← Back to leaderboard
62
/100
C ◉ Complete 54

VayuChat MCP

A FastMCP server for natural language data analysis that allows users to load CSV files, execute Python code with pandas and numpy, and generate matplotlib visualizations. It provides a suite of tools for data exploration, statistical summaries, and querying datasets through MCP-compatible clients.

Data & Analytics by nipunbatra Last commit: 2 months, 4 weeks ago
pandas
Complete visibility — 5/4 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
72
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
30
25% weight
Security Hygiene
82
33% weight
Schema Interpretability
90
15% weight
30-Day Trend

Score History

Category Trends

Static Analysis

Metric Score Rating
Schema Completeness 60 Fair
Description Quality 90 Good
Documentation Coverage 30 Poor
Maintenance Pulse 45 Fair
Dependency Health 55 Fair
License Clarity Poor
Version Hygiene Poor
Analyzed 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/91c06dce-aef0-4c57-b5cb-beb156a603e0.svg)](https://mcpscoreboard.com/server/91c06dce-aef0-4c57-b5cb-beb156a603e0/)