Engram MCP Server

engram-rs-mcp

Hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion.

27 52/wk 5 tools GitHub npm

No known CVEs

MIT license

Maintained

Last commit 179d ago

Works with most clients

Transport: stdio, sse, http

5 tools · ~441 tok

Grade A · 0.2% of 200K ctx

MCPpedia last refreshed this data 6h ago

Edit this pageView history

Engram MCP Server is an MCP server that hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 80/100 on MCPpedia's security, maintenance and efficiency rubric.

AI / ML

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-kael-bit-engram": {
      "args": [
        "-y",
        "engram-rs-mcp"
      ],
      "command": "npx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-kael-bit-engram)](https://mcppedia.org/s/io-github-kael-bit-engram)

Read me

What Engram MCP Server does

Memory engine for AI agents. Two axes: time (three-layer decay & promotion) and space (self-organizing topic tree). Important memories get promoted, noise fades, related knowledge clusters automatically.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

npx -y 'engram-rs-mcp' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

80/100across 5 weighted dimensions

How we score →

0255075100

−20

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked engram-rs-mcp against OSV.dev.

Inventory

Tools (5)

Click any tool to inspect its schema.

~441 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Engram MCP Server safe to use?: Engram MCP Server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under MIT.
How do I install Engram MCP Server?: Engram MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can Engram MCP Server do?: Engram MCP Server provides 5 tools: store_memory, recall, resume, get_triggers, topic_drill. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Engram MCP Server?: Engram MCP Server is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is Engram MCP Server actively maintained?: Engram MCP Server is less actively maintained — last commit was 179 days ago. It has 27 GitHub stars.

Similar servers

Others in ai-ml

View all →

Gpt Researcher97

An autonomous agent that conducts deep research on any data using any LLM providers

29.2k 5

io.github.callstack/agent-device96

Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps

4.3k 5

Antigravity Workspace Template96

Workspace template + MCP server for Claude Code, Codex CLI, Cursor & Windsurf. Multi-agent knowledge engine (ag-refresh / ag-ask) that turns any codebase into a queryable AI assistant.

1.3k 2

io.github.mims-harvard/tooluniverse96

1000+ scientific tools for AI scientists: life science, reserach, literature, and more.

1.7k 4

MCP Security Weekly

Get CVE alerts and security updates for Engram MCP Server and similar servers.

Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Frequently Asked Questions

Is Engram MCP Server safe to use?

Engram MCP Server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under MIT.

How do I install Engram MCP Server?

Engram MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can Engram MCP Server do?

Engram MCP Server provides 5 tools: store_memory, recall, resume, get_triggers, topic_drill. See the full tools list on the server page for descriptions and parameters.

What AI clients work with Engram MCP Server?

Engram MCP Server is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.

Is Engram MCP Server actively maintained?

Engram MCP Server is less actively maintained — last commit was 179 days ago. It has 27 GitHub stars.