A science agent supporting any general AI agent in performing data management operations at scale. Builds upon the heritage of the IOWarp platform and proudly represents work done at Gnosis Research Center at Illinois Tech. Supported by NSF.
- capability exposure inferred + 35
- recent drift inferred + 12
- tool safety inferred + 5
- trust mitigators mixed − 3
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.
graded 2m ago · see ecosystem CVEs →
- B · 32 → C · 49
- A · 0 → B · 32
No known CVEs for this server.
- medium dangerous code
dynamic exec: __import__(), eval()/exec()
analyzed commit e0d1e88 · analyzer v28 · 17h ago
skills & prompt files 6
- agent-rules iowarp-clio-agent-e0d1e88/.claude/CLAUDE.md
- skill iowarp-clio-agent-e0d1e88/.claude/skills/grind-clio-case/SKILL.md
- skill iowarp-clio-agent-e0d1e88/.claude/skills/release-clio/SKILL.md
- agent-rules iowarp-clio-agent-e0d1e88/AGENTS.md
- prompt-file iowarp-clio-agent-e0d1e88/ai-docs/claude-agent-sdk/system-prompt.md
- skill iowarp-clio-agent-e0d1e88/src/clio_agent/gact/builtin_skills/planning/SKILL.md
danger signals2
- dynamic code execution __import__() iowarp-clio-agent-e0d1e88/tests/test_gact/test_agent_blueprints.py :3166
if __import__( - dynamic code execution eval()/exec() iowarp-clio-agent-e0d1e88/tests/test_gact/test_artifacts_s7_export.py :590
exec(first_cell, {"__name__": "__main__"}) # noqa: S102
- recent drift +12 capability drift →
[](https://mcpobservatory.com/servers/github:iowarp/clio-agent/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 iowarp.