neurostack

About neurostack

Not a note-taking app. A memory layer for the notes you already have. Your AI assistant forgets everything when the conversation ends. You ask it about the paper you summarised last week — it has no idea. You ask it to continue the chapter outline you built together — it starts from scratch. And even when it does find your notes, it might find the wrong version. The thesis argument you reversed, the runbook endpoint you deprecated, the decision you made in April that you overturned in June. It cites these confidently. It has no idea they're wrong.

ai-memory knowledge-base knowledge-graph local-ai local-first markdown mcp mcp-server obsidian open-source

Quick Facts

Stars	47
Forks	5
Language	Python
Category	MCP Server
License	Apache-2.0
Quality Score	64.1101655742315/100
Open Issues	30
Last Updated	2026-10-10
Created	2026-03-13
Platforms	cli, mcp, python
Est. Tokens	~19k

Compatible Skills

These tools work well together with neurostack for enhanced workflows:

skill-conductor — semantic(0.18)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)
agent-second-brain — semantic(0.33)+complementary+rare_topics+same_lang+shared_platform (55%)
para-workspace — semantic(0.22)+complementary+rare_topics+similar_pop+shared_platform (52%)
obsidian-claude-pkm — semantic(0.32)+complementary+rare_topics+shared_platform (50%)

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Frequently Asked Questions

What is neurostack?

neurostack is 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 is categorized as a MCP Server with 47 GitHub stars.

What programming language is neurostack written in?

neurostack is primarily written in Python. It covers topics such as ai-memory, knowledge-base, knowledge-graph.

How do I install or use neurostack?

You can find installation instructions and usage details in the neurostack GitHub repository at github.com/raphasouthall/neurostack. The project has 47 stars and 5 forks, indicating an active community.

What license does neurostack use?

neurostack is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

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