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benmaster82/Kwipu

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.

#RAG
Visit GitHub
Python
610
68
2 contributors
MIT License
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How fast benmaster82/Kwipu is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 20 – Oct 19, 2026

Stars +350 in 61 days

0100200
176

Forks +28 in 61 days

0510
7

Merged PRs 0 in 61 days

01

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Aug 20Aug 28Sep 5Sep 13Sep 21Sep 29Oct 7Oct 15
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Thu, Aug 20, 2026+1+00
Fri, Aug 21, 2026+0+00
Sat, Aug 22, 2026+0+00
Sun, Aug 23, 2026+0+00
Mon, Aug 24, 2026+0+00
Tue, Aug 25, 2026+0+00
Wed, Aug 26, 2026+0+00
Thu, Aug 27, 2026+0+00
Fri, Aug 28, 2026+0+00
Sat, Aug 29, 2026+0+00
Sun, Aug 30, 2026+0+00
Mon, Aug 31, 2026+0+00
Tue, Sep 1, 2026+0+00
Wed, Sep 2, 2026+0+00
Thu, Sep 3, 2026+0+00
Fri, Sep 4, 2026+0+00
Sat, Sep 5, 2026+0+00
Sun, Sep 6, 2026+1+00
Mon, Sep 7, 2026+76+40
Tue, Sep 8, 2026+176+60
Wed, Sep 9, 2026+56+70
Thu, Sep 10, 2026+18+40
Fri, Sep 11, 2026+6+20
Sat, Sep 12, 2026+4+00
Sun, Sep 13, 2026+2+00
Mon, Sep 14, 2026+0+00
Tue, Sep 15, 2026+2+00
Wed, Sep 16, 2026+0+00
Thu, Sep 17, 2026+2+00
Fri, Sep 18, 2026+0+00
Sat, Sep 19, 2026+0+00
Sun, Sep 20, 2026+0+00
Mon, Sep 21, 2026+0+00
Tue, Sep 22, 2026+0+10
Wed, Sep 23, 2026+0+00
Thu, Sep 24, 2026+0+00
Fri, Sep 25, 2026+0+00
Sat, Sep 26, 2026+0+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+0+00
Tue, Sep 29, 2026+0+00
Wed, Sep 30, 2026+1+00
Thu, Oct 1, 2026+0+00
Fri, Oct 2, 2026+0+00
Sat, Oct 3, 2026+1+00
Sun, Oct 4, 2026+0+00
Mon, Oct 5, 2026+0+00
Tue, Oct 6, 2026+0+00
Wed, Oct 7, 2026+0+00
Thu, Oct 8, 2026+0+00
Fri, Oct 9, 2026+0+00
Sat, Oct 10, 2026+0+00
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+1+00
Tue, Oct 13, 2026+1+00
Wed, Oct 14, 2026+1+00
Thu, Oct 15, 2026+0+00
Fri, Oct 16, 2026+1+00
Sat, Oct 17, 2026+0+40
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+0+00
Total+350+280
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Jul 41 post

    • Kwipu, a fully local MCP server that transforms your Obsidian/Markdown notes into a searchable knowledge graph (works on Ollama)

      Read full on Reddit

      r/neuralnetworks

  2. Jul 21 post

    • Kwipu, un servidor MCP completamente local que transforma tus notas de Obsidian/Markdown en un gráfico de conocimiento consultable (funciona con Ollama)

      Read full on Reddit

      r/programacion

  3. 12 days earlier
  4. Jun 201 post

    • Kwipu, un server MCP completamente locale che trasforma le tue note Obsidian/ Markdown in un grafo di conoscenza interrogabile (funziona su Ollama)

      Read full on Reddit

      r/Qwen_AI

  5. Jun 161 post

    • Your Markdown notes are useful until the answer spans five files. Kwipu is a local Graph RAG system for people who keep project knowledge in Markdown or Obsidian vaults. It helps you ask…

      Read full on X, posted by @DanKornas

      @DanKornas · x.com

  6. Jun 151 post

    • I gave Claude read access to my entire Obsidian vault with a local MCP server (no cloud, runs on Ollama)

      Read full on Reddit

      r/claude

  7. 10 days earlier
  8. Jun 52 posts

    • Most AI assistants have a memory problem. Most note-taking apps have an execution problem. Kwipu tries to solve both. Instead of treating notes and AI as separate tools, it combines them into one…

      Read full on X, posted by @RoyAmal

      @RoyAmal · x.com

    • Obsidian vault as Claude Code knowledge graph via MCP #CyberSecurity #InfoSec #e0xsecops #TechLeadershi

      Read full on X, posted by @hemran_7282

      @hemran_7282 · x.com

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