names use snake_case with a kafka_ prefix, and most follow verb_noun (list_topics, describe_topic, create_topic). One outlier is kafka_cluster_info, which is noun_noun rather than verb_noun, and singular/plural varies slightly (topic vs topics). Still largely predictable.
11 tools is well within the sweet spot for a Kafka admin/ops server, covering both read and write/destructive operations without bloat. Each tool maps to a clear capability; no redundant or filler tools.
The surface covers core Kafka lifecycle: cluster info, topic list/describe/create/delete, message sample/produce, consumer group list/describe/reset offsets. Minor gaps remain, such as altering topic partitions/configs or deleting consumer groups, but core workflows are covered. Agents can work around most gaps using existing tools.