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 | Website

What this does

This MCP server connects your AI assistant or coding agent to Obscura AI's Workflow 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

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

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

Claude Code (CLI)

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

Cursor / Windsurf / Cline

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

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

Terminal / custom agent (stdio)

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
• Email: [email protected]
• WhatsApp: +447466314822

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

License

MIT