Hebbian Vault

v0.2.0Knowledge & Memorystable

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

io-github-onetrueclaude-creator-hebbian-vaultmcpai-integration
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What is Hebbian Vault?

Hebbian Vault is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to usage-adaptive obsidian vault search: hebbian + pagerank + bm25 hybrid ranking.

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

This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Usage-adaptive Obsidian vault search: Hebbian + PageRank + B

Use Cases

Search Obsidian vaults with adaptive ranking based on usage patterns.
Find relevant notes using hybrid relevance scoring.
Community

Maintainer

LicenseMIT
Languagepython
Versionv0.2.0
UpdatedApr 18, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

PIP

pip install hebbian-vault

Manual Installation

pip install hebbian-vault

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about Hebbian Vault

What is Hebbian Vault?

Hebbian Vault is a Model Context Protocol (MCP) server that usage-adaptive obsidian vault search: hebbian + pagerank + bm25 hybrid ranking. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Hebbian Vault?

Install via pip with: pip install hebbian-vault. Then configure your AI client to connect to this MCP server.

Which AI clients work with Hebbian Vault?

Hebbian Vault works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is Hebbian Vault free to use?

Yes, Hebbian Vault is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Browse More Knowledge & Memory MCP Servers

Explore all knowledge & memory servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "io-github-onetrueclaude-creator-hebbian-vault": { "command": "pip", "args": ["install", "hebbian-vault"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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