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SlashML (/ml) Persistent Agent Memory & Code Localization

Persistent conversational memory, behavioral code search, and bug localization for AI agents.

MCP server · by slashml-ai

About

SlashML (/ml) Persistent Agent Memory & Code Localization is an MCP server published by slashml-ai. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-11-08 and have recorded no change since. As of our marketplace pass on 2026-11-11.

What it asks for

  • Runs remotely
  • Runs on your machine
  • Secrets: 1
  • Settings: 2

Requires: SLASHML_API_KEY (secret)

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a local MCP server: npm package

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --env "SLASHML_API_KEY=<YOUR_SLASHML_API_KEY>" --transport stdio ml-memory -- npx -y @slashml/mcp
Codex~/.codex/config.toml
[mcp_servers.ml-memory]
command = "npx"
args = ["-y", "@slashml/mcp"]

[mcp_servers.ml-memory.env]
SLASHML_API_KEY = "<YOUR_SLASHML_API_KEY>"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "ml-memory": {
      "command": "npx",
      "args": [
        "-y",
        "@slashml/mcp"
      ],
      "env": {
        "SLASHML_API_KEY": "<YOUR_SLASHML_API_KEY>"
      }
    }
  }
}

Replace the values in angle brackets with your own. We show the names of the settings, never values.

Optional settings it also lists: SLASHML_USER_ID.

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 1.0.11 Forks (GitHub): 0
Stars (GitHub): 0
Not marked
Official MCP Registry (Open the registry record) Listed 1.0.12 Forks (GitHub): 0
Stars (GitHub): 0
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

  1. Another listing on Official MCP Registry joined this product
  2. Official MCP Registry: appeared
  3. Became a product we track
  4. Official MCP Registry: appeared

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Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

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