How do I install Telemem?

Telemem is a local plugin. Install it using PyPI package: telemem and add the generated configuration snippet to your AI app's MCP config file. Then restart your AI app.

What credentials does Telemem need?

Telemem requires the following credentials or environment variables: OPENAI_API_KEY, TELEMEM_CONFIG, TELEMEM_DEFAULT_USER_ID. You can find setup instructions on the server detail page.

What AI apps work with Telemem?

Telemem uses the Model Context Protocol (MCP) and works with any MCP-compatible AI app, including Claude, ChatGPT / Codex, Gemini, Copilot, Cursor, and more.

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Telemem MCP Server

by TeleAI UAGI

Developer ToolsUse Caution3.2MCP RegistryLocal

Free

Server data from the Official MCP Registry

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

About

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

Security Report

3.2

Use Caution3.2High Risk

TeleMem is a memory management library for AI agents with reasonable architecture but contains several moderate security concerns. The codebase has unvalidated file operations, broad exception handling, potential path traversal vulnerabilities in multimodal processing, and insecure handling of LLM responses. Dependencies include some with known vulnerabilities (faiss-gpu). While the core authentication model is appropriate for its use case and permissions align with purpose, the code quality issues and input validation gaps warrant attention before production deployment. Supply chain analysis found 6 known vulnerabilities in dependencies (4 critical, 1 high severity). Package verification found 1 issue.

4 files analyzed · 16 issues found

Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.

Permissions Required

This plugin requests these system permissions. Most are normal for its category.

File System Read

Reads files on your machine. Normal for tools that analyze or process local data.

File System Write

Writes or modifies files on your machine. Check that this is expected for the tool.

HTTP Network Access

Connects to external APIs or services over the internet.

env_vars

Check that this permission is expected for this type of plugin.

process_spawn

Check that this permission is expected for this type of plugin.

What You'll Need

Set these up before or after installing:

API key for the default OpenAI LLM/embedder (not needed with a local TELEMEM_CONFIG)Required

Environment variable: OPENAI_API_KEY

Path to a TeleMem YAML/JSON config, e.g. the fully-local Ollama + FAISS setup (config/config.ollama.yaml)Optional

Environment variable: TELEMEM_CONFIG

Default memory scope when tool calls omit user_id/agent_id/run_id (default: telemem-mcp)Optional

Environment variable: TELEMEM_DEFAULT_USER_ID

How to Install

Add this to your MCP configuration file:

{
  "mcpServers": {
    "io-github-teleai-uagi-telemem": {
      "env": {
        "OPENAI_API_KEY": "your-openai-api-key-here",
        "TELEMEM_CONFIG": "your-telemem-config-here",
        "TELEMEM_DEFAULT_USER_ID": "your-telemem-default-user-id-here"
      },
      "args": [
        "telemem"
      ],
      "command": "uvx"
    }
  }
}

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Telemem MCP Server

About

Security Report

Findings (16)Action required

Permissions Required

What You'll Need

How to Install

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