← Back to leaderboard
66
/100
C ◉ Complete 54

mcp-agent

A modular Python framework implementing the Model Context Protocol (MCP). It features a standardized client-server architecture over StdIO, integrating LLMs with external tools, real-time weather data fetching, and an advanced RAG (Retrieval-Augmented Generation) system.

python Browser & Web by Haohao-end ★ 88 Last commit: 1 month, 2 weeks ago
Web Fetch
Ambiguous Schemas
Complete visibility — 5/4 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
84
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
24
25% weight
Security Hygiene
88
33% weight
Schema Interpretability
64
15% weight
30-Day Trend

Score History

Category Trends

Static Analysis

Metric Score Rating
Schema Completeness 80 Good
Description Quality 90 Good
Documentation Coverage 25 Poor
Maintenance Pulse 58 Fair
Dependency Health Poor
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/095861d3-2ba8-487d-8ee6-e15341e2d3a8.svg)](https://mcpscoreboard.com/server/095861d3-2ba8-487d-8ee6-e15341e2d3a8/)