github analyzed 4d27996

heshengtao/comfyui_LLM_party

github

LLM Agent Framework in ComfyUI includes MCP sever, Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt nodes,access to Feishu,discord,and adapts to all llms with similar openai / aisuite interfaces, such as o1,ollama, gemini, grok, qwen, GLM, deepseek, kimi,doubao. Adapted to local llms, vlm, gguf such as llama-3.3 Janus-Pro, Linkage graphRAG

maintainer
heshengtao
license
AGPL-3.0
first seen
2026-06-01
last seen
2026-06-04
releases · 30d
0
short id
risk77/100 · heuristic grade
D high
  • capability exposureinferred+35
  • recent driftinferred+12
  • tool safetyinferred+24
  • abandonmentinferred+6

inferred

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.

graded 15m ago · see ecosystem CVEs →

risk trajectory1 movements
  • A · 6D · 77
capability exposuregrade factor +35
Inferred surface — each links to servers holding it:
vulnerabilities0 CVEs

no known CVEs for this server.

tool safety2 findings · grade factor +24
  1. highdangerous code

    dynamic exec: eval()/exec()

  2. highhidden prompt content

    2 file(s) with hidden prompt content: heshengtao-comfyui_LLM_party-4d27996/file/README.md (hidden-unicode), heshengtao-comfyui_LLM_party-4d27996/README.md (hidden-unicode): "C‹U+2…

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

analyzed commit 4d27996 · analyzer v17 · 1h ago

skills & prompt files 2

  • ⚠ hidden: readme: hidden-unicodeheshengtao-comfyui_LLM_party-4d27996/README.md:30C‹U+200C›‹U+200C›‹U+FEFF›‹U+200B›‹U+FEFF›‹U+200E›‹U+FEFF›‹U+200B›‹U+FEFF›‹U+200E›‹U+200F›‹U+200B›‹U+FEFF›‹U+200D›‹U+200E›‹U+200B›‹U+FEFF›‹U+200E›‹U+FEFF›‹U+200B›‹U+FEFF›‹U+200E›‹U+200F›‹U+200B›‹U+FEFF
  • ⚠ hidden: readme: hidden-unicodeheshengtao-comfyui_LLM_party-4d27996/file/README.md:31C‹U+200C›‹U+200C›‹U+FEFF›‹U+200B›‹U+FEFF›‹U+200E›‹U+FEFF›‹U+200B›‹U+FEFF›‹U+200E›‹U+200F›‹U+200B›‹U+FEFF›‹U+200D›‹U+200E›‹U+200B›‹U+FEFF›‹U+200E›‹U+FEFF›‹U+200B›‹U+FEFF›‹U+200E›‹U+200F›‹U+200B›‹U+FEFF

danger signals2

other grade factorsevidence elsewhere
embed badgereadme-ready
live risk-grade badge preview [![MCP Observatory risk grade](https://mcpobservatory.com/servers/github:heshengtao/comfyui_LLM_party/badge.svg)](https://mcpobservatory.com/servers/github:heshengtao/comfyui_LLM_party/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 heshengtao.