> ## Documentation Index
> Fetch the complete documentation index at: https://docs.mithunai.com/llms.txt
> Use this file to discover all available pages before exploring further.

# What is available, preview and planned

> Feature by feature: what is generally available, what is in preview and works but may change, and what is not built yet, so you can plan against the truth.

Every capability below carries one of three statuses. **Available** means complete and supported. **Preview** means it works and is supported, but may change based on feedback — tell your MITHUNAI contact before relying on a preview feature for a high-traffic launch. **Planned** means it is not built, and nothing here describes a planned feature as though it were available.

## Knowledge

| Capability                                          | Status                                             |
| --------------------------------------------------- | -------------------------------------------------- |
| Website crawl, sitemap and GitHub sources           | Available                                          |
| PDF, Word, Markdown and text file uploads           | Available                                          |
| Background ingestion with progress and cancellation | Available                                          |
| Secret redaction and bounded fetching               | Available                                          |
| Scheduled automatic re-sync                         | Planned. Re-sync on your own schedule with the API |

## Answers

| Capability                                                                            | Status    |
| ------------------------------------------------------------------------------------- | --------- |
| Grounded answers with citations                                                       | Available |
| Abstention when content does not support an answer                                    | Available |
| Streaming answers                                                                     | Available |
| Multiple assistants per organisation, each with its own knowledge, model and guidance | Available |
| Hybrid retrieval: semantic search combined with keyword matching of exact terms       | Available |

## Channels

| Capability                                                                       | Status    |
| -------------------------------------------------------------------------------- | --------- |
| Console                                                                          | Available |
| HTTP API                                                                         | Available |
| Website widget                                                                   | Available |
| MCP server (read-only tools)                                                     | Preview   |
| Tools that act in other systems, and connecting MITHUNAI to external MCP servers | Planned   |
| Webhooks                                                                         | Planned   |

## Administration

| Capability                                       | Status    |
| ------------------------------------------------ | --------- |
| Roles and API keys                               | Available |
| Organisation branding and white-label            | Available |
| Usage and unanswered-question reports            | Available |
| Member invitations in the MITHUNAI console       | Planned   |
| Time-series analytics, export and cost reporting | Planned   |
| Usage quotas and spend caps                      | Planned   |
| SSO and SCIM                                     | Planned   |

Planned items have no committed dates. If one matters to your evaluation, tell your MITHUNAI contact. Demand shapes the order.

When a capability moves between these columns, the move is recorded in the [changelog](/resources/changelog). What the platform does with your data, and what it will not do, is set out in [Security](/security); the questions evaluators ask most are collected in the [FAQ](/resources/faq).