Dealer Fusion MCP Server
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Dealer Fusion MCP Serversearch inventory for Toyota Camry 2024 in stock"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Dealer Fusion Workspace
Intelligence layer for an automotive dealership network.
Reads CRM, DMS, CDP, and Adobe Analytics data; responds to and qualifies customers; writes back to CRM; emits PII-free OEM signals.
Architecture
Dealer_Fusion_Workspace/
dealer_fusion_mock_data_stub_v1/ — 31 JSONL data files + 11 JSON schemas
dealer_fusion_core/ — shared DuckDB loader + privacy helper
dealer_fusion_mcp/ — FastMCP server (port 4010, Bearer auth)
dealer_fusion_explorer/
backend/ — FastAPI CRUD + graph API (port 8020)
frontend/ — React + Vite + TypeScript (port 5200)
start_explorer.sh — stable backend start scriptRelated MCP server: MCP Business AI Transformation
Prerequisites
Python 3.11+
Node.js 18+
npm 9+
Quick start
# 1 — Install Python dependencies
pip install -e dealer_fusion_core/
pip install -r requirements.txt
# 2 — Terminal 1: MCP server
cd /path/to/Dealer_Fusion_Workspace
python3 -m dealer_fusion_mcp.server
# 3 — Terminal 2: Explorer backend (use the script — limits file-watching to src dirs only)
./start_explorer.sh
# 4 — Terminal 3: Explorer frontend
cd dealer_fusion_explorer/frontend
npm install
npm run dev -- --port 5200Open the Explorer UI at http://localhost:5200
Services
Service | Port | Start command |
MCP Server | 4010 |
|
Explorer Backend | 8020 |
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Explorer Frontend | 5200 |
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Environment variables
Variable | Default | Description |
|
| MCP server port |
|
| Bearer token for all MCP requests |
| auto-resolved | Override path to |
| auto-resolved | Override path to |
|
| Explorer backend port |
MCP server (14 tools)
Authentication: Authorization: Bearer dev-token
Protocol: MCP streamable HTTP / SSE — POST http://localhost:4010/mcp
Lead & CRM
Tool | Required args | Returns |
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| 11-section view: customer, CRM, DMS, CDP, identity graph, segments, leads, activities, appointments, deals, service history |
Inventory & DMS
Tool | Required args | Returns |
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Analytics & CDP
Tool | Required args | Returns |
|
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Dealer Ops
Tool | Required args | Returns |
|
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decision_type must be one of: acknowledge_and_escalate · acknowledge_and_nurture · suppress_marketing_or_privacy_only · merge_duplicate_then_update_owner
Explorer API (http://localhost:8020)
GET /api/entities — all 31 entity types with record counts
GET /api/{entity}/list?page=&limit=&search= — paginated, searchable table
GET /api/{entity}/{id} — single record
POST /api/{entity} — create record
PUT /api/{entity}/{id} — update record
DELETE /api/{entity}/{id} — soft-delete (sets deleted_at)
GET /api/customers/{customer_key}/golden-record — force-graph payload for Golden Record view
GET /api/search?q= — cross-entity full-text search
GET /api/schema — all 31 tables with columns, row counts, and FK relationships
GET /health — health checkExplorer UI views
Tab | Description |
Entity Browser | Browse, search, edit, and soft-delete records across all 31 tables |
Golden Record | Search by name / email / CUST_XXXXX ID → interactive force-graph of linked entities |
Dealer Inbox | Live lead triage view sorted by urgency: handover → temperature → score |
KPI Dashboard | OEM network KPIs with dealer filter and trend charts |
Schema | ERD-style force-graph of all 31 tables with FK edges, domain colour-coding, and column explorer |
Data model
31 tables across 8 domains — all joined on customer_key.
Domain | Tables |
Core |
|
CRM |
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DMS |
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CDP |
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Adobe |
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Dealer Fusion |
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Reference |
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OEM |
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Key joins: customers.customer_key → CRM, DMS, CDP, Adobe, and Dealer Fusion tables. See dealer_fusion_mock_data_stub_v1/DATA_DICTIONARY.md for the full relationship map.
Tests
# Python — MCP server + Explorer backend
python3 -m pytest dealer_fusion_mcp/tests/ dealer_fusion_explorer/backend/tests/ -v
# Frontend — Vitest
cd dealer_fusion_explorer/frontend && npx vitest runMCP smoke test
# Quick connectivity check using the MCP JSON-RPC protocol
python3 - << 'EOF'
import requests, json
r = requests.post("http://localhost:4010/mcp",
headers={"Authorization": "Bearer dev-token",
"Content-Type": "application/json",
"Accept": "application/json, text/event-stream"},
json={"jsonrpc":"2.0","id":1,"method":"initialize","params":{
"protocolVersion":"2024-11-05","capabilities":{},
"clientInfo":{"name":"test","version":"1"}}},
stream=True, timeout=10)
sid = r.headers.get("mcp-session-id")
for line in r.iter_lines():
line = line.decode() if isinstance(line, bytes) else line
if line.startswith("data:"):
d = json.loads(line[5:])
print("Server:", d["result"]["serverInfo"])
print("Session:", sid)
break
EOFPS brand design tokens (Explorer UI)
--ps-bg-primary: #0A0B0D
--ps-bg-surface: #141518
--ps-bg-elevated: #1E2025
--ps-text-primary: #FFFFFF
--ps-text-secondary: #9CA3AF
--ps-accent: #E63312
--ps-border: rgba(255,255,255,0.10)This server cannot be installed
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