A blazing-fast, local-first AI agent ecosystem. Orchestrate local LLMs with Python, run them in a native Rust terminal, or integrate directly into your editor via ACP.
- tool safety inferred + 12
- 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.
grade last moved 2d ago · see ecosystem CVEs →
- A · 12 → A · 9
- A · 0 → A · 12
No known CVEs for this server.
- high tool shadowing run_command
tool "run_command" shadows a verified server's tool
analyzed commit ccf7d07 · analyzer v33 · 3d ago
skills & prompt files 1
[](https://mcpobservatory.com/servers/github:nMaroulis/protoagent/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 nMaroulis.