Agent Memory MCP Server

by theprodsde Your server? Claim it

local only

Agent Memory runs on your own machine — the client starts it, so there is no endpoint to ping. 126 installs a week from pypi. Last commit 9 Oct 2026.

Persistent agent memory with a decision layer: replay, restore, verify, or none — explainable.

Installs per day peak 44 · avg 20 · +22% w/w

a month agotoday

126

Installs / week

pypi · agent-memory-sdk

Stars

12 open issues

9 Oct 2026

Last commit

from GitHub

—

License

Python

Nothing serious here today

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

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.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add agent-memory -- uvx agent-memory-sdk

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "agent-memory": {
      "command": "uvx",
      "args": [
        "agent-memory-sdk"
      ]
    }
  }
}

~/.codex/config.toml

[mcp_servers.agent-memory]
command = "uvx"
args = ["agent-memory-sdk"]

.cursor/mcp.json

{
  "mcpServers": {
    "agent-memory": {
      "command": "uvx",
      "args": [
        "agent-memory-sdk"
      ]
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "agent-memory": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "agent-memory-sdk"
      ]
    }
  }
}

Optional settings from the registry entry, left out of the block above: AGENT_MEMORY_DIR (Directory for the persistent memory store (default: ~/.agent_memory)), AGENT_MEMORY_COLLECTION (Collection (database) name within the memory directory).

Alternatives to Agent Memory

same job, measured the same way

MemoryLayer

by memorylayer

Local-first persistent memory for AI agents, with reasoning and formal verification.

63 installs/wk local only

Mnemodb

by mnemodb

Persistent agent memory as plain Markdown in your repo - readable, diffable, with provenance.

56 installs/wk local only

MemorySync

by memorysync

Persistent memory for AI agents. Search and store durable facts, preferences and decisions.

answering

Genesys Memory

by astrix-labs

Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).

165 installs/wk local only

YourMemory

by sachitrafa

Persistent memory for AI agents. Memories decay with time and strengthen on recall.

376 installs/wk local only

Acta — Verifiable Agent Memory

by kylewilson04

Verifiable agent memory with signed ledger receipts — verify every write offline.

local only

Selvedge

by masondelan

Persistent decision memory for AI agents: rationale, rejected approaches, and entity history.

687 installs/wk local only

Smara

by parallelromb

Persistent cross-platform memory for AI agents with Ebbinghaus decay scoring.

58 installs/wk local only

Agent Memory — questions

Answers built from our own checks of this server.

Why is there no uptime for Agent Memory?

Agent Memory 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 agent-memory-sdk was installed 126 times last week.

How do I connect Agent Memory?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls agent-memory-sdk straight from pypi; nothing to host, nothing to sign up for.

How many people use Agent Memory?

The pypi package agent-memory-sdk was installed 126 times in the last week. Week over week that is +22%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is Agent Memory open source?

We cannot say either way: written in Python, 0 stars on GitHub and 12 open issues, but we could not determine the licence, and without one the code is not open source by default.