# Obscura AI — AI Workflow Generator for Any LLM or Coding Agent

> Describe any business process. Get a visual AI automation workflow you can edit, export, and share — inside Claude, Cursor, Windsurf, your terminal, or any MCP-compatible client.

**[Try the Builder free](https://obscuraai.xyz/builder)** | **[Website](https://obscuraai.xyz)**

---

## What this does

This MCP server connects your AI assistant or coding agent to [Obscura AI's Workflow Builder](https://obscuraai.xyz/builder). When you ask it to map out a business automation, it generates an interactive visual workflow and gives you a link to open, edit, and share it.

No API key. No signup. No cost.

### Example

> **You:** "Map out an automation for guest check-in at my hotel"
>
> **Claude / Cursor / your agent:** Here's your workflow — 6 steps covering booking confirmation through post-stay review.
>
> **Open your workflow:** https://obscuraai.xyz/builder?d=eJxVjk...

The link opens a visual canvas where you can drag nodes, edit labels, and export or share the flow.

---

## Compatible clients

| Client | Type |
| ------ | ---- |
| **Claude Desktop** | Desktop app |
| **Claude Code** | CLI / terminal |
| **Cursor** | IDE |
| **Windsurf** | IDE |
| **Cline** | VS Code extension |
| **Continue.dev** | VS Code / JetBrains |
| **Zed** | Editor |
| **Any MCP stdio client** | CLI / custom agents |
| **HTTP direct** | LangChain, CrewAI, custom LLMs |

---

## Supported industries

| Industry        | Example workflows                                                      |
| --------------- | ---------------------------------------------------------------------- |
| **Hospitality** | Guest comms, table reservations, supplier coordination, event planning |
| **Real Estate** | Property pipeline, tenant management, document processing              |
| **Agencies**    | Client onboarding, content pipeline, lead qualification                |
| **Legal**       | Document intelligence, case intake, compliance                         |
| **Finance**     | KYC checks, reporting pipelines, invoice automation                    |

14 pre-built workflow templates with industry-aware label customization.

---

## Setup

### Claude Desktop

Add to your config file:

**macOS:** `~/Library/Application Support/Claude/claude_desktop_config.json`
**Windows:** `%APPDATA%\Claude\claude_desktop_config.json`

```json
{
  "mcpServers": {
    "obscura": {
      "command": "npx",
      "args": ["-y", "@obscuraai/mcp-server"]
    }
  }
}
```

Restart Claude Desktop. You'll see "obscura" in your connected tools.

### Claude Code (CLI)

```bash
claude mcp add obscura -- npx -y @obscuraai/mcp-server
```

### Cursor / Windsurf / Cline

Add to your MCP settings (usually `mcp.json` or equivalent):

```json
{
  "mcpServers": {
    "obscura": {
      "command": "npx",
      "args": ["-y", "@obscuraai/mcp-server"]
    }
  }
}
```

### Terminal / custom agent (stdio)

```bash
npx -y @obscuraai/mcp-server
```

The server speaks JSON-RPC over stdin/stdout — pipe messages directly from any agent.

### HTTP endpoint (LangChain, CrewAI, custom LLMs)

```
POST https://obscuraai.xyz/api/mcp
Content-Type: application/json
```

No auth required. Call it from any HTTP-capable agent or LLM framework.

---

## Tool reference

### `generate_obscura_workflow`

Generates a visual workflow and returns a shareable link to the interactive canvas.

| Parameter     | Type   | Required | Description                                                                                              |
| ------------- | ------ | -------- | -------------------------------------------------------------------------------------------------------- |
| `description` | string | Yes      | The business process to automate                                                                         |
| `industry`    | string | No       | `hospitality`, `real-estate`, `agencies`, `professional-services`, `finance`, `legal`, `events`, `other` |

**Try asking your agent:**

- "Map out an automation for lead qualification at my agency"
- "Design a guest communications workflow for a Dubai hotel"
- "Build a document processing pipeline for a law firm"
- "Create a tenant maintenance request flow for property management"

---

## About Obscura AI

Obscura AI builds custom AI workflows, agents, and automations for modern businesses. We deploy systems in days, not months.

**Founder:** Prince Adza

- **Website:** [obscuraai.xyz](https://obscuraai.xyz)
- **Email:** [prince@obscuraai.xyz](mailto:prince@obscuraai.xyz)
- **WhatsApp:** [+447466314822](https://wa.me/447466314822)

**Markets served:** Dubai, Monte Carlo, South Africa, Singapore, London, and expanding across North America and Europe.

---

## License

MIT