@slashml/mcp -- SlashML MCP Server

Official Model Context Protocol (MCP) server for SlashML (/ ml). Connects coding and chat agents to the SlashML Cloud API (https://api.slashml.ai).

Quick Install

Claude Code (1-liner)

claude mcp add --scope user ml-memory -- env SLASHML_API_KEY=sml_live_xxx npx -y @slashml/mcp

Cursor / Claude Desktop / Windsurf (mcp.json)

{
  "mcpServers": {
    "ml-memory": {
      "command": "npx",
      "args": ["-y", "@slashml/mcp"],
      "env": {
        "SLASHML_API_KEY": "sml_live_xxx"
      }
    }
  }
}

Code Mode

Expose a single execute_memory_code meta-tool:

claude mcp add --scope user ml-memory-code -- env SLASHML_API_KEY=sml_live_xxx npx -y @slashml/mcp --code-mode

Ambient Lifecycle Hooks

Register UserPromptSubmit, PreToolUse, PostToolUse, and Stop hooks in ~/.claude/settings.json:

npx -y @slashml/mcp --install-hooks --api-key "$SLASHML_API_KEY"

Related MCP server: LightRAG Code Brain MCP

Available Tools (Standard Mode)

1. search_memories -- Search stored conversational memories, user preferences, and facts.

2. get_memories -- List conversational memories for a user/agent scope.

3. forget_memory -- Delete a specific memory by ID.

4. dismiss_intervention -- Record that an active pre-tool intervention was a false positive or superseded for the current target.

5. index_repository -- Index a git repository for code search and bug localization.

6. search_code_by_behavior -- Search indexed repository symbols by behavioral or architectural description.

7. find_bug_candidates -- Rank likely bug locations across a repository from symptoms and stack traces.

8. add_memory (opt-in via --enable-write-tool; ambient lifecycle hooks assimilate memories automatically by default) -- Explicitly store a persistent conversational memory, user preference, or operational rule.

License

Apache-2.0. Connects to the SlashML Cloud Service (https://api.slashml.ai).