AI tools on Aiven
Aiven provides tools that connect your AI agents to Aiven services, metadata, and data. It also builds AI capabilities directly into its managed services, from vector search to AI assistants. Use the following sections to find the right starting point for your use case.
Choose your path
Connect AI agents and tools to Aiven
Connect AI assistants and agents to Aiven to manage services, explore metadata, and work with data using MCP servers and Skills. For example, connect an agent to Aiven for Apache Kafka® instead of running manual commands.
| Tool | What you can do | Get started |
|---|---|---|
| Aiven MCP server | Create and manage services, plans, metrics, logs, and configuration from Cursor, Claude Code, and other MCP clients | Set up Aiven MCP |
| DataHub MCP server Limited availability | Give AI agents natural language search, lineage tracking, and context-aware SQL generation over your data ecosystem | Use the DataHub MCP server |
| Kafka Skills | Create and configure a Kafka service, topics, ACLs, and Schema Registry from the command line | Set up using Skills |
AI built into Aiven services
These aren't separate products. They're capabilities built into the services you're already using.
Vector searchPostgres (pgvector)ClickHouseOpenSearchValkey
Query optimizationPostgresMySQLStandalone optimizer
SQL generationPG Studio AI assistant
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