Agentic Engineering for Data Streaming with Lenses MCP
Connect LLMs and Agentic AI securely with Kafka via Lenses MCP, with IAM and role-based access control
How does AI and Kafka work together with Lenses MCP?
Lenses MCP Server connects your AI copilots and agents directly to your Kafka infrastructure & data.
Now anyone can explore, admin, configure, govern real-time data through natural language - all without switching contexts from your IDE.
It also connects AI agents with real-time context from Kafka - so they can understand what’s happening now and take the right action.
All protected by enterprise-grade multi-Kafka governance and powered by the SQL engine.
Still data streaming, but 100x faster
For Platform Engineers
- Automate the governance of an entire Kafka fleet through a prompt
Add Context...
my-app.py
For Developers
- Use natural language to describe full data pipelines
“Integrating Lenses MCP into our engineers’ AI code editors allows them to remove much of the complexity and streaming domain knowledge required to build real-time systems.“
How Lenses MCP brings AI to Kafka
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Lenses MCP - the bridge between AI agents and real-time data
Connects AI & data streaming
Lenses MCP standardizes how LLMs and agents can interact with Kafka, tools and APIs to take action on real-time data.
Enables AI-assisted engineering
Transform engineering workflows with real-time data and natural language. Empower business teams to self-serve without waiting on engineering.
Unlocks agentic architectures
Allows AI systems to interact with each other.
Featured assets
What is an MCP server for Kafka
Detect problematic Kafka message patterns automatically.
Diagnose a stalled Kafka consumer by asking a simple question.
Get Kafka troubleshooting recommendations that solve problems at their source.
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