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51
/100
D ◉ Complete 6⁄6

PyAirbyte MCP Server

Generates complete PyAirbyte data pipeline code and setup instructions for moving data between 600+ Airbyte source and destination connectors or to Pandas DataFrames, using AI-powered context-aware guidance based on connector documentation.

Data & Analytics by quintonwall ★ 4 Last commit: 1 year, 3 months ago
pandas
◉
Complete visibility — 6/6 applicable dimensions scored
✓ Schema Quality ✓ Protocol ✓ Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
78
25% weight
Protocol Compliance
38
20% weight
Reliability
—
20% weight
Docs & Maintenance
21
15% weight
Security Hygiene
81
20% weight
Schema Interpretability
83
15% weight
30-Day Trend

Score History

Category Trends

30-Day Uptime

30 days ago Today

Latest Health Check

Down
Status
2ms
Connect
0.0%
7-day Uptime
Checked 7 months ago

Static Analysis

Metric Score Rating
Schema Completeness 90 Good
Description Quality 60 Fair
Documentation Coverage 32 Poor
Maintenance Pulse 26 Poor
Dependency Health 30 Poor
License Clarity — Poor
Version Hygiene — Poor
Analyzed 7 months ago

Protocol Compliance

—
Schema Valid
Probed 7 months ago
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