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YourMemory

local MCP server

YourMemory is a local MCP server: Persistent memory for AI agents. Memories decay with time and strengthen on recall. Install it from pypi as yourmemory.

Installation

Terminal

claude mcp add yourmemory -e PYTHONIOENCODING=... -- uvx yourmemory

Run in your project folder. Add --scope user to use it everywhere.

Claude Desktop, Cursor & other clients

Add to claude_desktop_config.json or .cursor/mcp.json.

{
  "mcpServers": {
    "yourmemory": {
      "command": "uvx",
      "args": [
        "yourmemory"
      ],
      "env": {
        "PYTHONIOENCODING": "..."
      }
    }
  }
}

Fill in the environment variables with your own credentials.

What you need

  • Runtime: Python with uv (runs with uvx).
  • MCP client: Claude Code, Codex, Antigravity, Claude Desktop, Cursor or any other client that speaks MCP over stdio.
  • Environment variables: PYTHONIOENCODING

Summary

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

YourMemory vs similar servers

ServerStarsTypeAPI keyRuntime
YourMemory270LocalYespypi
cognitive-ai-memory270LocalYesoci
neural-memory240LocalNonpm
DeepMem114HostedYesNone
Total Agent Memory72LocalNopypi

Questions

It reads one environment variable: PYTHONIOENCODING. Set them in your MCP config before starting the server.

Python with uv (runs with uvx), plus an MCP client such as Claude Code, Codex, Claude Desktop or Cursor.

YourMemory is a local MCP server distributed as the pypi package yourmemory.

Run: claude mcp add yourmemory -e PYTHONIOENCODING=... -- uvx yourmemory

Run: codex mcp add yourmemory --env PYTHONIOENCODING=... -- uvx yourmemory

Similar MCP servers

NameStars
  1. cognitive-ai-memoryio.github.sachitrafa/cognitive-ai-memory270
  2. neural-memoryio.github.nhadaututtheky/neural-memory240
  3. DeepMemio.github.deepmemteam/deepmem114
  4. Total Agent Memoryio.github.vbcherepanov/total-agent-memory72
  5. Montycat MCP - Shared Memory for AI Agentsio.github.MontyGovernance/montycat-mcp65
  6. enquire-mcpio.github.oomkapwn/enquire-mcp33
  7. genesys-memoryio.github.Astrix-Labs/genesys-memory29
  8. token-saviorio.github.Mibayy/token-savior1,157