github Python analyzed d235827

frontier-ai-next/gMAS

github

Dynamic graph runtime for building, adapting, and observing multi-agent LLM systems in Python.

maintainer
frontier-ai-next
license
MIT
first seen
2026-07-22
last seen
2026-07-22
releases · 30d
0
short id

Drift inferred · capture-to-capture

  1. HIGH code analysis flagged dynamic code execution ×2 in frontier-ai-next/gMAS
capabilities 0 tools
transport streamable-http counts 0 tools · 0 res · 0 prompts permission surface via code analysis

No tools enumerated yet for this server.

skills & danger signals github-tarball
prompt-surface shipped agent-instruction files + hidden-content / dangerous-code findings — quoted from the analyzed source

analyzed commit d235827 · analyzer v28 · 1d ago

skills & prompt files 1

danger signals2

code evidence vHEAD · github-tarball
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 168

filesystem 15

  • fs frontier-ai-next-gMAS-d235827/src/gmas/callbacks/handlers/file.py :5 from pathlib import Path
  • fs frontier-ai-next-gMAS-d235827/src/gmas/config/settings.py :2 from pathlib import Path
  • fs frontier-ai-next-gMAS-d235827/src/gmas/core/gnn.py :14 from pathlib import Path
  • fs frontier-ai-next-gMAS-d235827/src/gmas/core/visualization.py :21 from pathlib import Path
  • fs frontier-ai-next-gMAS-d235827/src/gmas/tools/code_interpreter.py :14 from pathlib import Path
  • fs frontier-ai-next-gMAS-d235827/src/gmas/tools/computer_use/client.py :18 from pathlib import Path
  • fs frontier-ai-next-gMAS-d235827/src/gmas/tools/computer_use/linux.py :17 import shutil
  • fs frontier-ai-next-gMAS-d235827/src/gmas/tools/computer_use/macos.py :20 import shutil
  • fs frontier-ai-next-gMAS-d235827/src/gmas/tools/computer_use/mock.py :13 from pathlib import Path
  • fs frontier-ai-next-gMAS-d235827/src/gmas/tools/computer_use/models.py :8 from pathlib import Path
  • fs frontier-ai-next-gMAS-d235827/src/gmas/tools/computer_use/windows.py :19 from pathlib import Path
  • fs frontier-ai-next-gMAS-d235827/src/gmas/tools/file_search.py :10 from pathlib import Path
  • fs frontier-ai-next-gMAS-d235827/src/gmas/tools/web_search/_fetchers.py :11 from pathlib import Path
  • fs frontier-ai-next-gMAS-d235827/src/gmas/utils/env.py :5 from pathlib import Path
  • fs frontier-ai-next-gMAS-d235827/src/gmas/utils/state_storage.py :2 from pathlib import Path

shell / exec 5

  • shell frontier-ai-next-gMAS-d235827/src/gmas/tools/code_interpreter.py :10 import subprocess
  • shell frontier-ai-next-gMAS-d235827/src/gmas/tools/computer_use/linux.py :18 import subprocess
  • shell frontier-ai-next-gMAS-d235827/src/gmas/tools/computer_use/macos.py :21 import subprocess
  • shell frontier-ai-next-gMAS-d235827/src/gmas/tools/computer_use/windows.py :16 import subprocess
  • shell frontier-ai-next-gMAS-d235827/src/gmas/tools/shell.py :9 import subprocess

network 6

  • net frontier-ai-next-gMAS-d235827/src/gmas/tools/llm_integration.py :425 import httpx
  • net frontier-ai-next-gMAS-d235827/src/gmas/tools/mcp_client.py :15 import httpx
  • net frontier-ai-next-gMAS-d235827/src/gmas/tools/web_search/_fetchers.py :6 import urllib.error
  • net frontier-ai-next-gMAS-d235827/src/gmas/tools/web_search/_providers.py :8 import urllib.error
  • net frontier-ai-next-gMAS-d235827/src/gmas/tools/web_search/_tool.py :8 import urllib.error
  • net frontier-ai-next-gMAS-d235827/src/gmas/tools/web_search/_utils.py :4 import urllib.parse

declared dependencies 32

  • mcp@>=1.26.0
  • rustworkx@>=0.17.1
  • pydantic@>=2.12.5
  • pydantic-settings@>=2.13.1
  • torch@>=2.11.0
  • loguru@>=0.7.3
  • openai@>=2.30.0
  • httpx@>=0.28.1
  • semver@>=3.0.4
  • ddgs@>=9.11.4
  • selectolax@>=0.4.7
  • selenium@>=4.41.0
  • sentence-transformers@>=5.3.0
  • torch-geometric@>=2.7.0
  • graphviz@>=0.21
  • matplotlib@>=3.10.8
  • pillow@>=12.1.1
  • linux@*
  • darwin@*
  • win32@*
  • pywin32@>=311; sys_platform ==
  • langgraph@>=1.1.3
  • langchain-core@>=1.2.22
  • numpy@>=2.4.3
  • scipy@>=1.17.1
  • datasets@>=4.8.4
  • langchain-community@>=0.4.1
  • playwright@>=1.59.0
  • beautifulsoup4@>=4.14.3
  • tqdm@>=4.66.0
  • langchain-openai@>=1.2.1
  • langchain@>=1.3.1

clipboard 1

  • clipboard shell call frontier-ai-next-gMAS-d235827/src/gmas/tools/computer_use/linux.py :194 self._has_xclip = _has_command("xclip")