Kwipu

About Kwipu

Kwipu 中文文档 A local Graph RAG system that turns your markdown notes into a queryable knowledge graph. Ask questions in natural language and get answers that connect information across multiple files. Built for Obsidian vaults but works with any folder of markdown files. What's New MCP Server - use Kwipu as a tool inside Claude Desktop, Cursor, Windsurf, or any MCP-compatible agent. All processing runs locally via Ollama. Incremental updates - editing a note no longer rebuilds the entire graph. Modified files are updated in-place in seconds.

claude-code embeddings graph-rag help-wanted knowledge-graph llama-index llm markdown mcp md

Quick Facts

Stars	75
Forks	12
Language	Python
Category	MCP Server
License	MIT
Quality Score	69.0321251122647/100
Open Issues	1
Last Updated	2026-05-18
Created	2026-04-21
Platforms	claude-code, mcp, python
Est. Tokens	~28k

Compatible Skills

These tools work well together with Kwipu for enhanced workflows:

llm-wiki-template — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (57%)
claude-code-memory-setup — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (56%)
graph-memory — semantic(0.17)+complementary+shared_fw(ollama)+similar_pop+shared_platform (54%)
claude-vault — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (53%)
claude-defuddle — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (53%)

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Frequently Asked Questions

What is Kwipu?

Kwipu is 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 & YAM. It is categorized as a MCP Server with 75 GitHub stars.

What programming language is Kwipu written in?

Kwipu is primarily written in Python. It covers topics such as claude-code, embeddings, graph-rag.

How do I install or use Kwipu?

You can find installation instructions and usage details in the Kwipu GitHub repository at github.com/benmaster82/Kwipu. The project has 75 stars and 12 forks, indicating an active community.

What license does Kwipu use?

Kwipu is released under the MIT license, making it free to use and modify according to the license terms.

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