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spectrayan

spectrayan/spector

JavaApache-2.0active
69Health

Cognitive memory engine for AI agents. Biologically-inspired 4-tier cortex, Panama SIMD, MCP native. Java 25.

Stars16
Forks6
Open Issues198
Contributors6
Last Push0d ago

Health Breakdown

Activity
25
Community
25
Maintenance
5
Popularity
14
#ai-agents#ai-memory#cognitive-memory#congnitive-memory#gpu-acceleration#hnsw-index#java-vector-api#mcp#panama-ffi#product-quantization#quantization#rag#semantic-search#semantic-search-ai#simd-parallelism#simd-programming#turbo-quant#vector-search#zero-gc
View on GitHub ↗Issues (198) ↗Pull Requests ↗Wiki ↗

Should you contribute to spectrayan/spector?

spectrayan/spector has a FoundDev health score of 69/100, which means activity is steady but not booming. Worth contributing to if the project is in your wheelhouse, but expect slower review cycles than a top-tier repo.

Last push was 0 days ago — that signals an actively maintained project. New issues are likely to get a maintainer response within days. The project is written primarily in Java, so prior Java experience will shorten ramp-up.

Licensed under Apache-2.0, a standard OSI-approved license — safe to contribute to under normal employer IP policies.

Community

spectrayan
spectrayan/spector
JavaApache 2.0
69

Cognitive memory engine for AI agents. Biologically-inspired 4-tier cortex, Panama SIMD, MCP native. Java 25.

active
166 contributors198 issues
0d ago

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