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

# Use Docs With AI Tools

> Use OmniCoreAgent docs with Ask AI, llms.txt, hosted MCP, Cursor, VS Code, ChatGPT, Claude, and Perplexity

# Use Docs With AI Tools

OmniCoreAgent docs are written for people and AI coding tools. Use this page
when you want the docs inside your editor, chat session, or agent workflow.

<Info>
  AI tools are a faster way to navigate the docs. They do not replace source-code
  verification for production changes.
</Info>

***

## Ask AI In The Docs

Use the Ask AI action in the docs header to ask questions against the official
OmniCoreAgent documentation.

Good prompts:

```text theme={"theme":{"light":"github-light","dark":"github-dark"}}
Show me the smallest OmniCoreAgent with one local tool.
```

```text theme={"theme":{"light":"github-light","dark":"github-dark"}}
Explain memory vs workspace vs task store.
```

```text theme={"theme":{"light":"github-light","dark":"github-dark"}}
Build an OmniServe API with auth and rate limiting.
```

```text theme={"theme":{"light":"github-light","dark":"github-dark"}}
Which config enables context management and tool offload?
```

Ask AI should answer with the docs as source context. If a feature is not
documented, verify in the source code or open an issue.

***

## Copy Or View A Page As Markdown

Use the contextual menu on any docs page to copy the page as Markdown or view
the raw Markdown source. This is useful when you want to paste one exact docs
page into ChatGPT, Claude, Perplexity, Cursor, or another coding agent.

Best use cases:

* explain one API surface
* convert one example to your app
* compare memory, workspace, and task-store behavior
* ask for a migration checklist from a specific docs page

***

## Use `/llms.txt`

Mintlify publishes an AI-readable docs index at:

```text theme={"theme":{"light":"github-light","dark":"github-dark"}}
https://docs-omnicoreagent.omnirexfloralabs.com/llms.txt
```

Use this when an AI tool asks for a documentation index or when you want to
give a coding agent the full docs map before it starts changing code.

Example prompt:

```text theme={"theme":{"light":"github-light","dark":"github-dark"}}
Read the OmniCoreAgent llms.txt index, then show me the pages I need to build
an agent with local tools, workspace files, and OmniServe.
```

***

## Use The Hosted Docs MCP

Mintlify exposes the docs as an MCP server at:

```text theme={"theme":{"light":"github-light","dark":"github-dark"}}
https://docs-omnicoreagent.omnirexfloralabs.com/mcp
```

Use this with an MCP-capable editor or agent when you want documentation search
available as a tool instead of pasting pages manually.

Ask your tool to search the docs MCP for exact topics:

```text theme={"theme":{"light":"github-light","dark":"github-dark"}}
Search the OmniCoreAgent docs MCP for task store configuration and summarize
the Redis, MongoDB, and SQL options.
```

***

## Use Cursor Or VS Code

Use the contextual menu actions for Cursor or VS Code when you want the current
docs page opened inside your editor context.

Useful workflow:

1. Open the docs page that matches your task.
2. Send it to Cursor or VS Code from the contextual menu.
3. Ask the editor agent to update your app using only that docs page and your
   local source files.

Example prompt:

```text theme={"theme":{"light":"github-light","dark":"github-dark"}}
Using this OmniCoreAgent page, add a local tool registry to my existing agent
without changing memory or workspace configuration.
```

***

## Use ChatGPT, Claude, Or Perplexity

The contextual menu can open the current docs page in ChatGPT, Claude, or
Perplexity. Use this when you want explanation, comparison, or planning around
one specific docs page.

Good prompts:

```text theme={"theme":{"light":"github-light","dark":"github-dark"}}
Turn this OmniServe docs page into a deployment checklist for my FastAPI app.
```

```text theme={"theme":{"light":"github-light","dark":"github-dark"}}
Explain the difference between MemoryRouter, workspace storage, and background
task store using only this OmniCoreAgent page.
```

```text theme={"theme":{"light":"github-light","dark":"github-dark"}}
Create a minimal support-agent example from this local tools guide.
```

***

## Where To Start

<CardGroup cols={2}>
  <Card title="Quick Start" icon="bolt" href="/docs/getting-started/quickstart">
    Run the smallest useful OmniCoreAgent.
  </Card>

  <Card title="Configuration" icon="gear" href="/docs/how-to-guides/configuration">
    Find environment variables and runtime config.
  </Card>

  <Card title="Agent Harness" icon="layer-group" href="/docs/core-concepts/agent-harness">
    Understand what OmniCoreAgent adds around the model.
  </Card>

  <Card title="OmniServe" icon="server" href="/docs/how-to-guides/omniserve">
    Serve an agent through REST and SSE.
  </Card>
</CardGroup>
