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UltraRAG

#1728 · by OpenBMB
2.99/ 5.00
cautionBeta
Mar 3, 2026 at 7:21 AM6 signals analysedNo manual reviews · fully automated
Trust Signal Breakdown
medium23 sub-signals across 6 dimensions

CVEs, dependency health, and supply chain integrity

0 of 3 sub-signals with data

Known CVEsno data

Weight redistributed to sub-signals with data

Dependency Healthno data

Weight redistributed to sub-signals with data

Supply Chainno data

Weight redistributed to sub-signals with data

Uptime, latency, error rates, and incident history

4 of 4 sub-signals with data

Uptime35%5.0

100.00% over 4 checks

via Health checks

Response Latency25%4.0

p99: 206ms, p50: 183ms

via Health checks

Error Rate20%5.0

0.00% error rate (0/4)

via Health checks

Incident History20%3.0

2 incidents in last 90 days

via Incidents table

Commit recency, release cadence, issue response, CI/CD

3 of 4 sub-signals with data

Commit Recency37%5.0

via GitHub

Release Cadence31%3.0

via GitHub

Issue Responseno data

Weight redistributed to sub-signals with data

CI/CD Presence31%5.0

via GitHub Actions

Downloads, stars, dependents, and growth trajectory

1 of 4 sub-signals with data

Download Volumeno data

Weight redistributed to sub-signals with data

GitHub Stars100%4.0

5,342 stars

via GitHub

Dependent Packagesno data

Weight redistributed to sub-signals with data

Growth Trendno data

Weight redistributed to sub-signals with data

License, documentation, security policy, changelog

4 of 4 sub-signals with data

Open Source30%5.0

Public repo with OSI-approved license (apache-2.0)

via GitHub

Documentation25%5.0

Docs site present with comprehensive README (>2000 bytes + examples)

via GitHub

Security Policy20%2.0

No SECURITY.md found

via GitHub

Changelog25%4.0

Releases exist but no CHANGELOG.md

via GitHub

Track record, org maturity, community standing

0 of 4 sub-signals with data

Track Recordno data

Weight redistributed to sub-signals with data

Org Maturityno data

Weight redistributed to sub-signals with data

Community Standingno data

Weight redistributed to sub-signals with data

Cross-Platformno data

Weight redistributed to sub-signals with data

About this score
Scored across 23 sub-signals in 6 dimensionsScoring engine v1 (beta) — actively being expandedPhase 1: Core sub-signal architecture (live)Phase 2: Permission scope & expanded collection (in progress)
Trust AssessmentAI Assessment

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

Package Availability (30d)
100.00%
p50: 183ms · p99: 206ms
Avg Latency
176ms
averaged across 30d health checks
Weekly Downloads
no package registry data
Transparency & Compliance4/5 passed
Incidents & Alertslast 90 days
Mar 1Trust score decreased by 3.730.00
Feb 23UltraRAG added to Trust Index3.73
Showing 2 of 2 events
Score History55 snapshots
5.003.752.501.250.00
Feb 23Mar 1
Data Sources6 indexed
Version History
VERSIONRELEASED
v0.3.0Jan 26, 2026
v0.2.1.3Jan 12, 2026
v0.2.1.2Nov 25, 2025
v0.2.1.1Nov 13, 2025
v0.2.1Oct 22, 2025
v0.2.0Oct 21, 2025
Showing 6 of 6 releases

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