Hebbian Mind MCP server

by For-Sunny·io.github.For-Sunny/hebbian-mind-enterprise·v2.3.2

Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.

C65/100grade C

What users say

No reviews yet

Safety scan

C65/100

Adoption

Not measured yet

Usage numbers are collected on the next scan

Reviews

Nobody has reviewed Hebbian Mind yet.

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

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

analyze_content
Analyze content against concept nodes without saving. Preview which concepts would activate.
faiss_search
Search external FAISS tether for semantic similarity search (if enabled).
faiss_status
Check external FAISS tether status (if enabled).
get_related_nodes
Get nodes connected to a given node by Hebbian edges.
list_nodes
List all concept nodes, optionally filtered by category.
mind_status
Get Hebbian Mind health status including node count, edge count, memory count, and strongest connections.
query_mind
Query memories by concept nodes. Returns memories that activated specified concepts. Decayed memories are hidden by default.
save_to_mind
Save content to Hebbian Mind with automatic node activation and Hebbian edge strengthening.

scanner v0.1.10 · 2026-09-28 · same rubric, same numbers if you re-run it

no findings

Code scan10 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
Maintenancerepository not readable: repo not found3/15
Maintainer identityno repository or website to verify2/10

Overall 65/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

claude mcp add hebbian-mind-enterprise -- uvx hebbian-mind-enterprise

Is Hebbian Mind MCP server safe?: With care: it is graded C, so read the findings first (65/100). Read the Hebbian Mind safety report
How do I install Hebbian Mind?: It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Hebbian Mind need an API key?: Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Hebbian Mind maintained?: The latest release is v2.3.2.
What can I use instead of Hebbian Mind?: Servers from other publishers that do the same job: Claude Flow MCP server and Honcho MCP server.

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

Claude Flow
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
not reviewed
Established
B
Honcho
Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.
not reviewed
Established
A