← Back to leaderboard
51
/100
D ◉ Complete 66

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: 9 months, 2 weeks 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 1 month 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 1 month ago

Protocol Compliance

Schema Valid
Probed 1 month ago
Embed Badge

Add this to your README to display your MCP Scoreboard grade:

MCP Score Badge
[![MCP Score](https://mcpscoreboard.com/badge/3151f835-c086-4f29-b47f-329ce4d3d74c.svg)](https://mcpscoreboard.com/server/3151f835-c086-4f29-b47f-329ce4d3d74c/)