OpenL MCP Server

Model Context Protocol server for OpenL Studio Business Rules Management System.

Built with MCP SDK v1.29+ featuring type-safe validation (Zod) and comprehensive OpenL Studio integration.

Quick Links

• 🚀 Quick Start - Connect Claude Code, Claude Desktop, Cursor, or VS Code in ~5 minutes

• ⚙️ Advanced Guide - Settings, authentication, Docker, and CLI mode

• 🖥️ CLI Guide - Use the same binary as a shell tool (no MCP client needed)

• 📖 Usage Examples - Learn how to use MCP tools

• 🐛 Troubleshooting - Common issues and solutions

• 👨‍💻 Contributing - Development guide

Related MCP server: Operaton MCP

npm Distribution

The MCP server is published as an npm package: openl-mcp — stdio transport via npx for Claude Code / Claude Desktop / Cursor / VS Code. No Node.js? Run it on the official Docker image instead — see the Advanced Guide.

The same binary also doubles as a CLI for direct API calls without an MCP client (npx -y openl-mcp <tool> '<json-args>') — see the CLI Guide for the full reference.

For npm package details see README.npm.md.

Documentation Structure

Getting Started

• Quick Start - Connect your AI client (Claude Code, Claude Desktop, Cursor, VS Code)

Guides

• Usage Examples - Practical examples of using MCP tools

• Advanced Guide - Settings, authentication, Docker, and CLI mode

• CLI Guide - Use the same binary as a shell tool (no MCP client needed)

• Troubleshooting Guide - Common issues, debugging, and solutions

Development

• Contributing Guide - How to contribute to the project

• Architecture - System architecture and design

• Testing Guide - Testing strategy and how to run tests

• Code Standards - Best practices and coding standards

• Tool Review - Technical review of MCP tools vs OpenL API

OpenL Studio Concepts

OpenL Studio uses dual versioning: Git-based commits (temporal) and dimension properties (business context). Supports multiple table types: Decision Tables (Rules, SimpleRules, SmartRules, Lookups), Spreadsheet Tables, and others (Method, Datatype, Test, etc.).

See prompts/create_rule.md for detailed table type guidance.

Tools

The MCP server provides 58 tools for managing OpenL Studio repositories, projects, rules, tables, tests, traces, and deployments. All tools are prefixed with openl_ and versioned (v1.0.0+).

Categories:

• Guidance - Agent onboarding (openl_get_started), per-project AGENTS.md context (openl_get_project_agent_context), and the official OpenL reference documentation embedded at build time (openl_list_guides / openl_get_guides)

• Repository Management - List repositories, branches, features, and revisions

• Project Management - List, open, save, close, create, and branch projects; track local changes

• Files - Read, write, search, copy, move, and delete project files

• Rules & Tables - List, get, update, append, create, and delete tables; apply single raw-source edits (insert/delete/update/merge a row, column, or cell)

• Tests - Start tests and retrieve results (full, summary, or by table)

• Tracing - Interactive rule debugger: start a session, step into/over/out, set breakpoints, run to a stop, inspect live frame variables and decision-table outcomes, profile a whole run

• Deployment - List deploy repositories and deployments; deploy and redeploy projects

See Usage Examples for detailed tool usage.

Prompts

14 expert guidance templates for complex OpenL Studio workflows. Prompts provide contextual assistance, best practices, and step-by-step instructions directly in Claude Desktop or MCP Inspector.

Available prompts: local_projects, create_rule, create_rule_decision_tables, create_rule_spreadsheet, create_test, update_test, run_test, append_table, datatype_vocabulary, dimension_properties, deploy_project, validate_after_edit, project_agents_md, project_history.

Usage: Request prompts in Claude Desktop (e.g., "Use the create_rule prompt") or access via MCP Inspector. See prompts/create_rule.md for detailed content.

Configuration

Base URL

Pass the OpenL Studio base URL as a positional argument (preferred), or set OPENL_BASE_URL:

# Positional argument (preferred) — starts the stdio MCP server
openl-mcp http://localhost:8080
npx -y openl-mcp http://localhost:8080

# …or via the environment variable
OPENL_BASE_URL=http://localhost:8080 openl-mcp

The positional URL takes precedence over OPENL_BASE_URL if both are set.

Environment Variables

# Base URL (or pass it as the positional argument above)
OPENL_BASE_URL=<your-base-url>

# Auth is optional (single-user mode accepts unauthenticated requests).
# Personal Access Token
OPENL_PERSONAL_ACCESS_TOKEN=<your-token>

# Optional
OPENL_TIMEOUT=60000

See the Advanced Guide for authentication and all settings.

Client configuration

See the Quick Start for client-specific configuration (Claude Code, Claude Desktop, Cursor, VS Code).

Key Features

• Type-Safe: Zod schemas with strict validation and TypeScript inference

• Personal Access Token Auth: PAT-based authentication (or none, for single-user mode)

• 4 Response Formats: json, markdown, markdown_concise, markdown_detailed

• Pagination Support: Metadata for all list operations

• AI Prompts: 14 expert guidance templates

• Comprehensive Tests: Full test suite covering core functionality

Development

npm run build          # Build TypeScript
npm test               # Run all tests
npm run lint           # Check code quality
npm run watch          # Dev mode with auto-rebuild

See Contributing Guide for development guidelines and Testing Guide for test suites.

Project Structure

openl-mcp/
├── src/                    # Source code (TypeScript)
├── tests/                  # Jest test suites
├── prompts/                # AI assistant guidance (OpenL-specific)
├── dist/                   # Compiled output
├── docs/                   # Documentation
│   ├── guides/             # User guides: setup, usage, auth, troubleshooting, Docker
│   └── development/        # Developer documentation
└── README.md               # This file

More Documentation

• Documentation Index - Full navigation map

Resources

• OpenL Studio

• OpenL Documentation

• Model Context Protocol

• MCP TypeScript SDK

License

LGPL-3.0 - GNU Lesser General Public License v3.0 (follows OpenL Studio project license).