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AI & MemoryMCP RegistrypypiD · 30

SmartMemory MCP server

ai.smartmemory · Updated

Graph + vector memory for agents: recall, ingest, search, distill. Local or remote backend.

At a glance

SmartMemory is an MCP server in the AI & Memory category. It runs locally over stdio via `uvx smartmemory-mcp`, and declares no required credentials. It scores D (30/100) on the MCP Skills Hub health score as of Oct 28, 2026.

One-click install

Opens your editor and pre-fills the config. Your editor will ask before adding it.

How to install SmartMemory in your AI client

Setup for Claude Code, Claude Desktop, Cursor, Codex, Windsurf, Cline and VS Code — copy-paste ready.

How to install SmartMemory in Claude CodeAnthropic's agentic CLI

  1. Add the server

    bash
    claude mcp add smartmemory-mcp -- uvx smartmemory-mcp
  2. Verify it's connected

    bash
    claude mcp list
  3. Sharing it with your team?

    Add `--scope project` to write it to .mcp.json in the repository root, which you can commit (with the secrets left as environment variables).

  4. Use it in a session

    Ask Claude to use the tools this server exposes. It discovers them automatically.

What tools does SmartMemory expose?

This server runs as a local package. We only query remote servers for their tool list — asking this one would mean executing it, so its tools are listed in the documentation below.

What the code can do

Source analysis currently covers npm packages only. This server ships as a Python package, which needs a different parser.

Before you install

Signals gathered from the source repo and package registry — not a safety verdict.

What it can reach

  • Runs code on your machine — Executes as a local process with your user's permissions, including filesystem access.
  • Downloads at launch — The package is fetched from its registry each run unless you pin a version.
  • No source repository — This registry entry does not link to a public repo, so its code cannot be reviewed before you install it.

Client compatibility

Claude Code: NativeClaude Desktop: NativeCursor: NativeCodex CLI: NativeWindsurf: NativeCline: NativeVS Code: Native

Health score

D · 30

Maintenance, adoption, transparency and packaging — not a safety audit. How this is calculated

  • Maintenance30%not measurable

    No commit history available.

  • Adoption20%not measurable

    No usage data available.

  • Transparency20%0%

    0/4: ✗ public source repo, ✗ declared license, ✗ documentation, ✗ discoverable tool list.

  • Provenance15%0%

    No source repository to trace the code back to.

  • Packaging15%100%

    Publishes a pinned version (1.4.94).

Maintain SmartMemory? Add a badge to your README

Shows its health grade, and links readers to install steps for every client.

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