mcpbeat Sign in

SmartMemory MCP Server

local only

SmartMemory runs on your own machine — the client starts it, so there is no endpoint to ping. 1 640 installs a week from pypi.

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

Installs per day peak 657 · avg 96 · +454% w/w
a month agotoday
1 640
Installs / week
pypi · smartmemory-mcp
Stars
on GitHub
Last commit
0 releases in 90 days
License
language unknown

Nothing serious here today

Today is the operative word: we check SmartMemory every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add smartmemory-mcp -- uvx smartmemory-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "smartmemory-mcp": {
      "args": [
        "smartmemory-mcp"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.smartmemory-mcp]
command = "uvx"
args = ["smartmemory-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "smartmemory-mcp": {
      "args": [
        "smartmemory-mcp"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "smartmemory-mcp": {
      "args": [
        "smartmemory-mcp"
      ],
      "command": "uvx"
    }
  }
}

Alternatives to SmartMemory

same job, measured the same way
Keymem
by donggyun112

Associative key-graph memory for LLM agents — recall by association, not vector similarity.

1 672 installs/wk local only
Memory Kernel
by artem362

Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

122 installs/wk local only
Memwright
by bolnet

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

108 installs/wk local only
Continuum
by pouyahasanamreji

Shared memory + orchestration for your coding agents. Local-first MCP, vector RAG.

local only
RemembrallMCP
by cdnsteve

Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.

30 installs/wk local only
Hindsight MemPalace
by holetron

Self-hosted long-term memory for AI agents over MCP — hierarchical recall backed by pgvector

26 installs/wk local only
Local Memory
by studiomeyer-io

Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.

91 installs/wk local only
Copilot Memory MCP
by labforgedev

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

local only

SmartMemory — questions

Answers built from our own checks of this server.

Why is there no uptime for SmartMemory?
SmartMemory runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package smartmemory-mcp was installed 1 640 times last week.
How do I connect SmartMemory?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls smartmemory-mcp straight from pypi; nothing to host, nothing to sign up for.
How many people use SmartMemory?
The pypi package smartmemory-mcp was installed 1 640 times in the last week. Week over week that is +454%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.