Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.
Connect Runs on your machine
claude mcp add memory-engine-mcp -e MEMORY_DB_PATH=<MEMORY_DB_PATH> -e MARKDOWN_SOURCE=<MARKDOWN_SOURCE> -e MEMORY_PORT=<MEMORY_PORT> -- docker run -i --rm ghcr.io/simoneb79/memory-engine-mcp:1.5.3
{
"mcpServers": {
"memory-engine-mcp": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/simoneb79/memory-engine-mcp:1.5.3"
],
"env": {
"MEMORY_DB_PATH": "<MEMORY_DB_PATH>",
"MARKDOWN_SOURCE": "<MARKDOWN_SOURCE>",
"MEMORY_PORT": "<MEMORY_PORT>"
}
}
}
}
{
"mcpServers": {
"memory-engine-mcp": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/simoneb79/memory-engine-mcp:1.5.3"
],
"env": {
"MEMORY_DB_PATH": "<MEMORY_DB_PATH>",
"MARKDOWN_SOURCE": "<MARKDOWN_SOURCE>",
"MEMORY_PORT": "<MEMORY_PORT>"
}
}
}
}
{
"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": "<MEMORY_DB_PATH>",
"MARKDOWN_SOURCE": "<MARKDOWN_SOURCE>",
"MEMORY_PORT": "<MEMORY_PORT>"
}
}
}
}
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server runs locally, so its tools are listed by your MCP client once it starts.
Environment variables
| Name | Description |
|---|---|
MEMORY_DB_PATHOptional | SQLite database path inside the container. |
MARKDOWN_SOURCEOptional | Optional directory for one-way markdown import. |
MEMORY_PORTOptional | SSE server port. Default: 8085. |
Details
| Package | ghcr.io/simoneb79/memory-engine-mcp:1.5.3 (OCI, sse) |
| First published | 17 Jul 2026 |
| Last updated | 17 Jul 2026 |
| Registry name | io.github.SimoneB79/memory-engine-mcp |
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