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Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option
io.github.TeleAI-UAGI/telemem is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 78/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding io.github.TeleAI-UAGI/telemem to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
uvx telemem==1.10.1Review the upstream source before running this command.
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-10-23T11:09:44.463518Z",
"publishedAt": "2026-10-23T11:09:44.463518Z",
"statusChangedAt": "2026-10-23T11:09:44.463518Z"
}
},
"server": {
"name": "io.github.TeleAI-UAGI/telemem",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "1.10.1",
"packages": [
{
"version": "1.10.1",
"transport": {
"type": "stdio"
},
"identifier": "telemem",
"runtimeHint": "uvx",
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"environmentVariables": [
{
"name": "OPENAI_API_KEY",
"isSecret": true,
"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)"
}
]
}
],
"repository": {
"url": "https://github.com/TeleAI-UAGI/telemem",
"source": "github"
},
"description": "Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option"
}
}