kafka-mcp

by wklee610

Overview Schema Source Related Servers Discussions Admin

Python

Remote

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Deploy Server

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

B3.4/5.0

Scored 2026-09-09 22:28 across 19 tools

Disambiguation4/5

Most tools have distinct purposes, but there is minor overlap between describe_brokers and describe_cluster (which also includes broker info), and between describe_cluster_health and get_broker_metrics (health summary vs raw metrics). Overall, an agent can reliably differentiate them.

Naming Consistency5/5

All 19 tools follow a consistent verb_noun pattern (e.g., list_topics, create_topic, reset_consumer_group_offset). Verbs like describe, list, create, delete, get, reset, produce are used uniformly, making the naming predictable.

Tool Count4/5

With 19 tools, the server is comprehensive but slightly on the heavier side. However, given Kafka's complexity (topics, partitions, configs, consumer groups, metrics), each tool serves a clear need and the count is justifiable.

Completeness5/5

The tool surface covers the core Kafka lifecycle: topic management (create/delete/describe), partition scaling, configs (describe/alter), message production and consumption, consumer group management (list/describe/offsets/reset/rewind), and cluster monitoring (brokers, health, metrics). No obvious gaps for standard operations.