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

# AI Agent Integration

> Machine-readable documentation for AI agents and LLM-powered applications

Tuteliq provides machine-readable documentation files so AI agents, coding assistants, and LLM-powered applications can discover and use the API without manual configuration.

## What agents can do with Tuteliq

Tuteliq covers four capability areas — all accessible via API, MCP tools, or OpenAPI spec:

<CardGroup cols={2}>
  <Card title="Content Safety" icon="shield-halved">
    Detect grooming, bullying, self-harm, radicalisation, and all 9 KOSA harm categories across text, voice, images, and video.
  </Card>

  <Card title="Fraud Detection" icon="triangle-exclamation">
    Identify social engineering, romance scams, app fraud, and money mule recruitment targeting minors and vulnerable users.
  </Card>

  <Card title="Age & Identity Verification" icon="id-card">
    Verify user age via document analysis, biometric estimation, or both. Full identity verification with face matching and liveness detection for COPPA/KOSA compliance.
  </Card>

  <Card title="Analysis & Reporting" icon="chart-line">
    Emotional trend analysis, age-appropriate action plans, and professional incident reports ready for trust & safety teams.
  </Card>
</CardGroup>

### Verification endpoints

| Endpoint                       | What it does                                                                                                 | Tier     |
| ------------------------------ | ------------------------------------------------------------------------------------------------------------ | -------- |
| `POST /api/v1/verify/age`      | Document OCR, biometric age estimation, or combined — returns verified age range, `is_minor`, and confidence | Pro      |
| `POST /api/v1/verify/identity` | Document authentication + face matching + liveness detection — prevents impersonation and spoofing           | Business |
| `POST /api/v1/verify/session`  | Manage multi-step verification sessions with liveness challenges                                             | Pro      |

Verification integrates directly with detection — verify once, then pass the confirmed `age_group` to all safety endpoints for properly calibrated risk scoring. See the [Verification guide](/verification) for full details.

***

## llms.txt

The [`llms.txt`](https://tuteliq.ai/llms.txt) file is a concise, structured summary of Tuteliq — like `robots.txt`, but for AI. It tells agents what the API does, which endpoints are available, and where to find detailed documentation.

```
https://tuteliq.ai/llms.txt
```

Point your AI assistant to this URL for a quick overview of all capabilities.

## llms-full.txt

The [`llms-full.txt`](https://tuteliq.ai/llms-full.txt) file is the complete API reference in plain text — every endpoint, parameter, response field, and example. Ideal for agents that need full context to generate accurate API calls.

```
https://tuteliq.ai/llms-full.txt
```

<Tip>
  If your agent supports a "documentation URL" or "context file" setting, use `llms-full.txt` for the most comprehensive coverage.
</Tip>

## OpenAPI Spec

The full OpenAPI 3.1 specification is available at:

```
https://api.tuteliq.ai/openapi.json
```

This is the same spec that powers the [interactive API docs](https://api.tuteliq.ai/docs). Use it with any OpenAPI-compatible tool or agent framework.

## AI Plugin Manifest

For agents that support the OpenAI plugin standard:

```
https://api.tuteliq.ai/.well-known/ai-plugin.json
```

## MCP Server

For AI assistants that support the [Model Context Protocol](/sdks/mcp) (Claude Desktop, Cursor, Windsurf), Tuteliq exposes all detection tools as MCP tools — no code required.

The MCP server also provides built-in data resources (`tuteliq://documentation`, `tuteliq://context-fields`, etc.) that agents can read for full parameter references.

See the [MCP setup guide](/sdks/mcp) for configuration instructions.

## Quick Reference

| File             | URL                                         | Use Case                                                    |
| ---------------- | ------------------------------------------- | ----------------------------------------------------------- |
| `llms.txt`       | `tuteliq.ai/llms.txt`                       | Quick discovery — what Tuteliq does and where to learn more |
| `llms-full.txt`  | `tuteliq.ai/llms-full.txt`                  | Full API reference for agents that need complete context    |
| `openapi.json`   | `api.tuteliq.ai/openapi.json`               | OpenAPI 3.1 spec for code generation and API clients        |
| `ai-plugin.json` | `api.tuteliq.ai/.well-known/ai-plugin.json` | OpenAI plugin manifest                                      |
| MCP Server       | `api.tuteliq.ai/mcp`                        | Native tool integration for MCP-compatible assistants       |