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Neural Memory MCP server

by nhadaututtheky·io.github.nhadaututtheky/neural-memory·v4.27.2·240 stars
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Persistent memory for AI agents — 55 MCP tools, spreading activation recall.

A88/100grade A
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Safety scan
A88/100

full report

Adoption
Growing

240 stars

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Nobody has reviewed Neural Memory yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

Neural Memory tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • Code scan2 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 42 days ago12/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 88/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Neural Memory compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
88/100
higher than 75% of 48,255 servers
GitHub stars
240
more than 95% of 28,688 servers

Install Neural Memory in Claude Code, Cursor or VS Code

Runs npx -y neural-memory-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add neural-memory -- npx -y neural-memory-mcp
Add to Cursor

What the publisher says

From the Neural Memory repository's README, as published. We do not edit it. Read it on GitHub

NeuralMemory

Your AI agent forgets everything between sessions. Neural Memory gives it a brain.

Website · Quickstart · MCP Tools · Pro · Changelog

Memories are stored as interconnected neurons and recalled through spreading activation — the same way the human brain works. No vector database. No API calls. No monthly embedding bill.

pip install neural-memory

Restart your AI tool. Your agent now remembers — no init needed, the MCP server auto-initializes on first use.

Already installed? nmem update upgrades in place and detects whether you installed via pip or from source. nmem update --check only reports what is available.

The CLI is nmem (or the longer neural-memory). There is no nm binary.

3 Tools. That's It.

63 MCP tools are available, but you only need three:

Everything else — sessions, context loading, habit tracking, maintenance — works transparently in the background.

All 63 MCP tools →

What Makes This Different

Most memory tools are search engines. Neural Memory is a graph that thinks.

When you ask "Why did Tuesday's outage happen?", a vector database returns the most similar sentence. Neural Memory traces the chain:

outage ← CAUSED_BY ← JWT expiry ← SUGGESTED_BY ← Alice's review

Relationships are explicit — CAUSEDBY, LEADSTO, RESOLVEDBY, CONTRADICTS — so your agent doesn't just find memories, it reasons* through them.

Cloud Sync — Your Data, Your Infrastructure

Sync your brain across every machine. Unlike other memory tools, we never store your data.

Laptop ←→ Your Cloudflare Worker ←→ Desktop
                  ↕
              Your Phone

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Neural Memory: common questions

Is Neural Memory MCP server safe?
Yes, by our scan: it is graded A (88/100). Read the Neural Memory safety report
How do I install Neural Memory?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Neural Memory need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Neural Memory maintained?
The last commit was 80 days ago (2026-08-16). The latest release is v4.27.2.
What can I use instead of Neural Memory?
Servers from other publishers that do the same job: State Memory MCP server and Knowl MCP server.
How does Neural Memory compare with other MCP servers?
safety score 88/100 (higher than 75% of 48,255 servers); github stars 240 (more than 95% of 28,688 servers). Full comparison.

Alternatives to Neural Memory

Same job from other publishers: the closest match first, then the best rated.

  • State Memory MCP
    Persistent workflow graph server tracking tasks, decisions, spatial entities, and blockers.
    A
  • Knowl
    Persistent memory for AI agents, for code, research and everyday life. Stale facts retire.
    A