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beenuar/AiSOC

Establishedrank #150

Open-source AI Security Operations Center: alert fusion, LLM-agent triage, MITRE ATT&CK investigation, and a replayable decision ledger for every agent step. Self-hostable, runs with no API keys, MIT licensed. Ships an MCP server for Claude, Cursor and Continue.

5.9k+2.5k · 7d 619 65est. MITPythonpushed 26m ago
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Composite

70

conf 65%

Momentum

61

conf 60%

Vitality (PVI)

82

conf 67%

Community

57

conf 60%

Security & maint.

90

conf 85%

Ecosystem influence

60

conf 60%

Opportunity

50

conf 60%

Breakout · 7d

46%

conf 71%

Executive summary

AiSOC is currently classified as established with a composite score of 70/100. Momentum (61) and vitality (82) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 2,529 stars against a 5.9k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 46%.

90-day trajectory

+8.3k · 30d
2026-08-042026-11-01

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%71
Star accelerationest.15%49
Fork velocityest.10%65
Contributor growthest.10%72
Issue activity growthest.10%45
PR activity growthest.10%57
External mention velocityest.10%57
Release event impactest.5%65
Trending-rank persistenceest.5%66

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%89
PR responsivenessest.15%83
Issue responsivenessest.15%77
Contributor diversityest.10%67
Maintainer continuityest.10%62
Documentation qualityest.5%75
Dependency freshnessest.5%85
Security hygieneest.5%84

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%57
Bus factorest.15%84

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

Ecosystem influence

Dependent repositoriesest.30%71
Quality-weighted dependentsest.20%64
Documentation citationsest.15%53
Contributor overlapest.15%38
Registry adoptionest.10%24
Topic centralityest.10%100

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