Long-term & multimodal memory for AI agents — character isolation, video pipeline, MCP server, mem0-compatible
Drift inferred · capture-to-capture
No drift recorded — single capability capture; advisories appear once its surface changes.
transport stdio
verified
reported
listed in the official MCP registry counts 1 tools · 0 res
· 0 prompts
permission surface via code analysis
tools
-
get_memory
prompt-surface
shipped agent-instruction files + hidden-content / dangerous-code findings —
quoted from the analyzed source
analyzed v1.10.0 · analyzer v33 · 3w ago
danger signals1
- dynamic code execution unsafe yaml.load() telemem-1.10.0/tests/test_deepseek_harness.py :28
overlay = yaml.load(stream, Loader=CordisLoader)
evidence-backed
findings quoted directly from the published source artifact — not inferred
code files: 29
filesystem 10
- fs (weak) telemem-1.10.0/examples/quickstart_mm.py :2
from pathlib import Path - fs telemem-1.10.0/telemem/mem0.py :22
from pathlib import Path - fs telemem-1.10.0/telemem/mm_utils/build_database.py :266
# with open(video_caption_json_path, "r") as f: - fs telemem-1.10.0/telemem/mm_utils/frame_caption.py :87
# api_config = json.load(open("api_config.json")) - fs telemem-1.10.0/telemem/mm_utils/memory_utils.py :13
from pathlib import Path - fs telemem-1.10.0/telemem/mm_utils/video_utils.py :2
import shutil - fs telemem-1.10.0/telemem/utils.py :4
from pathlib import Path - fs (weak) telemem-1.10.0/tests/test_deepseek_harness.py :5
from pathlib import Path - fs (weak) telemem-1.10.0/tests/test_minimax.py :21
from pathlib import Path - fs (weak) telemem-1.10.0/tests/test_providers.py :21
from pathlib import Path
network 2
- net telemem-1.10.0/telemem/mm_utils/memory_utils.py :11
import requests - net telemem-1.10.0/telemem/mm_utils/video_utils.py :3
from urllib.parse import urlparse
secrets 5
- secrets telemem-1.10.0/telemem/configs.py :23
"vlm_api_key": os.getenv("OPENAI_API_KEY"), - secrets telemem-1.10.0/telemem/mm_utils/memory_utils.py :322
api_key = os.environ.get("OPENAI_API_KEY") - secrets (weak) telemem-1.10.0/tests/test_minimax.py :307
@unittest.skipUnless(os.environ.get("MINIMAX_API_KEY"), "MINIMAX_API_KEY not set") - secrets (weak) telemem-1.10.0/tests/test_providers.py :175
@unittest.skipUnless(os.getenv("DEEPSEEK_API_KEY"), "DEEPSEEK_API_KEY not set") - secrets (weak) telemem-1.10.0/tests/test_telemem.py :159
api_key = os.environ.get("OPENAI_API_KEY")
tool registrations 1
- get_memory telemem-1.10.0/telemem/mcp/server.py :291
declared dependencies 7
- mcp@>=2.0.0,<3
- opencv-python-headless@*
- nano-vectordb@*
- yt_dlp@*
- azure-identity@*
- requests@*
- telemem@*