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modelcontextprotocol/servers

Establishedrank #137

Reference servers for the Model Context Protocol — connect AI assistants to systems and data.

38k+976 · 7d 4.4k 227est. MITTypeScriptpushed 7h ago
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Composite

70

conf 65%

Momentum

59

conf 60%

Vitality (PVI)

76

conf 67%

Community

61

conf 60%

Security & maint.

92

conf 85%

Ecosystem influence

67

conf 60%

Opportunity

55

conf 60%

Breakout · 7d

37%

conf 71%

Executive summary

servers is currently classified as established with a composite score of 70/100. Momentum (59) and vitality (76) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 976 stars against a 38k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 37%.

Video breakdown

@gptaiclips on YouTube
xAI Just Open-Sourced Its Claude Code CompetitorxAI Just Open-Sourced Its Claude Code Competitor2mo agoI Built My Own ChatGPT In 10 MinutesI Built My Own ChatGPT In 10 Minutes3mo agoI Replaced Fable-5 With Kimi K2.7 (Here's What Happened) #ShortsI Replaced Fable-5 With Kimi K2.7 (Here's What Happened) #Shorts3mo ago

90-day trajectory

+4.7k · 30d
2026-06-302026-09-27

Score breakdown

Every input, weight and normalized value — nothing hidden. Inputs marked est. are estimated until the full ingestion pipeline lands.

Momentum

Star velocityest.25%83
Star accelerationest.15%45
Fork velocityest.10%68
Contributor growthest.10%68
Issue activity growthest.10%57
PR activity growthest.10%44
External mention velocityest.10%24
Release event impactest.5%70
Trending-rank persistenceest.5%34

Model tn-interpretable-1.0.0 · confidence 60% · coverage 100%

Project Vitality Index

Commit consistency20%99
Release cadenceest.15%68
PR responsivenessest.15%72
Issue responsivenessest.15%59
Contributor diversityest.10%87
Maintainer continuityest.10%82
Documentation qualityest.5%73
Dependency freshnessest.5%48
Security hygieneest.5%74

Model tn-interpretable-1.0.0 · confidence 67% · coverage 100%

Security & maintenance

Release recency25%99
License clarity20%92
Maintenance status25%99
Dependency stalenessest.15%62
Bus factorest.15%100

Model tn-interpretable-1.0.0 · confidence 85% · coverage 100%

Ecosystem influence

Dependent repositoriesest.30%89
Quality-weighted dependentsest.20%72
Documentation citationsest.15%50
Contributor overlapest.15%35
Registry adoptionest.10%31
Topic centralityest.10%100

Model tn-interpretable-1.0.0 · confidence 60% · coverage 92% · missing: packageRegistryAdoption