# hebbian-vault

> hebbian-vault — onetrueclaude-creator-hebbian-vault. Use this tool when you need to enhance your Obsidian vault search with intelligent, adaptive results. The Hebbian Vault MCP server solves the problem of information overload by ranking files based on usage and relevance, using Hebbian learning and graph centrality algorithms. It takes user search queries as input and outputs ranked lists of relevant files, making it ideal for users seeking to streamline their knowledge management workflows.

Canonical page: https://skillsregistry.net/skills/onetrueclaude-creator-hebbian-vault  
JSON: https://api.skillsregistry.net/v1/skills/onetrueclaude-creator-hebbian-vault

## Description

MCP server for intelligent, use-adaptive Obsidian vault search. It uses Hebbian learning and graph centrality to rank files by usage and relevance.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/s7bmo58mj6)
- **Repository:** <https://github.com/onetrueclaude-creator/hebbian-vault>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "onetrueclaude-creator-hebbian-vault"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/onetrueclaude-creator-hebbian-vault` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/onetrueclaude-creator-hebbian-vault/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt