Kapa.ai alternative
MITHUNAI RAG: cited answers from your docs
As of 30 October 2026. Says where Kapa.ai is stronger.
Looking for an alternative to Kapa.ai?
Each comparison below is dated, links to the other product’s own pages and says where that product is stronger. Under them is a short guide to choosing an AI answer platform, whichever one you end up with.
Last updated
Comparisons
More comparisons are added as each is checked against the other product’s own pages. See them all on the compare page.
Guides by kind of product
What to check in each kind of product MITHUNAI offers, and what MITHUNAI does today. None names another vendor.
AI documentation assistants
For MITHUNAI RAG. Live
Read the guide
AI chat workspaces
For MITHUNAI Chat. Live
Read the guide
LLM gateways
For MITHUNAI Gateway. Live
Read the guide
Self-hosted AI answers
For MITHUNAI for enterprise. Live
Read the guide
AI search visibility tools
For MITHUNAI AI search visibility. Beta. Not yet run against a real AI search engine.
Read the guide
AI work with approval
For MITHUNAI Team. Beta. Access on request.
Read the guide
How to choose an AI answer platform
Six questions that separate platforms in practice. Ask each vendor, MITHUNAI included, and ask to see the answer rather than hear it. The right column says what MITHUNAI does today.
| Ask any vendor | What MITHUNAI does today |
|---|---|
| Does every answer cite its sources? | Yes. Every answer cites the passages it used, so a reader can check it. |
| What happens when your content has no answer? | It declines to answer, and the API tells your software why: your content did not support an answer, or the service was unavailable. |
| Where does it run, and can you run it yourself? | Hosted in the EU, in Germany. On the Sovereign Custom plan it deploys in your own cloud account or data centre, billed annually and arranged with us. |
| How do you reach it from your own tools? | A website widget, an HTTP API that streams cited answers, and a read-only MCP server, in beta, with three tools: search knowledge, ask an assistant and list knowledge. |
| If it can act, does a person approve first? | The AI employees in MITHUNAI Team act only once a person approves. Beta. Access on request. |
| What can you check before you buy? | Prices are published, from $99 to $599 a month, and the public playground answers from our own documentation with no account. MITHUNAI holds no third-party security certification today, and says so on the security page. |
Longer reads: how to choose an AI documentation assistant and why answers should cite sources and know when to abstain.
Test it on your own docs
The fairest comparison is your own content. Put the same questions to each tool and check the citations.