How do I install neural-memory?

Its own README gives this command: pip install neural-memory. Run it where your MCP client can launch the server, and check the README for any settings it asks for.

Is neural-memory official and is it maintained?

We found nothing naming it as a vendor’s official server. Its repository has 242 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-07.

What licence does neural-memory use?

The repository declares the MIT licence.

InfratoApp / Resources / MCP servers / neural-memory

neural-memory

neural-memory is an MCP server, listed under memory & vectors. Its repository has 242 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.

NeuralMemory stores experiences by connecting them as neurons and retrieves memories through associative recall, similar to human brain functions.

Install

Read from neural-memory’s own README, close to verbatim -- not written by us, and not guessed.

pip install neural-memory

View in neural-memory’s own README ↗

What it reaches, and what it needs

Reaches

○ not recognised

Credential

○ none found

Maintenance

Stars

242

State

listed

Licence

MIT

From the repository

NeuralMemory stores experiences as interconnected neurons and recalls them through spreading activation, mimicking how the human brain works. Instead of searching a database, memories are retrieved through associative recall - activating related concepts until the relevant memory emerges.

View on GitHub ↗2026-10-22

What neural-memory can do

3 tools documented in its README. An AI client calls these by name.

nmem_remember: Store a memory — auto-detects type, tags, and connections
nmem_recall: Recall through spreading activation — related memories surface naturally
nmem_health: Brain health score (A–F) with actionable fix suggestions

Read from the README; names are kept only if the README contains them.

neural-memory compared with similar servers

neural-memory compared with the closest alternatives, by services reached, credentials, stars, last update and licence
Server	Reaches	Needs	Stars	Last update	Licence
neural-memory (this page)	—	None listed	242	2026-10-07	MIT
mcp-server-qdrant	qdrant	QDRANT_API_KEY	1,553	2026-09-04	Apache-2.0
mcp-knowledge-graph	—	None listed	886	2026-05-29	MIT
chroma-mcp	chroma	CHROMA_API_KEY, CHROMA_CUSTOM_AUTH_CREDENTIALS	601	2025-09-17	Apache-2.0
caura	—	None listed	504	2026-10-25	Apache-2.0
MemoryMesh	—	None listed	354	2026-03-01	MIT

Ranked by services in common with neural-memory, then by stars. Figures are from each repository when we last read it.

Common questions about neural-memory

What does neural-memory do?: NeuralMemory stores experiences by connecting them as neurons and retrieves memories through associative recall, similar to human brain functions.
How do I install neural-memory?: Its own README gives this command: pip install neural-memory. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
Is neural-memory official and is it maintained?: We found nothing naming it as a vendor’s official server. Its repository has 242 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-07.
What licence does neural-memory use?: The repository declares the MIT licence.

More MCP servers for memory & vectors

mcp-server-qdrant1,553 stars
mcp-knowledge-graph886 stars
chroma-mcp601 stars
caura504 stars
MemoryMesh354 stars
autodev-codebase121 stars

All memory & vectors entries →