# Engram Memory MCP

> Use this tool when you need to create a robust memory solution that combines multiple information retrieval techniques, such as BM25, vector search, and knowledge graphs, to provide comprehensive and accurate results. It solves problems related to information retrieval, entity disambiguation, and knowledge representation, and accepts inputs such as text queries and knowledge graphs, outputting relevant results and entity relationships. Ideal for use cases where complex data needs to be efficiently searched, retrieved, and connected.

Canonical page: https://skillsregistry.net/skills/lumetra-io-engram-memory-mcp  
JSON: https://api.skillsregistry.net/v1/skills/lumetra-io-engram-memory-mcp

## Description

Combines bm25, vector and knowledge graphs to create a comprehensive memory solution.

https://github.com/lumetra-io/engram-memory-mcp

## Trust

- **Trust score (0–1):** 0.40
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/jan7wo7ycw)
- **Repository:** <https://github.com/lumetra-io/engram-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": "lumetra-io-engram-memory-mcp"
    }
  }
}
```

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