leanix-agent 0.8.0

Agent package for communicating with LeanIX Enterprise Architecture Management via REST APIs and GraphQL.

LeanIX Agent - A2A | AG-UI | MCP

Version: 0.8.0

Overview

LeanIX Agent MCP Server + A2A Agent

Agent package for communicating with LeanIX Enterprise Architecture Management via REST APIs and GraphQL.

This repository is actively maintained - Contributions are welcome!

Features

Core Capabilities

• FactSheet Management: Create, read, update FactSheets (Applications, Components, etc.)
• GraphQL Queries: Execute flexible GraphQL queries with variables and operations
• Metrics & KPIs: Access custom metrics, KPIs, and performance data
• Discovery Integration: SaaS, SAP, and AI agent discovery services
• Architecture Relations: Query FactSheet relationships and hierarchies
• User & Workspace Management: Manage users, permissions, and workspace settings
• Authentication: Automatic OAuth token management and session handling

API Coverage

The agent provides access to 30+ LeanIX API services with 500+ methods:

• Pathfinder API: FactSheet operations, relations, and resource models
• Metrics API: Schema management, KPI tracking, and data points
• MTM API: Account management, workspace administration, and OAuth
• Discovery APIs: SaaS, SAP, and AI agent discovery
• Integration APIs: Collibra, ServiceNow, and Signavio connectors
• Support APIs: Documents, impacts, navigation, polls, and webhooks

MCP

Using as an MCP Server

The MCP Server can be run in two modes: stdio (for local testing) or http (for networked access).

Environment Variables

• LEANIX_WORKSPACE: The URL of the target service.
• LEANIX_API_TOKEN: The API token or access token.

Run in stdio mode (default):

export LEANIX_WORKSPACE="http://localhost:8080"
export LEANIX_API_TOKEN="your_token"
leanix-mcp --transport "stdio"

Run in HTTP mode:

export LEANIX_WORKSPACE="http://localhost:8080"
export LEANIX_API_TOKEN="your_token"
leanix-mcp --transport "http" --host "0.0.0.0" --port "8000"

A2A Agent

Run A2A Server

export LEANIX_WORKSPACE="http://localhost:8080"
export LEANIX_API_TOKEN="your_token"
leanix-agent --provider openai --model-id gpt-4o --api-key sk-...

Docker

Build

docker build -t leanix-agent .

Run MCP Server

docker run -d \
  --name leanix-agent \
  -p 8000:8000 \
  -e TRANSPORT=http \
  -e LEANIX_WORKSPACE="http://your-service:8080" \
  -e LEANIX_API_TOKEN="your_token" \
  knucklessg1/leanix-agent:latest

Deploy with Docker Compose

services:
  leanix-agent:
    image: knucklessg1/leanix-agent:latest
    environment:
      - HOST=0.0.0.0
      - PORT=8000
      - TRANSPORT=http
      - LEANIX_WORKSPACE=http://your-service:8080
      - LEANIX_API_TOKEN=your_token
    ports:
      - 8000:8000

Configure mcp.json for AI Integration (e.g. Claude Desktop)

{
  "mcpServers": {
    "leanix": {
      "command": "uv",
      "args": [
        "run",
        "--with",
        "leanix-agent",
        "leanix-mcp"
      ],
      "env": {
        "LEANIX_WORKSPACE": "http://your-service:8080",
        "LEANIX_API_TOKEN": "your_token"
      }
    }
  }
}

Install Python Package

python -m pip install leanix-agent

uv pip install leanix-agent

Repository Owners

Graph Architecture

This agent uses pydantic-graph orchestration for intelligent routing and optimal context management.

---
title: LeanIX Agent Graph Agent
---
stateDiagram-v2
  [*] --> RouterNode: User Query
  RouterNode --> DomainNode: Classified Domain
  RouterNode --> [*]: Low confidence / Error
  DomainNode --> [*]: Domain Result

• RouterNode: A fast, lightweight LLM (e.g., nvidia/nemotron-3-super) that classifies the user's query into one of the specialized domains.
• DomainNode: The executor node. For the selected domain, it dynamically sets environment variables to temporarily enable ONLY the tools relevant to that domain, creating a highly focused sub-agent (e.g., gpt-4o) to complete the request. This preserves LLM context and prevents tool hallucination.

