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For-Sunny/hebbian-mind-enterprise

Enterprise Hebbian neural graph for AI memory - CIPS LLC

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Our verdict

Not reviewed yet

We have not reviewed For-Sunny/hebbian-mind-enterprise yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About For-Sunny/hebbian-mind-enterprise

A Python library implementing a Hebbian neural graph for AI memory, designed to simulate associative learning by strengthening connections between co-activated nodes. It provides a graph-based memory system that adapts based on usage patterns, suitable for building persistent, learning-aware applications.

Best for

Developers exploring Hebbian learning for simple adaptive memory projects

Use cases

  • Building adaptive memory systems that learn from user interactions
  • Implementing associative recall in recommendation or search engines
  • Creating persistent context for conversational agents

Notes

5 stars on GitHub. Last updated 2026-03-13. Licensed MIT.

Pros

  • Simple Hebbian learning rule makes memory updates straightforward
  • Graph structure allows flexible, relational memory representation
  • Lightweight Python implementation suitable for prototyping

Cons

  • No active maintenance or community support (single repo, 5 stars)
  • Limited documentation and examples for production use
  • Scalability and performance for large graphs not addressed

Key facts

What we have checked

Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.

How to use

How to set it up

As the listing publishes it. We have not run this install.

Install

pip install -e .

Tools exposed

  • HEBBIAN_MIND_BASE_DIR
  • HEBBIAN_MIND_RAM_DISK
  • HEBBIAN_MIND_RAM_DIR
  • HEBBIAN_MIND_THRESHOLD
  • HEBBIAN_MIND_MAX_WEIGHT
  • HEBBIAN_MIND_FAISS_ENABLED
  • HEBBIAN_MIND_FAISS_HOST
  • HEBBIAN_MIND_FAISS_PORT
  • HEBBIAN_MIND_PRECOG_ENABLED
  • HEBBIAN_MIND_DECAY_ENABLED
  • HEBBIAN_MIND_DECAY_BASE_RATE
  • HEBBIAN_MIND_DECAY_THRESHOLD
  • HEBBIAN_MIND_DECAY_IMMORTAL_THRESHOLD
  • HEBBIAN_MIND_DECAY_SWEEP_INTERVAL
  • HEBBIAN_MIND_EDGE_DECAY_ENABLED
  • HEBBIAN_MIND_EDGE_DECAY_RATE
  • HEBBIAN_MIND_EDGE_DECAY_MIN_WEIGHT

Clients the listing names (not checked here)

Claude Desktop, Claude Code

Install

Add For-Sunny/hebbian-mind-enterprise to your client

Not verified yet

Our lab has not run this server yet. "Config checked" on a client means the recipe matches that client's documented config format; it does not mean we ran it.

Claude Code

Config checked

Run in your terminal (runs on your computer)

claude mcp add --transport stdio hebbian-mind-enterprise -- uvx hebbian-mind-enterprise@2.3.2

Version 2.3.2 · From the Official MCP registry, read · Format checked against Claude Code's config docs

Claude Desktop

Config checked

Add to claude_desktop_config.json (runs on your computer)

{
  "mcpServers": {
    "hebbian-mind-enterprise": {
      "command": "uvx",
      "args": [
        "hebbian-mind-enterprise@2.3.2"
      ]
    }
  }
}

Version 2.3.2 · From the Official MCP registry, read · Format checked against Claude Desktop's config docs

Cursor

Config checked

Add to .cursor/mcp.json (runs on your computer)

{
  "mcpServers": {
    "hebbian-mind-enterprise": {
      "command": "uvx",
      "args": [
        "hebbian-mind-enterprise@2.3.2"
      ]
    }
  }
}

Version 2.3.2 · From the Official MCP registry, read · Format checked against Cursor's config docs

VS Code

Config checked

Add to .vscode/mcp.json (runs on your computer)

{
  "servers": {
    "hebbian-mind-enterprise": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "hebbian-mind-enterprise@2.3.2"
      ]
    }
  }
}

Version 2.3.2 · From the Official MCP registry, read · Format checked against VS Code's config docs

Codex

Config checked

Add to ~/.codex/config.toml (runs on your computer)

[mcp_servers.hebbian-mind-enterprise]
command = "uvx"
args = ["hebbian-mind-enterprise@2.3.2"]

Version 2.3.2 · From the Official MCP registry, read · Format checked against Codex's config docs

  • ChatGPT: ChatGPT connects only to remote servers that need no API key.

Recipes come from the server's entry in the official MCP registry. Check the package name before you run it, and keep keys out of shared files.

Works with

What For-Sunny/hebbian-mind-enterprise connects to

5 clients, each with how we know and when we checked.

Works withTypeHow we knowChecked
Claude CodeClientInstall recipe matches the client's documented formatRuns locally, version 2.3.2Config checkedClaude Code docs
Claude DesktopClientInstall recipe matches the client's documented formatRuns locally, version 2.3.2Config checkedClaude Desktop docs
CursorClientInstall recipe matches the client's documented formatRuns locally, version 2.3.2Config checkedCursor docs
VS CodeClientInstall recipe matches the client's documented formatRuns locally, version 2.3.2Config checkedVS Code docs
CodexClientInstall recipe matches the client's documented formatRuns locally, version 2.3.2Config checkedCodex docs

Alternatives

Alternatives to For-Sunny/hebbian-mind-enterprise

RecordTypeHow we knowChecked
topoteretes/cogneeThis is an alternative to itMCP serverNamed in the listingNot dated

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Sources

Where this comes from

No sources recorded yet. Each source we check is listed here with the date we checked it.

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.

Open-source & AI alternatives

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