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punkpeye/awesome-mcp-servers

Saturatedrank #14

A collection of MCP servers.

96.4k+2.4k · 7d 17.7k 525est. MITUnknownpushed 5h ago
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Composite

77

conf 65%

Momentum

74

conf 60%

Vitality (PVI)

72

conf 67%

Community

72

conf 60%

Security & maint.

91

conf 85%

Ecosystem influence

84

conf 60%

Opportunity

64

conf 60%

Breakout · 7d

51%

conf 71%

Executive summary

awesome-mcp-servers is currently classified as saturated with a composite score of 77/100. Momentum (74) and vitality (72) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 2,355 stars against a 96.4k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 51%.

Analyst note

AI-drafted · numbers from tracked data

The momentum-vs-vitality relationship suggests that a project with high vitality (72/100) and moderate momentum (74/100) is likely to experience significant growth. This indicates that the current momentum is sufficient to justify adopting or building on the project, as it has shown sustained interest from users and developers alike.

90-day trajectory

+10.4k · 30d
2026-07-182026-10-15

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%94
Star accelerationest.15%49
Fork velocityest.10%87
Contributor growthest.10%100
Issue activity growthest.10%74
PR activity growthest.10%74
External mention velocityest.10%23
Release event impactest.5%81
Trending-rank persistenceest.5%68

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

Project Vitality Index

Commit consistency20%99
Release cadenceest.15%94
PR responsivenessest.15%41
Issue responsivenessest.15%39
Contributor diversityest.10%100
Maintainer continuityest.10%67
Documentation qualityest.5%61
Dependency freshnessest.5%70
Security hygieneest.5%58

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

Security & maintenance

Release recency25%99
License clarity20%92
Maintenance status25%99
Dependency stalenessest.15%55
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%100
Quality-weighted dependentsest.20%93
Documentation citationsest.15%83
Contributor overlapest.15%53
Registry adoptionest.10%68
Topic centralityest.10%76

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