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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

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


License

MIT

Install Server
A
security – no known vulnerabilities
A
license - permissive license
B
quality - B tier

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