# Engram

> Use this tool when you need to store and retrieve personal memories efficiently, as Engram enables on-device storage, searching, and management of memories using hybrid keyword and semantic recall. It solves problems of memory organization and recall, allowing users to quickly find specific memories using intuitive search functionality. Ideal for personal knowledge management, journaling, and note-taking, Engram provides a secure and private interface for inputting and retrieving memories.

Canonical page: https://skillsregistry.net/skills/kalyan-deva-engram  
JSON: https://api.skillsregistry.net/v1/skills/kalyan-deva-engram

## Description

A local-first memory MCP server that enables storing, searching, and managing personal memories with hybrid keyword and semantic recall, all on-device.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/djf3vvy0om)
- **Repository:** <https://github.com/Kalyan-Deva/Engram>

## 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": "kalyan-deva-engram"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/kalyan-deva-engram` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/kalyan-deva-engram/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