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

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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.

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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

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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.

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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.

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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"

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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: prince@obscuraai.xyz
• WhatsApp: +447466314822

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

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License

MIT