TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.
- capability exposure inferred + 32
- recent drift inferred + 20
- tool safety inferred + 12
- trust mitigators mixed − 8
inferred mixed
The A–E grade is our heuristic synthesis — a "review this" prompt, not a verdict. Each factor is tagged by what backs it: attested (a verifiable record), reported (a third party's claim), or inferred (our own heuristic, e.g. permissions). See methodology.
grade last moved 3d ago · see ecosystem CVEs →
- C · 48 → C · 56
- C · 56 → C · 48
- C · 48 → C · 56
- C · 53 → C · 48
- A · 3 → C · 53
No known CVEs for this server.
- high dangerous code
committed secret: OpenAI key · dynamic exec: unsafe yaml.load()
- medium dangerous code
env-secret-flows-to-network-py: An environment value reaches a network call. Review whether it is a credential leaving the process; the ordinary API-wrapper shape (read a key, call
- medium dangerous code
env-secret-flows-to-network-py: An environment value reaches a network call. Review whether it is a credential leaving the process; the ordinary API-wrapper shape (read a key, call
analyzed commit 4f11e89 · analyzer v33 · 2d ago
danger signals4
- dynamic code execution unsafe yaml.load() TeleAI-UAGI-telemem-4f11e89/tests/test_deepseek_harness.py :28
overlay = yaml.load(stream, Loader=CordisLoader) - suspicious endpoint 117.145.68.73 TeleAI-UAGI-telemem-4f11e89/baselines/memobase/locomo-benchmark/src/memobase_client/memobase_search.py :48
base_url="http://117.145.68.73:20091/v1",#"https://dashscope.aliyuncs.com/compatible-mode/v1", - committed secret OpenAI key TeleAI-UAGI-telemem-4f11e89/baselines/memobase/locomo-benchmark/metrics/llm_judge.py :11
sk-550…(35 chars, redacted) - committed secret OpenAI key TeleAI-UAGI-telemem-4f11e89/baselines/memobase/locomo-benchmark/src/memobase_client/memobase_search.py :62
sk-550…(35 chars, redacted)
- recent drift +20 capability drift →
[](https://mcpobservatory.com/servers/github:TeleAI-UAGI/telemem/security) Heuristic, inferred signals — false positives (legitimately powerful tools, forks, language ports) are expected. Treat each as "review this", not a verdict. See the ecosystem-wide picture on the security hub, or the fleet security of TeleAI-UAGI.