github Python analyzed 1438011

Forbidden0005/Project-Iceberg

github

Local-first AI assistant with Multi-LLM backends, MCP tool servers, autonomous execution. Web UI + CLI. What you see is just the tip of the iceberg.

maintainer
Forbidden0005
licence
first seen
2026-06-25
last seen
2026-09-08
releases · 30d
0
short id
risk 59/100 · heuristic grade
C elevated inferred analyzer v33 (current)
  • capability exposure inferred + 35
  • recent drift inferred + 12
  • tool safety inferred + 12

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.

grade last moved 2h ago · see ecosystem CVEs →

risk trajectory 7 movements
  • D · 67 C · 59
  • C · 59 D · 67
  • C · 47 C · 59
  • C · 59 C · 47
  • D · 67 C · 59
  • C · 59 D · 67
  • A · 0 C · 59
capability exposure grade factor +35
Inferred surface — each links to servers holding it:
vulnerabilities 0 CVEs

No known CVEs for this server.

tool safety 2 findings · grade factor +12
  1. high dangerous code

    committed secret: Slack token

  2. 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

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

analyzed commit 1438011 · analyzer v33 · 1d ago

skills & prompt files 1

danger signals1

other grade factors evidence elsewhere
embed badge readme-ready
live risk-grade badge preview [![MCP Observatory risk grade](https://mcpobservatory.com/servers/github:Forbidden0005/Project-Iceberg/badge.svg)](https://mcpobservatory.com/servers/github:Forbidden0005/Project-Iceberg/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 Forbidden0005.