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Kwipu

Unclaimed

by benmaster82

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.

Install

$C:/path/to/Kwipu/.venv/Scripts/python.exe C:/path/to/Kwipu/kwipu_mcp_server.py

Set up this server

This server needs project-specific setup. Follow the project instructions; no reusable public launch command is available yet.

Project instructions
claude-codeembeddingsgraph-ragknowledge-graphllama-indexllmmarkdownmcpmcp-toolsmdnatural-languageobsidianobsidian-notesobsidian-vaultofflineoffline-firstollamaragrag-chatbotterminal-ui

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Unclaimed listing

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Security profile

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Tool change history

Compared across complete checks of the same configuration. Tools were listed, not invoked. Input-schema changes are not measured here.

No complete tool checks yet.

FAQ

Questions about Kwipu MCP Server

How do I connect Kwipu MCP Server to Claude?
The listing records `C:/path/to/Kwipu/.venv/Scripts/python.exe C:/path/to/Kwipu/kwipu_mcp_server.py` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Code, Cursor and Claude Desktop as compatible clients.
Is Kwipu MCP Server free?
The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
What can Kwipu MCP Server do?
MCPVault has not yet recorded the tool list for Kwipu MCP Server; it is captured when the server passes a live MCP handshake. The description above is what the project publishes.