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beam
beam
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Tool profile

benmaster82/Kwipu

stable

Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown files. Extracts entity-relation triples from wikilinks & YAML frontmatter, retrieves answers via hybrid search (vector + BM25 + temporal). Multilingual. No cloud. Runs on Ollama.

claude-codeembeddingsgraph-raghelp-wantedknowledge-graphllama-indexllmmarkdown
Velocity score
0.05/ 10
[STARS]
265
[FORKS]
40
[CONTRIBUTORS]
2
[LAST_COMMIT]
2mo ago
OPEN_ON_GITHUB
Velocity class: stable
Is benmaster82/Kwipu still actively maintained?
[VR]

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

Score breakdown
360/ 1000
mcp · benmaster82/Kwipu
Velocity50%
Adoption30%
Maintenance15%
Community5%
[CODE_GROWTH]
295
[INSTALL_VEL]
500
[ACTIVITY]
323
[COMMUNITY_SIGNAL]
279

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

LIVE──────── · ──:──:── UTCabout