beam
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & Serving
Personal
WatchlistCompare
?
Sign in
magic link · no password
LIVE──────── · ──:──:── UTCabout
beam
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & Serving
Personal
WatchlistCompare
?
Sign in
magic link · no password
Back to Pulse
Tool profile

lyonzin/knowledge-rag

stable

Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + reranking. Zero servers, zero API keys, 100% local.

bm25chromadbclaudeclaude-codedocument-searchembeddingsfastembedhybrid-search
Velocity score
0.41/ 10
[STARS]
79
[FORKS]
14
[CONTRIBUTORS]
4
[LAST_COMMIT]
8d ago
OPEN_ON_GITHUB
Velocity class: stable
Is lyonzin/knowledge-rag still actively maintained?
[VR]

This tool is in the Velocity Report when it moves. Get the weekly numbers.

Score breakdown
564/ 1000
mcp · lyonzin/knowledge-rag
Velocity50%
Adoption30%
Maintenance15%
Community5%
[CODE_GROWTH]
591
[INSTALL_VEL]
500
[ACTIVITY]
651
[COMMUNITY_SIGNAL]
409

Terminal score: 0–1000 raw, weighted across 4 dimensions. Public score: 0–10 normalized (shown in the 30-day stars chart above).

LIVE──────── · ──:──:── UTCabout