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TeleMem MCP

TeleMem is a high-performance, fully local agent memory management layer that serves as a drop-in replacement for Mem0. It supports semantic deduplication, long-term dialogue memory, character-aware memory profiles, and multimodal video reasoning. The MCP server exposes 8 memory tools for agents to store, retrieve, and reason over text and video content.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

TeleMem MCP logo, by TeleAI-UAGICommunity listingLocal stdioSource reviewed; not executedPublished by TeleAI-UAGI
Vendor documentation

What you can do with it

  • Manage long-term dialogue memory for AI agents
  • Build isolated per-character memory profiles for role-play
  • Store and retrieve multimodal video content memories
  • Perform semantic search and reasoning over agent history

Source and maintenance

Community listingRegistry 1.10.1
mcp-registry: io.github.TeleAI-UAGI/telemem@1.10.1Source repository
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

telemem 1.10.1

pypiuvx
telemem package definition
{
  "version": "1.10.1",
  "transport": "stdio",
  "identifier": "telemem",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "environmentVariables": [
    {
      "name": "OPENAI_API_KEY",
      "description": "API key for the default OpenAI LLM/embedder (not needed with a local TELEMEM_CONFIG)"
    },
    {
      "name": "TELEMEM_CONFIG",
      "description": "Path to a TeleMem YAML/JSON config, e.g. the fully-local Ollama + FAISS setup (config/config.ollama.yaml)"
    },
    {
      "name": "TELEMEM_DEFAULT_USER_ID",
      "description": "Default memory scope when tool calls omit user_id/agent_id/run_id (default: telemem-mcp)"
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "telemem-mcp": {
      "command": "uvx",
      "args": [
        "telemem==1.10.1"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "TELEMEM_CONFIG": "<YOUR_TELEMEM_CONFIG>",
        "TELEMEM_DEFAULT_USER_ID": "<YOUR_TELEMEM_DEFAULT_USER_ID>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "telemem-mcp": {
      "command": "uvx",
      "args": [
        "telemem==1.10.1"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "TELEMEM_CONFIG": "<YOUR_TELEMEM_CONFIG>",
        "TELEMEM_DEFAULT_USER_ID": "<YOUR_TELEMEM_DEFAULT_USER_ID>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "telemem-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "telemem==1.10.1"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "TELEMEM_CONFIG": "<YOUR_TELEMEM_CONFIG>",
        "TELEMEM_DEFAULT_USER_ID": "<YOUR_TELEMEM_DEFAULT_USER_ID>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "telemem-mcp": {
      "command": "uvx",
      "args": [
        "telemem==1.10.1"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "TELEMEM_CONFIG": "<YOUR_TELEMEM_CONFIG>",
        "TELEMEM_DEFAULT_USER_ID": "<YOUR_TELEMEM_DEFAULT_USER_ID>"
      }
    }
  }
}

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