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What it does

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

Description as published by the publisher in the official MCP Registry, read 10 Oct 2026. Not written or verified by Few Servers.

Facts

Registry name	`io.github.TeleAI-UAGI/telemem`
Publisher	GitHub account TeleAI-UAGI Namespace verified by the registry through the publisher's GitHub account.
Category	AI, memory and agents sorted by our keyword rules
Transport	local package (PyPI)
Version	1.10.0
This version published	15 Aug 2026
GitHub stars	493 on teleai-uagi/telemem read from GitHub on 12 Oct 2026. GitHub's count, not a rating by us.
Last seen	10 Oct 2026, in our crawl of the official MCP Registry
Tested by Few Servers	No

PyPI package, as published: telemem · version 1.10.0 · transport stdio
```
uvx telemem
```
Standard run command for PyPI packages. The registry publishes the package name, not a command; check the repository for required arguments.

Install details read from the registry record on 12 Oct 2026. We have not run this server.

The registry record declares a secret value (a key or token) that is not marked required. Declared by the publisher:

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

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