Katara MCP server

The fastest way to give any LLM full context about your Katara backend — logs, metrics, configs, RAG performance, agent decisions, costs, everything.

Private beta starts January 2026. Limited spots available. No credit card needed. Read the docs

What is MCP?

Model Context Protocol (MCP) is the open standard that lets any LLM read and query your tools, data, and systems exactly like a human would — securely and in real time.

Katara runs a fully-featured MCP server for every project, 100% free, from day one.

Learn more about MCP

One line = total observability

"Use the Katara MCP server"

Every LLM you use can instantly:

Read all logs in natural language

View current RAG pipeline config and performance

See exact token usage and cost breakdown

List deployed models and their latency/cost

Check compliance status and guardrail violations

Replay any conversation with your agents

Browse your vector store schema and sample chunks

Works anywhere, with no code or setup

No SDKs, no auth tokens to manage, no wrappers. Just paste the MCP URL.

"Why did my agent say that?"

Real examples from beta users

I just pasted my Katara MCP URL into Claude and asked ‘Show me why the agent failed yesterday’ → it gave me the exact failing retrieval + token count + suggested fix in 6 seconds.

Leo M.

Indie hacker

I run a local Llama 3.2 with my Katara MCP server. I can now debug production issues without leaving my terminal.

Priya S.

Solo founder

Get your MCP server in < 2 minutes

Sign up for Katara (private beta)
Create your first project
Copy your unique MCP URL → paste anywhere

That’s it. Your LLM now has superpowers over your entire backend.

Get Early Access

No credit card needed. Full MCP access from day one.