neurostack

by raphasouthall · Memory & Knowledge · ★ 47

neurostack is an MCP server by raphasouthall. Local RAG layer and optimizer for your Markdown knowledge base. CLI + MCP server: grounded answers for any AI client, stale-note detection, session harvesting into memories. Local-first. It has 47 GitHub stars and ranks #563 of 1287 in Memory & Knowledge by stars.

Category: Memory & Knowledge
Author: raphasouthall
GitHub stars: 47
This week: Tracking since 18 Oct 2026
Language: Python
License: Apache-2.0 (open source)
Last update: 2026-10-22 (2 days ago)
Links: Source Website

ai-memory
knowledge-base
knowledge-graph
local-ai
local-first
markdown
mcp
mcp-server
obsidian
open-source
pkm
python
+4 more

How to install neurostack

Install steps differ per project, so follow the README in the neurostack repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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Frequently asked questions

What is neurostack?

neurostack is an MCP server by raphasouthall in the Memory & Knowledge category. Local RAG layer and optimizer for your Markdown knowledge base. CLI + MCP server: grounded answers for any AI client, stale-note detection, session harvesting into memories. Local-first. It has 47 GitHub stars and ranks #563 of 1287 in Memory & Knowledge by stars.

Is neurostack free and open source?

Yes. neurostack is published under the Apache-2.0 license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

What are the alternatives to neurostack?

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