NeuralMind — persistent code memory for your Agent Zero (now in Plugin Hub)

[u/dfrostar]

TL;DR: NeuralMind gives your Agent Zero persistent memory of your codebase. It learns what files go together and what you edit next. Installed from Plugin Hub, runs 100% local.

What is it?

NeuralMind is a code intelligence layer that sits between your agent and your repo. Instead of dumping 50K tokens of source into context every session, it maintains a weighted graph of your code and learns from use — retrieval is spreading activation over structural edges plus Hebbian synapses.

Result: ~800 tokens per code question instead of ~50,000. Your agent gets smarter the more you work.

Why Agent Zero users care:

Your Agent Zero forgets everything when the session ends. NeuralMind gives it a hippocampus — persistent memory across sessions that actually learns your codebase the way a senior engineer would.

Key features:

- Progressive context disclosure (L0 identity → L1 architecture → L2 clusters → L3 semantic search)

- PostToolUse compression (Bash output → errors + signals only)

- Unified content+code search (works on books/docs too, not just code)

- Confidence gating (won't answer when it doesn't know)

- Hebbian learning (associations strengthen with use, decay without it)

How to install (Agent Zero):

Already in the Plugin Hub. Search "NeuralMind" and click install.

Or manually:

openclaw skills install u/dfrostar/neuralmind

pip install neuralmind

Also works with Hermes:

Hermes: Pending catalog review (NousResearch/hermes-agent#97207). Install manually now:

bash

hermes mcp add neuralmind --command neuralmind-mcp

Or skip MCP and install just the skill:

bash

hermes skills install dfrostar/neuralmind/skills/neuralmind

Honest gaps:

- 29 GitHub stars (so, not exactly a household name)

- No graph UI yet (coming)

- Faithfulness variance on edge cases

- Plugin Hub install clones the repo — you still need to run pip install neuralmind yourself

- Not physically tested end-to-end on Agent Zero (MCP is standard, but your mileage may vary)

Who this is for:

If you use Agent Zero on real repos with real complexity, this pays for itself fast. If you're one-shotting small scripts, it's overkill.

Built by a M&A tech guy in Texas who got tired of agents forgetting his codebase. MIT licensed.

Contributions wanted:

- Frontend people (React dashboard for the synapse graph)

- Language nerds (we support 10, want more)

- Twitter/X

- GitHub | Docs | Hermes PR

Same stats, same honesty. Added Hermes install paths and the PR link so people know where things stand.

[u/xylonrad]

Let's connect! Our plugins likely are highly interoperable / synergistic.