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. Last commit 22 Sep 2026.

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

—

Installs / week

pypi · agent-memory-sdk

Stars

11 open issues

22 Sep 2026

Last commit

no recent releases

MIT

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

~/.codex/config.toml

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

.cursor/mcp.json

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

.vscode/mcp.json

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

This one needs environment variables set before it will start: AGENT_MEMORY_DIR (Directory for the persistent memory store (default: ~/.agent_memory)), AGENT_MEMORY_COLLECTION (Collection (database) name within the memory directory). The author declared them in the registry entry; get the values from the project itself.

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.

219 installs/wk local only

Mindpm

by umitkavala

Persistent project memory for LLMs via SQLite. Never re-explain your project again.

47 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).

658 installs/wk local only

YourMemory

by sachitrafa

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

439 installs/wk local only

Acta — Verifiable Agent Memory

by kylewilson04

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

local only

Provena Agent Memory

by admiralpunk

Evidence-backed, explainable persistent memory for MCP-compatible AI agents.

local only

Smara

by parallelromb

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

21 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.

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 with the file path 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.

Is Agent Memory open source?

Yes — it is published under the MIT licence, written in Python, 0 stars on GitHub and 11 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.