orionbelt-analytics

Name: orionbelt-analytics Review
Item: orionbelt-analytics
Rating: 2.0
Author: Aaron Matthews

Skill Data & Analytics Poor

Works inClaude Code

Poor Scanned — metadata only

Eliminates ambiguous SQL generation by mapping database schemas to formal ontologies, reducing fan-trap errors and hallucinated joins that break analytics qu…

Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHouse, Dremio) and generates RDF/OWL ontologies with SQL mappings for fan-trap-free Text-to-SQL.

Auto-generate accurate SQL from natural language questions on star schemas
Map legacy database schemas to semantic ontologies for governance
Build chatbots that query data warehouses without JOIN errors

45 starsFreeQuick setup

Below standard — Significant caveats apply. Not recommended without careful review of the security and evaluation sections.

Why it matters

Eliminates ambiguous SQL generation by mapping database schemas to formal ontologies, reducing fan-trap errors and hallucinated joins that break analytics queries. Enables reliable Text-to-SQL on complex multi-table databases.

Best for

Data teams and analytics engineers building LLM-powered query interfaces over PostgreSQL, Snowflake, ClickHouse, or Dremio who need guaranteed semantic correctness.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/ralfbecher/orionbelt-analytics

By ralfbecher

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → Plugins → Add plugin. Search and click Install. Skills work in Claude Code only.

Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.

Command

claude plugins install ralfbecher/orionbelt-analytics

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

Auto-generated from the tool's public listing — not hands-on verified. Cross-check against the source repo's README before running.

First thing to try

After installing, paste this into Claude:

Help me auto-generate accurate SQL from natural language questions on star schemas

CostFree

Trust Signals Auto-scanned

Stars45Contributors2Last updated2026-07-21Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-07-25 · scanner v1

Community Pulse New

No community discussions found yet. This doesn't mean the tool isn't good — it may be new or serve a niche use case.

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

Scored from trust signals (evidence-eval-v1): 45 GitHub stars; 2 contributors; last commit 4d ago; license no license.

Things to check

Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

1/5

Versatility

2/5

Reliability

3/5

Security

3/5

Overall score2.05 / 5.00 PoorEvaluatedJul 2026

Scored from trust signals (evidence-eval-v1): 45 GitHub stars; 2 contributors; last commit 4d ago; license no license.

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