SemanticOps review
SemanticOps is a local MCP server and desktop Test Runner for testing and governing changes to Power BI semantic models. It ranks #2 of 7 in our power BI report testing tools list (9.4/10). Best for power BI developers who edit semantic models with AI assistants and want regression tests.
Also ranked in BI Report Testing Tools (#2, 8.9/10).
Price: Free plan · paid from $29.08/mo (annual).
What SemanticOps is
SemanticOps (formerly MCP Engine) gives AI assistants governed access to Power BI semantic models, with snapshots, rollback, policies and impact analysis. Its Test Runner desktop app, included in Pro, builds test suites with eight test types including measure and DAX assertions, regression snapshots, performance budgets and RLS/OLS checks.
Pros and cons
- Low published price: Pro is $39/month or $349/year, with a free tier
- Test Runner includes regression snapshots, query duration budgets and row-level and object-level security tests
- Exports JUnit XML, Markdown, HTML and JSON so CI pipelines can fail builds on regressions
- Runs locally with no telemetry, per the vendor
- Tests semantic models against expected values, not against the source database
- Does not run CI itself; execution must be wired into an existing pipeline
- Built by an independent developer; Teams pricing is quote-only
SemanticOps pricing
| Plan | Billed annually | Billed monthly | Annual saving | Notes |
|---|---|---|---|---|
| Free | Free | Free | — | Core model operations, DAX queries and validation; no Test Runner |
| Pro | $29.08/mo | $39/mo | 25% | $39/month, or $349/year billed annually; includes Test Runner, rollback, policy engine, RLS/OLS testing |
| Teams | Custom quote | Custom quote | — | Quote only; per seat per year |
USD, per user per month unless noted. "—" means the price is not published or we could not confirm it. Last checked Nov 15, 2026. Status: verified on SemanticOps's pricing page.
Key facts
| Free plan | Yes. Free tier: core model operations and DAX queries; Test Runner requires Pro |
|---|---|
| Free trial | Not advertised |
| Paid from | $29.08/mo billed annually · $39 monthly |
| Minimum seats | 1 |
| Platforms | Windows, macOS |
| Integrations | Power BI Desktop (External Tool), Power BI Service, Microsoft Fabric; Claude Code, Claude Desktop, VS Code and other MCP clients |
| Support | Priority email support (Pro, best effort), Docs/Wiki |
| Power BI | Yes |
| Report data validated against source | Not confirmed |
| Report regression testing | Yes |
| Report performance testing | Yes |
| CI/CD integration | Yes |
| Facts checked | Nov 15, 2026 · verified on the vendor's own site (source) |
Also ranked in
SemanticOps is ranked in 2 of our lists: #2 of 7 in Power BI Report Testing Tools, and:
SemanticOps alternatives
SemanticOps compared
- iceDQ vs SemanticOps
- SemanticOps vs Datagaps BI Validator
- SemanticOps vs QuerySurge
- SemanticOps vs Fab Inspector (formerly PBI Inspector)
- SemanticOps vs Tricentis Data Integrity
- SemanticOps vs Spectacles
Frequently asked questions
How much does SemanticOps cost?
SemanticOps has a free plan and paid plans start at $29.08 per month billed annually ($39 billed monthly). Prices last checked Nov 15, 2026.
Is SemanticOps free?
Yes. Free tier: core model operations and DAX queries; Test Runner requires Pro
What are the best SemanticOps alternatives?
Datagaps BI Validator (8.6/10), iceDQ (8.2/10), QuerySurge (8.1/10) are the highest-scoring alternatives in our power BI report testing tools ranking.