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Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking.

0 starspypi: hebbian-vault

About hebbian-vault

hebbian-vault is an MCP (Model Context Protocol) server published by onetrueclaude-creator in the official MCP registry, listed under Search on Loomal. Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking.

It ships as a Python package on PyPI (hebbian-vault), so any MCP client that can launch a local process can run it.

Development happens in the open at github.com/onetrueclaude-creator/hebbian-vault.

Use hebbian-vault with your agent

Claude Code · one command
claude mcp add hebbian-vault -- uvx hebbian-vault
Claude Desktop, Cursor & other MCP clients · config
{
  "mcpServers": {
    "hebbian-vault": {
      "command": "uvx",
      "args": [
        "hebbian-vault"
      ]
    }
  }
}
pypihebbian-vault

Frequently asked questions

What is hebbian-vault?
hebbian-vault is an MCP (Model Context Protocol) server by onetrueclaude-creator in the Search category. Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking.
How do I connect hebbian-vault to Claude, Cursor, or another MCP client?
Install hebbian-vault from its pypi package (hebbian-vault) and register it under "mcpServers" in your client's MCP configuration — for example claude_desktop_config.json or Cursor's mcp.json — then restart the client.
Is hebbian-vault open source?
Yes — the source code is public at github.com/onetrueclaude-creator/hebbian-vault.
Can AI agents pay to use hebbian-vault?
Not yet through Loomal — hebbian-vault is listed as a free directory entry. If its maintainer verifies ownership, they can set per-call USDC pricing that agents pay over x402, with settlement on Base.

Listing data from the official MCP registry and GitHub, refreshed periodically. Not affiliated with the maintainer unless claimed. Maintain hebbian-vault? Claim this listing free by verifying GitHub ownership, or contact us.