MCP Configuration Examples

1. Standard IO (stdio) Deployment

{
  "mcpServers": {
    "leanix-agent": {
      "command": "uv",
      "args": [
        "run",
        "leanix-mcp"
      ],
      "env": {
        "AGENT_DESCRIPTION": "<YOUR_AGENT_DESCRIPTION>",
        "AGENT_SYSTEM_PROMPT": "<YOUR_AGENT_SYSTEM_PROMPT>",
        "DEFAULT_AGENT_NAME": "<YOUR_DEFAULT_AGENT_NAME>",
        "GRAPHQLTOOL": "True",
        "LEANIX_AGENT_VERIFY": "<YOUR_LEANIX_AGENT_VERIFY>",
        "LEANIX_AI_INVENTORY_BUILDERTOOL": "True",
        "LEANIX_API_TOKEN": "<YOUR_LEANIX_API_TOKEN>",
        "LEANIX_APPTIO_CONNECTORTOOL": "True",
        "LEANIX_AUTOMATIONSTOOL": "True",
        "LEANIX_DISCOVERY_AI_AGENTSTOOL": "True",
        "LEANIX_DISCOVERY_LINKING_V1TOOL": "True",
        "LEANIX_DISCOVERY_LINKING_V2TOOL": "True",
        "LEANIX_DISCOVERY_SAASTOOL": "True",
        "LEANIX_DISCOVERY_SAPTOOL": "True",
        "LEANIX_DISCOVERY_SAP_EXTENSIONTOOL": "True",
        "LEANIX_DOCUMENTSTOOL": "True",
        "LEANIX_IMPACTSTOOL": "True",
        "LEANIX_INTEGRATION_APITOOL": "True",
        "LEANIX_INTEGRATION_COLLIBRATOOL": "True",
        "LEANIX_INTEGRATION_SERVICENOWTOOL": "True",
        "LEANIX_INTEGRATION_SIGNAVIOTOOL": "True",
        "LEANIX_INVENTORY_DATA_QUALITYTOOL": "True",
        "LEANIX_MANAGED_CODE_EXECUTIONTOOL": "True",
        "LEANIX_METRICSTOOL": "True",
        "LEANIX_MTMTOOL": "True",
        "LEANIX_NAVIGATIONTOOL": "True",
        "LEANIX_PATHFINDERTOOL": "True",
        "LEANIX_POLLTOOL": "True",
        "LEANIX_REFERENCE_DATATOOL": "True",
        "LEANIX_REFERENCE_DATA_CATALOGTOOL": "True",
        "LEANIX_STORAGETOOL": "True",
        "LEANIX_SURVEYTOOL": "True",
        "LEANIX_SYNCLOGTOOL": "True",
        "LEANIX_TECHNOLOGY_DISCOVERYTOOL": "True",
        "LEANIX_TODOTOOL": "True",
        "LEANIX_TOKEN": "<YOUR_LEANIX_TOKEN>",
        "LEANIX_TRANSFORMATIONSTOOL": "True",
        "LEANIX_URL": "<YOUR_LEANIX_URL>",
        "LEANIX_VERIFY": "<YOUR_LEANIX_VERIFY>",
        "LEANIX_WEBHOOKSTOOL": "True",
        "LEANIX_WORKSPACE": "<YOUR_LEANIX_WORKSPACE>",
        "SSL_VERIFY": "<YOUR_SSL_VERIFY>"
      }
    }
  }
}

2. Streamable HTTP (SSE) Deployment

{
  "mcpServers": {
    "leanix-agent": {
      "command": "uv",
      "args": [
        "run",
        "leanix-mcp",
        "--transport",
        "http",
        "--host",
        "0.0.0.0",
        "--port",
        "8000"
      ],
      "env": {
        "AGENT_DESCRIPTION": "<YOUR_AGENT_DESCRIPTION>",
        "AGENT_SYSTEM_PROMPT": "<YOUR_AGENT_SYSTEM_PROMPT>",
        "DEFAULT_AGENT_NAME": "<YOUR_DEFAULT_AGENT_NAME>",
        "GRAPHQLTOOL": "True",
        "LEANIX_AGENT_VERIFY": "<YOUR_LEANIX_AGENT_VERIFY>",
        "LEANIX_AI_INVENTORY_BUILDERTOOL": "True",
        "LEANIX_API_TOKEN": "<YOUR_LEANIX_API_TOKEN>",
        "LEANIX_APPTIO_CONNECTORTOOL": "True",
        "LEANIX_AUTOMATIONSTOOL": "True",
        "LEANIX_DISCOVERY_AI_AGENTSTOOL": "True",
        "LEANIX_DISCOVERY_LINKING_V1TOOL": "True",
        "LEANIX_DISCOVERY_LINKING_V2TOOL": "True",
        "LEANIX_DISCOVERY_SAASTOOL": "True",
        "LEANIX_DISCOVERY_SAPTOOL": "True",
        "LEANIX_DISCOVERY_SAP_EXTENSIONTOOL": "True",
        "LEANIX_DOCUMENTSTOOL": "True",
        "LEANIX_IMPACTSTOOL": "True",
        "LEANIX_INTEGRATION_APITOOL": "True",
        "LEANIX_INTEGRATION_COLLIBRATOOL": "True",
        "LEANIX_INTEGRATION_SERVICENOWTOOL": "True",
        "LEANIX_INTEGRATION_SIGNAVIOTOOL": "True",
        "LEANIX_INVENTORY_DATA_QUALITYTOOL": "True",
        "LEANIX_MANAGED_CODE_EXECUTIONTOOL": "True",
        "LEANIX_METRICSTOOL": "True",
        "LEANIX_MTMTOOL": "True",
        "LEANIX_NAVIGATIONTOOL": "True",
        "LEANIX_PATHFINDERTOOL": "True",
        "LEANIX_POLLTOOL": "True",
        "LEANIX_REFERENCE_DATATOOL": "True",
        "LEANIX_REFERENCE_DATA_CATALOGTOOL": "True",
        "LEANIX_STORAGETOOL": "True",
        "LEANIX_SURVEYTOOL": "True",
        "LEANIX_SYNCLOGTOOL": "True",
        "LEANIX_TECHNOLOGY_DISCOVERYTOOL": "True",
        "LEANIX_TODOTOOL": "True",
        "LEANIX_TOKEN": "<YOUR_LEANIX_TOKEN>",
        "LEANIX_TRANSFORMATIONSTOOL": "True",
        "LEANIX_URL": "<YOUR_LEANIX_URL>",
        "LEANIX_VERIFY": "<YOUR_LEANIX_VERIFY>",
        "LEANIX_WEBHOOKSTOOL": "True",
        "LEANIX_WORKSPACE": "<YOUR_LEANIX_WORKSPACE>",
        "SSL_VERIFY": "<YOUR_SSL_VERIFY>"
      }
    }
  }
}