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io.github.TeleAI-UAGI/telemem

io.github.TeleAI-UAGI/telemem·v1.7.1·Memory & RAG

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

Trust verdict · v1 advisory · method
NOT YET SCREENEDno verdict on file

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.

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Environment variables
OPENAI_API_KEY
secret

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

TELEMEM_CONFIG

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

TELEMEM_DEFAULT_USER_ID

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

MCP quality score · maturity, not trust · methodology
freshness
25
completeness
10
installability
25
documentation
15
stability
10
Alternatives in Memory & RAG