SERVER

Memory Engine MCP

Rank #15,013

io.github.SimoneB79/memory-engine-mcp

Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.

1 version

1 GitHub stars

by SimoneB79 (2 servers)View repository ↗

First listed

Jun 27, 2026

Last publish date

Jul 17, 2026

PURPOSE

What you can do with Memory Engine MCP

Memory Engine MCP is a Model Context Protocol (MCP) server published by SimoneB79. It ranks #15,013 of 144,396 active servers on MCP Toplist, and its repository has 1 GitHub stars. Memory Engine MCP is listed across 3 registries — Official MCP, Glama and mcp.so, with 1 tracked version. It was first listed on Jun 27, 2026 and most recently updated on Jul 17, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Memory Engine MCP can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Memory Engine MCP

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

MEMORY_DB_PATH · optional
MARKDOWN_SOURCE · optional
MEMORY_PORT · optional

INSTALLATION AND FIRST TASK

Connect Memory Engine MCP and confirm it works

Docker image

claude mcp add memory-engine-mcp -e "MEMORY_DB_PATH=<your MEMORY_DB_PATH>" -e "MARKDOWN_SOURCE=<your MARKDOWN_SOURCE>" -e "MEMORY_PORT=<your MEMORY_PORT>" -- docker run -i --rm ghcr.io/simoneb79/memory-engine-mcp:1.5.3

Replace each placeholder with your own value before saving.

Docker image

[mcp_servers.memory-engine-mcp]
command = "docker"
args = ["run", "-i", "--rm", "ghcr.io/simoneb79/memory-engine-mcp:1.5.3"]

[mcp_servers.memory-engine-mcp.env]
MEMORY_DB_PATH = "<your MEMORY_DB_PATH>"
MARKDOWN_SOURCE = "<your MARKDOWN_SOURCE>"
MEMORY_PORT = "<your MEMORY_PORT>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "memory-engine-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/simoneb79/memory-engine-mcp:1.5.3"
      ],
      "env": {
        "MEMORY_DB_PATH": "<your MEMORY_DB_PATH>",
        "MARKDOWN_SOURCE": "<your MARKDOWN_SOURCE>",
        "MEMORY_PORT": "<your MEMORY_PORT>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "memory-engine-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/simoneb79/memory-engine-mcp:1.5.3"
      ],
      "env": {
        "MEMORY_DB_PATH": "<your MEMORY_DB_PATH>",
        "MARKDOWN_SOURCE": "<your MARKDOWN_SOURCE>",
        "MEMORY_PORT": "<your MEMORY_PORT>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Docker image

{
  "servers": {
    "memory-engine-mcp": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/simoneb79/memory-engine-mcp:1.5.3"
      ],
      "env": {
        "MEMORY_DB_PATH": "<your MEMORY_DB_PATH>",
        "MARKDOWN_SOURCE": "<your MARKDOWN_SOURCE>",
        "MEMORY_PORT": "<your MEMORY_PORT>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "memory-engine-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/simoneb79/memory-engine-mcp:1.5.3"
      ],
      "env": {
        "MEMORY_DB_PATH": "<your MEMORY_DB_PATH>",
        "MARKDOWN_SOURCE": "<your MARKDOWN_SOURCE>",
        "MEMORY_PORT": "<your MEMORY_PORT>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "memory-engine-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/simoneb79/memory-engine-mcp:1.5.3"
      ],
      "env": {
        "MEMORY_DB_PATH": "<your MEMORY_DB_PATH>",
        "MARKDOWN_SOURCE": "<your MARKDOWN_SOURCE>",
        "MEMORY_PORT": "<your MEMORY_PORT>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by SimoneB79

lyrion-mcp#42,260

View all SimoneB79 servers →

No task-specific alternatives are catalogued for Memory Engine MCPyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Jun 27, 2026
Latest version published: Jul 17, 2026
Version history: 1 version tracked (below)
Requirements evidence: Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 16, 2026

Registry sightings

Official MCP ↗listed since Jul 24, 2026 · still listed
Glama ↗listed since Jul 29, 2026 · still listed
mcp.so ↗listed since Aug 26, 2026 · still listed

Do you maintain Memory Engine MCP? to correct or enrich this profile.

VERSIONS

Available versions (1)

Version	Published
1.5.3	Jul 17, 2026

STANDING

#15,013of 144,396 active serversTop 25%

Ranks ahead of 129,383 of 144,396 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.SimoneB79%2Fmemory-engine-mcp.svg)](https://mcptoplist.com/server/io.github.SimoneB79%2Fmemory-engine-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.SimoneB79%2Fmemory-engine-mcp"><img src="https://mcptoplist.com/badge/io.github.SimoneB79%2Fmemory-engine-mcp.svg" alt="MCP Toplist: Top 25% of 144,396" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Memory Engine MCP?: Memory Engine MCP is maintained by SimoneB79, which publishes 2 MCP servers (2 total versions) tracked on MCP Toplist.
Is Memory Engine MCP listed on the Official MCP Registry?: Yes — Memory Engine MCP is listed on the Official MCP Registry, alongside Glama and mcp.so.
How many versions does Memory Engine MCP have?: MCP Toplist tracks 1 version of Memory Engine MCP, most recently published on Jul 17, 2026.
Where can I find the source code for Memory Engine MCP?: The source code for Memory Engine MCP is hosted at github.com/SimoneB79/memory-engine-mcp.

Used in projects

Do you run this server?

Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.

EXPLORE

All MCP Servers Official MCP Servers GitHub MCP Servers Best MCP Servers Most Active MCP Servers New MCP Servers Best New MCP Servers