SemanticOps MCP, formerly MCP Engine - AI-native bridge between language models and Power BI semantic modelsSEMANTICOPS MCP
Rollback mistakes. Test before deploy.
Control what AI can change.
Formerly MCP Engine. AI-native Power BI semantic modeling with production guardrails.
WHY PRO?
Microsoft's MCP gets you started.
SemanticOps Pro gets you to production.
SemanticOps Pro includes the full MCP - with built-in test runner, governance, rollback, and masking - plus the Test Runner desktop app for a guided testing experience on Windows and macOS.
Rollback & Snapshots
Every change is recorded. Preview diffs before applying. Restore any previous state instantly. Git-like workflow for your semantic models.
Test Runner
Write and run unit tests against your semantic model through the MCP, or use the included desktop app for guided test creation. Catch regressions before changes ship.
Policy Engine & Preferences
Allow, deny, or require confirmation for any operation. Enforce naming conventions org-wide. Unlimited model-specific preferences. Your rules, always applied.
Impact Analysis
"What breaks if I rename this column?" Trace measure dependencies. Visualize cascading impacts before you commit. No more surprise failures.
RLS Testing & Impersonation
Impersonate users and roles. Validate that row-level security filters actually work. Test security logic without leaving your AI assistant.
Data Masking (PII + Numeric)
Session-randomized coefficients hide real values while preserving trends, ratios, and distributions. Optional PII redaction and numeric masking keep sensitive values out of your LLM context.
Model Documentation Export
Export full model documentation to PDF or Word. Covers every table, measure, relationship, and annotation. Works even for very large enterprise models.
OLS Testing
Test object-level security filters directly. Validate that columns and tables are visible - or hidden - for the right roles. Full OLS + RLS coverage from one interface.
Lockdown Modes
Administrators can enforce browse-only, read-only, or full-access modes across all users. Prevent AI from making writes or leaking sensitive data without changing individual preferences.
Pricing
Start free. Upgrade when governance matters.
Core semantic model operations stay free. Pro adds the controls teams need before AI-assisted changes reach production.
Free
For Explorers
- Core model operations
- DAX queries and validation
- 5 global preferences
- Power BI Desktop & Service
- Windows & Mac support
Pro
For production workflows
~$29/month, billed annually
- Everything in Free
- Rollback & Snapshots
- Test Runner (MCP tools + desktop app, Win & Mac)
- Policy engine
- Impact analysis
- PII & numeric masking
- Model documentation export (PDF/Word)
- RLS & OLS testing
- Unlimited memories
- Priority email support
Teams
For shared deployments
Custom pricing for teams
- Everything in Pro
- Tamper-evident audit logging
- Admin Policy Bundle
- Lockdown modes
CORE CAPABILITIES
Everything you need
to build models faster.
Included in Free tier. Pro unlocks full profiling.
Natural Language DAX
Create measures with plain English.
Bulk Operations
Rename or delete dozens of objects.
Auto Translation
Translate models to 40+ languages.
Query & Performance
Basic stats included. Pro unlocks full profiling.
MCP Apps UI
Native UI in Claude Desktop and VS Code.
Local-First Architecture
SemanticOps MCP runs locally with zero telemetry. Your model stays in your environment, but your AI assistant may send prompts/results to its provider (their privacy terms apply). Optional online DAX/M formatting (if enabled) can send code to an external formatter.
Ready to get started?
Install in seconds. Free to start, no credit card required.