Hebbian memory system for AI agents — learns access patterns, builds neural pathways, saves tokens
Brainbox MCP server exists for a simple reason — assistants are far more useful when they can act on Brainbox directly instead of describing what you should do. Hebbian memory system for AI agents — learns access patterns, builds neural pathways, saves tokens.
Hebbian memory for AI coding agents. Learns which files you access together, which errors lead to which fixes, and which tool chains you use most — then recalls them instantly.
The server ships on npm as tsx, so your MCP client can launch it on demand — there is no separate build step. Add the server block to your client's configuration, restart it, and the tools register themselves.
Once Brainbox is connected, these are the calls the assistant has available:
Uninstall — The Uninstall tool exposed by this serverThis sits in the knowledge and memory group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. Brainbox's toolset — Uninstall — is a fair guide to whether it matches your workflow. It is maintained by thebasedcapital; worth a glance at recent repository activity before you build anything load-bearing on it.
This entry was verified against Brainbox's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.
| Tool | What it does |
|---|---|
| Uninstall | The Uninstall tool exposed by this server. |
{
"mcpServers": {
"brainbox": {
"command": "npx",
"args": ["-y", "tsx"]
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
A knowledge graph your assistant keeps between sessions — entities, relations and observations that persist.
Kill hallucinated APIs — version-accurate, up-to-date library documentation injected straight into context.
Your workspace, on speaking terms with AI — search, read and write Notion pages and databases.
A structured scratchpad for hard problems — stepwise reasoning with revisions, branches and visible logic.
Symbol-level code navigation, refactoring and memory for coding agents — the IDE brain your assistant has been missing.
Chat with your second brain — search, read and write vault notes through the Local REST API.