Local-first cost & token tracking for Claude Code, Cursor, Codex & 23 more AI coding agents — proxy-accurate per-model spend, an MCP server your agent can query, and an opt-in team rollup. 100% local, no telemetry.
- capability exposure inferred + 22
- recent drift inferred + 12
- 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.
graded 8m ago · see ecosystem CVEs →
- B · 23 → C · 43
No known CVEs for this server.
- high dangerous code
committed secret: OpenAI key, GitHub token
analyzed commit 506d359 · analyzer v28 · 3h ago
danger signals6
- committed secret OpenAI key superbasedapp-observer-506d359/internal/adapter/kilocode/adapter_test.go :719
sk-AAA…(47 chars, redacted) - committed secret GitHub token superbasedapp-observer-506d359/internal/scrub/scrub_test.go :20
ghp_aa…(40 chars, redacted) - committed secret OpenAI key superbasedapp-observer-506d359/testdata/grok/home/.grok/sessions/%2Fhome%2Fdev%2Fdemo/019f0000-0000-7000-8000-000000000001/chat_history.jsonl :2
sk-liv…(28 chars, redacted) - committed secret OpenAI key superbasedapp-observer-506d359/testdata/grok/home/.grok/sessions/%2Fhome%2Fdev%2Fdemo/019f0000-0000-7000-8000-000000000001/updates.jsonl :1
sk-liv…(28 chars, redacted) - committed secret OpenAI key superbasedapp-observer-506d359/testdata/kirocli/flat-with-metadata.jsonl :1
sk-aaa…(43 chars, redacted) - committed secret GitHub token superbasedapp-observer-506d359/testdata/scrub/sensitive-commands.txt :3
ghp_aa…(40 chars, redacted)
- recent drift +12 capability drift →
[](https://mcpobservatory.com/servers/github:marmutapp/superbased-observer/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 marmutapp.