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Preview functionality. This is a preview feature and is subject to change. We don’t recommend using it in production payloads/environments.
To discover information about your Kafka resources, you can connect to Conduktor Console from an AI assistant via the Model Context Protocol (MCP). Use Console UI for setup instructions: Setup MCP
The MCP server uses your own permissions based on the token you generate. Make sure the token has the appropriate access rights for the resources you want to query.

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MCP tools

The current set of MCP tools provide comprehensive read-only access to the core Kafka resources and the Insights information held by the system. These tools allow interactive exploration of your Kafka clusters and their status, providing deeper understanding.
AI tools should be used for discovery and experimentation only - the results are open to interpretation and are outside of the control of Conduktor system.

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Cluster management

  • list-clusters: list all Kafka clusters available in Conduktor
  • get-cluster: get details about a specific cluster by its name

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Topic operations

  • list-topics: list topics in a cluster, with pagination
  • list-topics-with-usage: list topics with usage metrics (message count, size, rates) and filtering options (by name, cleanup policy, labels, tags)
  • get-topic: get detailed information about a specific topic
  • get-last-messages: retrieve the last N messages from a topic (up to 100 messages)

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Insights

  • insights-cluster: get insights and analytics on a cluster’s health/performance
  • insights-topics: get topic insights including partition skew, activity metrics and size

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Schema registry

  • list-subjects: list all subjects (schemas) in a cluster
  • list-subject-names: list subject names with filtering by schema type (JSON, PROTOBUF, AVRO)
  • get-subject: get details about a specific schema subject

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Consumer groups

  • list-consumer-groups: list consumer groups with usage info, filtering by name/state/labels and sorting by lag, members, etc.
  • list-consumer-groups-by-topic: list consumer groups consuming from a specific topic

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Gateway and Interceptors

  • list-interceptors: list interceptors configured in a cluster (for Conduktor Gateway)