io.github.TeleAI-UAGI/telemem
Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option
Verdict not yet evaluated for this tool. The semantic screen takes adversarial cases first; coverage rolls out as the corpus expands (15/150 labels to graduation). The deterministic conformance probe is built but has not yet run on the public corpus, so a recorded verdict here is REVIEW or UNVERIFIED, never a clearing ALLOW. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: the eval, four-state verdict, honest limits.
Own this server? Screen its description →
OPENAI_API_KEYAPI key for the default OpenAI LLM/embedder (not needed with a local TELEMEM_CONFIG)
TELEMEM_CONFIGPath to a TeleMem YAML/JSON config, e.g. the fully-local Ollama + FAISS setup (config/config.ollama.yaml)
TELEMEM_DEFAULT_USER_IDDefault memory scope when tool calls omit user_id/agent_id/run_id (default: telemem-mcp)
Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or any MCP client.
Privacy-first work tracking with summaries, reports, coaching, and AI-ready long-term memory.
Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and more.