# Memory Vault

> Use this tool when you need to efficiently store and retrieve large amounts of data with advanced search capabilities. The Memory Vault solves problems related to data management and retrieval, providing a self-hosted solution with hybrid search functionality. It takes in data inputs and outputs relevant search results, ideal for use cases requiring secure and localized data storage and querying.

Canonical page: https://skillsregistry.net/skills/io-github-mihaibuilds-memory-vault  
JSON: https://api.skillsregistry.net/v1/skills/io-github-mihaibuilds-memory-vault

## Description

Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.

## Trust

- **Trust score (0–1):** 0.48
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.6
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.MihaiBuilds%2Fmemory-vault)
- **Repository:** <https://github.com/MihaiBuilds/memory-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": "io-github-mihaibuilds-memory-vault"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-mihaibuilds-memory-vault` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-mihaibuilds-memory-vault/pull`

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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