@leonai/make-scenario-mcp

MCP server for building, validating, auto-healing, and deploying Make.com scenarios. Deep knowledge of LeonAI-Priority ERP integration.

Features

• 16 MCP tools for scenario building, search, validation, and deployment
• 303 Make.com modules across 53 apps (built-in catalog)
• 52 LeonAI-Priority operations with mapper schemas and real examples
• Auto-healing — fixes missing metadata, coordinates, module versions, router filters
• Blueprint validation — duplicate IDs, broken references, missing connections
• Blueprint generation — compose importable Make.com JSON from steps
• 8 workflow patterns — customer upsert, order creation, Shopify sync, WhatsApp notifications, and more
• Direct deployment to Make.com via API
• Priority ERP metadata — 2,914 tables, 35,688 fields with types and descriptions (optional)
• Hebrew search — full support for Hebrew text in scenario names and fields

Quick Start

npx -y @leonai/make-scenario-mcp

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "make-scenario-builder": {
      "command": "npx",
      "args": ["-y", "@leonai/make-scenario-mcp"]
    }
  }
}

Works out of the box with 303 modules, auto-healing, validation, and blueprint generation.

Optional Configuration

All environment variables are optional. The server works progressively — each one unlocks more features:

| Env Variable | What it adds | |-------------|-------------| | BLUEPRINTS_DIR | Path to a folder of Make.com .blueprint.json files. Indexes them for search, pattern extraction, and real usage examples. | | PRIORITY_DB_PATH | Path to a Priority ERP metadata SQLite database. Adds 2,914 tables with 35,688 typed fields. | | MAKE_API_KEY | Your Make.com API token. Enables deploying scenarios directly to Make.com. | | MAKE_TEAM_ID | Your Make.com team ID. Required together with MAKE_API_KEY. |

Full config example

{
  "mcpServers": {
    "make-scenario-builder": {
      "command": "npx",
      "args": ["-y", "@leonai/make-scenario-mcp"],
      "env": {
        "BLUEPRINTS_DIR": "/path/to/your/blueprints",
        "PRIORITY_DB_PATH": "/path/to/priority_metadata.db",
        "MAKE_API_KEY": "your-make-api-key",
        "MAKE_TEAM_ID": "12345"
      }
    }
  }
}

Tools

Scenario Knowledge

| Tool | Description | |------|-------------| | search_scenarios | Full-text search across indexed blueprints (Hebrew + English) | | analyze_scenario | Human-readable flow breakdown of any blueprint | | get_module_examples | Real mapper/filter configs from production blueprints | | suggest_flow | Business goal to suggested modules and patterns |

LeonAI-Priority

| Tool | Description | |------|-------------| | list_leonai_operations | All 52 LeonAI ops with schemas, categories, examples | | list_priority_forms | Priority ERP forms with full field details (types, keys, RO flags) | | search_priority_tables | Search 2,914 Priority tables by name or description | | search_priority_fields | Search 35,688 fields across all tables |

Make.com Module Catalog

| Tool | Description | |------|-------------| | search_make_modules | Search 303 modules across 53 apps | | get_make_module | Detailed module info with parameters | | list_make_apps | All apps with module counts |

Build & Deploy

| Tool | Description | |------|-------------| | build_scenario | Generate importable Make.com blueprint JSON | | get_pattern | 8 reusable workflow templates | | validate_blueprint | Check for errors before importing | | heal_blueprint | Auto-fix missing metadata, coordinates, versions | | deploy_scenario | Deploy directly to Make.com (requires API key) |

Architecture

@leonai/make-scenario-mcp
  src/
    catalog/        # LeonAI ops, Make modules, Priority forms, operators
    generator/      # Blueprint JSON builder (IDs, positions, metadata)
    healing/        # Auto-healer (8 fixes) + verified module versions
    indexer/        # Blueprint parser, flow walker, index builder
    makeapi/        # Make.com REST API client
    metadata/       # Priority ERP database reader
    patterns/       # 8 workflow pattern templates
    search/         # Full-text search with Hebrew support
    tools/          # Blueprint validator
    server.ts       # MCP server with 16 tools
    index.ts        # Entry point (stdio transport)

License

MIT