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Telemem

io.github.TeleAI-UAGI/telemem ยท v1.10.1

Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option

Source code Set it up

Connect Runs on your machine

Terminal
claude mcp add telemem -e OPENAI_API_KEY=<OPENAI_API_KEY> -e TELEMEM_CONFIG=<TELEMEM_CONFIG> -e TELEMEM_DEFAULT_USER_ID=<TELEMEM_DEFAULT_USER_ID> -- uvx telemem==1.10.1
claude_desktop_config.json
{
  "mcpServers": {
    "telemem": {
      "command": "uvx",
      "args": [
        "telemem==1.10.1"
      ],
      "env": {
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "TELEMEM_CONFIG": "<TELEMEM_CONFIG>",
        "TELEMEM_DEFAULT_USER_ID": "<TELEMEM_DEFAULT_USER_ID>"
      }
    }
  }
}
~/.cursor/mcp.json
{
  "mcpServers": {
    "telemem": {
      "command": "uvx",
      "args": [
        "telemem==1.10.1"
      ],
      "env": {
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "TELEMEM_CONFIG": "<TELEMEM_CONFIG>",
        "TELEMEM_DEFAULT_USER_ID": "<TELEMEM_DEFAULT_USER_ID>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "telemem": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "telemem==1.10.1"
      ],
      "env": {
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "TELEMEM_CONFIG": "<TELEMEM_CONFIG>",
        "TELEMEM_DEFAULT_USER_ID": "<TELEMEM_DEFAULT_USER_ID>"
      }
    }
  }
}

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools

This server runs locally, so its tools are listed by your MCP client once it starts.

Environment variables

NameDescription
OPENAI_API_KEY
Optional, secret		API key for the default OpenAI LLM/embedder (not needed with a local TELEMEM_CONFIG)
TELEMEM_CONFIG
Optional		Path to a TeleMem YAML/JSON config, e.g. the fully-local Ollama + FAISS setup (config/config.ollama.yaml)
TELEMEM_DEFAULT_USER_ID
Optional		Default memory scope when tool calls omit user_id/agent_id/run_id (default: telemem-mcp)

Details

Package[email protected] (PYPI, stdio)
First published23 Oct 2026
Last updated23 Oct 2026
Registry nameio.github.TeleAI-UAGI/telemem

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