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Telemem MCP Server

by teleai-uagi Your server? Claim it
local only

Telemem runs on your own machine — the client starts it, so there is no endpoint to ping. 158 installs a week from pypi. Last commit 26 Oct 2026.

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

Installs per day peak 287 · avg 34 · -68% w/w
a month agotoday
158
Installs / week
pypi · telemem
494
Stars
1 open issue
26 Oct 2026
Last commit
from GitHub
Apache-2.0
License
Python

What the code does

We read the source, 3 h ago · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Unsafe deserialization baselines/A-mem/memory_layer.py:437
                state = pickle.load(f)
        self._store_path = os.path.join(self._base_dir or "video_segments", f"simple_mem_store_{self._memory_name}.json")

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

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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 telemem -- uvx telemem
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "telemem": {
      "command": "uvx",
      "args": [
        "telemem"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.telemem]
command = "uvx"
args = ["telemem"]
.cursor/mcp.json
{
  "mcpServers": {
    "telemem": {
      "command": "uvx",
      "args": [
        "telemem"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "telemem": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "telemem"
      ]
    }
  }
}

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

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Telemem — questions

Answers built from our own checks of this server.

Why is there no uptime for Telemem?
Telemem 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 telemem was installed 158 times last week.
How do I connect Telemem?
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 telemem straight from pypi; nothing to host, nothing to sign up for.
How many people use Telemem?
The pypi package telemem was installed 158 times in the last week. Week over week that is -68%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Telemem open source?
Yes — it is published under the Apache-2.0 licence, written in Python, 494 stars on GitHub and 1 open issue. The source link is on this page, so you can read exactly what it does with your data before you connect it.