# Vector Memory MCP Server

> Use this tool when you need to persist context and decisions across sessions for AI assistants, enabling private semantic search and session handoff capabilities. It provides local vector-based semantic memory storage, utilizing local embeddings and LanceDB to maintain long-term project context. Ideal for applications requiring contextual understanding and continuity across multiple interactions.

Canonical page: https://skillsregistry.net/skills/aeriondyseti-vector-memory-mcp  
JSON: https://api.skillsregistry.net/v1/skills/aeriondyseti-vector-memory-mcp

## Description

Provides local vector-based semantic memory storage for AI assistants to persist context and decisions across sessions using local embeddings and LanceDB. It enables private semantic search and session handoff capabilities to maintain long-term project context.

## Trust

- **Trust score (0–1):** 0.94
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/puphlgbzo6)
- **Repository:** <https://github.com/aeriondyseti/vector-memory-mcp>

## 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": "aeriondyseti-vector-memory-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aeriondyseti-vector-memory-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aeriondyseti-vector-memory-mcp/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