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74
/100
B ◉ Complete 55

MCP Recommender

Provides intelligent recommendations for MCP servers based on development needs using natural language queries. Searches through 874+ curated MCP servers across 36+ categories with advanced matching algorithms.

by bxzymy ★ 5 Last commit: 7 months, 2 weeks ago
MCP Surface Tools: 3
Complete visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
66
25% weight
Protocol Compliance
82
20% weight
Reliability
20% weight
Docs & Maintenance
36
15% weight
Security Hygiene
81
20% weight
Schema Interpretability
95
15% weight
30-Day Trend

Score History

Category Trends

30-Day Uptime

30 days ago Today

Static Analysis

Metric Score Rating
Schema Completeness 50 Fair
Description Quality 90 Good
Documentation Coverage 40 Fair
Maintenance Pulse 16 Poor
Dependency Health 30 Poor
License Clarity 100 Good
Version Hygiene Poor
Analyzed 1 month, 1 week ago

Protocol Compliance

3
Tools Found
4ms
Tools/List
Fail
Schema Valid
100/100
Error Handling
100/100
Fuzz Score
Schema Issues (4)
recommend_mcp.query: missing description
recommend_mcp.limit: missing description
recommend_mcp.category: missing description
recommend_mcp.language: missing description
Probed 1 month, 1 week ago
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