Mar 3, 2026 at 7:21 AM6 signals analysedNo manual reviews · fully automated Trust Signal Breakdownhigh23 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: 271ms, p50: 269ms
via Health checks
Error Rate20%1.0
25.00% error rate (1/4)
via Health checks
Incident History20%1.0
6 incidents in last 90 days
via Incidents table
Commit recency, release cadence, issue response, CI/CD
4 of 4 sub-signals with data
Commit Recency30%5.0
via GitHub
Release Cadence25%4.0
via GitHub
Issue Response20%4.0
via GitHub
CI/CD Presence25%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%5.0
23,265 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%5.0
SECURITY.md present
via GitHub
Changelog25%4.0
Releases exist but no CHANGELOG.md
via GitHub
Track record, org maturity, community standing
4 of 4 sub-signals with data
Track Record30%3.0
Internal: 1.0 (0 services), External: 3.0 (2192 followers, 440 stars)
via Fabric index
Org Maturity30%5.0
User account, 16.3 years old
via GitHub
Community Standing20%3.0
45 public repositories
via GitHub
Cross-Platform20%1.0
Present on 1 platform(s): github
via Registry scan
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 high-level framework for building MCP servers in Python
Package Availability (30d)
100.00%
p50: 269ms · p99: 271ms
Avg Latency
186ms
averaged across 30d health checks
Weekly Downloads
—
no package registry data
Transparency & Compliance5/5 passed
Incidents & Alertslast 90 days
Score History5 snapshots
Feb 24Mar 1
Data Sources6 indexed
◎
OSV.devCVE database · vulnerability scanning for npm & PyPI packages
◈
GitHub APICommits, issues, releases, repo metadata, transparency checks
⬡
npm RegistryPackage metadata, weekly downloads, maintainers, dependencies
⬡
PyPIPackage metadata, weekly downloads, dependency tree
△
HTTP Health Checks15-min pings · uptime, latency, status monitoring
◎
PyPI StatsDownload statistics and trends
Version History
VERSIONRELEASED
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