# agent-engrams-mcp

> Use this tool when you need to store and retrieve engineering knowledge in a shared, durable memory space. The agent-engrams-mcp server provides a semantic search interface for coding agents, accepting markdown engrams as input and outputting relevant knowledge via embeddings. Ideal for use cases requiring collaborative knowledge management and retrieval in software development and engineering contexts.

Canonical page: https://skillsregistry.net/skills/johndlong73-agent-engrams-mcp  
JSON: https://api.skillsregistry.net/v1/skills/johndlong73-agent-engrams-mcp

## Description

An MCP server providing durable, shared memory for coding agents, storing engineering knowledge as structured markdown engrams with semantic search via embeddings.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/sz4e6e2ep2)
- **Repository:** <https://github.com/johndlong73/agent-engrams-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": "johndlong73-agent-engrams-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/johndlong73-agent-engrams-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/johndlong73-agent-engrams-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