SlashML (/ml) Persistent Agent Memory & Code Localization
io.github.slashml-ai/ml-memory ยท v1.0.11
Persistent conversational memory, behavioral code search, and bug localization for AI agents.
Connect Runs on your machine
claude mcp add ml-memory -e SLASHML_API_KEY=<SLASHML_API_KEY> -e SLASHML_USER_ID=<SLASHML_USER_ID> -- npx -y @slashml/[email protected]
{
"mcpServers": {
"ml-memory": {
"command": "npx",
"args": [
"-y",
"@slashml/[email protected]"
],
"env": {
"SLASHML_API_KEY": "<SLASHML_API_KEY>",
"SLASHML_USER_ID": "<SLASHML_USER_ID>"
}
}
}
}
{
"mcpServers": {
"ml-memory": {
"command": "npx",
"args": [
"-y",
"@slashml/[email protected]"
],
"env": {
"SLASHML_API_KEY": "<SLASHML_API_KEY>",
"SLASHML_USER_ID": "<SLASHML_USER_ID>"
}
}
}
}
{
"servers": {
"ml-memory": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@slashml/[email protected]"
],
"env": {
"SLASHML_API_KEY": "<SLASHML_API_KEY>",
"SLASHML_USER_ID": "<SLASHML_USER_ID>"
}
}
}
}
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 |
|---|---|
SLASHML_API_KEYRequired, secret | Your SlashML API key (sml_live_...) from https://app.slashml.ai |
SLASHML_USER_IDOptional | Optional default user or workspace namespace |
Details
| Package | @slashml/[email protected] (NPM, stdio) |
| Package | [email protected] (PYPI, stdio) |
| First published | 8 Nov 2026 |
| Last updated | 8 Nov 2026 |
| Registry name | io.github.slashml-ai/ml-memory |
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