# Engram MCP

> Use this tool when you need to enhance AI agent learning and decision-making by retaining knowledge across sessions. Engram MCP solves problems of repeated mistakes and incomplete knowledge retention by encoding errors, decisions, and discoveries, and provides intelligent recall and context management. It takes in development session data as input and outputs informed, experience-based decisions, making it ideal for use in iterative AI training and development contexts.

Canonical page: https://skillsregistry.net/skills/vedtechsolutions-engram-mcp  
JSON: https://api.skillsregistry.net/v1/skills/vedtechsolutions-engram-mcp

## Description

Engram MCP provides persistent, cross-session memory for AI agents by automatically encoding errors, decisions, and discoveries during development sessions. It enables local, intelligent recall and automated context management to help AI learn from experience and avoid recurring mistakes.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/p4ohqyuwfj)
- **Repository:** <https://github.com/vedtechsolutions/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": "vedtechsolutions-engram-mcp"
    }
  }
}
```

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