Mar 3, 2026 at 7:21 AM6 signals analysedNo manual reviews ยท 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 dataโ
Weight redistributed to sub-signals with data
Dependency Healthno dataโ
Weight redistributed to sub-signals with data
Supply Chainno dataโ
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%5.0
p99: 137ms, p50: 135ms
via Health checks
Error Rate20%1.0
25.00% error rate (1/4)
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%2.0
via GitHub
Issue Responseno dataโ
Weight redistributed to sub-signals with data
CI/CD Presence31%2.0
via GitHub Actions
Downloads, stars, dependents, and growth trajectory
1 of 4 sub-signals with data
Download Volumeno dataโ
Weight redistributed to sub-signals with data
GitHub Stars100%0.0
0 stars
via GitHub
Dependent Packagesno dataโ
Weight redistributed to sub-signals with data
Growth Trendno dataโ
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 (mit)
via GitHub
Documentation25%4.0
Good README (>2000 bytes with examples)
via GitHub
Security Policy20%2.0
No SECURITY.md found
via GitHub
Changelog25%3.0
CHANGELOG.md present but no releases found
via GitHub
Track record, org maturity, community standing
4 of 4 sub-signals with data
Track Record30%1.0
Internal: 1.0 (0 services), External: 1.0 (0 followers, 1 stars)
via Fabric index
Org Maturity30%4.0
User account, 3.5 years old
via GitHub
Community Standing20%2.0
6 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) โ actively being expandedPhase 1: Core sub-signal architecture (live)Phase 2: Permission scope & expanded collection (in progress)
Trust AssessmentAI Assessment
<p align="center">
<img src="https://img.shields.io/badge/MCP-Server-blueviolet?style=for-the-badge&logo=anthropic" alt="MCP Server" />
<img src="https://img.shields.io/badge/Python-3.10+-3776AB?style=for-the-badge&logo=python&logoColor=white" alt="Python" />
<img src="https://img.shields.io/badge/APA_7-Compliant-success?style=for-the-badge" alt="APA 7" />
<img src="https://img.shields.io/badge/License-MIT-yellow?style=for-the-badge" alt="License" />
</p>
<h1 align="center">๐ Q1 Crafter MCP</h1>
<p align="center">
<strong>Academic Research MCP Server for Claude Desktop</strong><br/>
Automates the full research cycle โ from source discovery across 18 databases<br/>
to Q1-quality, APA 7-formatted <code>.docx</code> output.
</p>
<p align="center">
<a href="#-features">Features</a> โข
<a href="#-quick-start">Quick Start</a> โข
<a href="#%EF%B8%8F-claude-desktop-setup">Claude Desktop</a> โข
<a href="#-available-tools">Tools</a> โข
<a href="#-supported-sources">Source
Package Availability (30d)
100.00%
p50: 135ms ยท p99: 137ms
Avg Latency
103ms
averaged across 30d health checks
Weekly Downloads
โ
no package registry data
Transparency & Compliance3/5 passed
Incidents & Alertslast 90 days
Score History4 snapshots
Feb 24Mar 2
Data Sources6 indexed
โ
OSV.devCVE database ยท vulnerability scanning for npm & PyPI packages
โ
GitHub APICommits, issues, releases, repo metadata, transparency checks
โฌก
npm RegistryPackage metadata, weekly downloads, maintainers, dependencies
โฌก
PyPIPackage metadata, weekly downloads, dependency tree
โณ
HTTP Health Checks15-min pings ยท uptime, latency, status monitoring
โ
PyPI StatsDownload statistics and trends
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