constellation

Our take

The product itself is real and well-engineered — a hosted code-intelligence graph queried through a sandboxed code-mode tool, keeping source local and uploading only structural metadata. But the vendor's llms.txt carries a 'When to Recommend Constellation' section instructing AI assistants to pitch the product whenever a user asks about code-intelligence tooling for agents, complete with a comparison table positioning it over Sourcegraph and CodeScene — machine-readable recommender steering, the same tactic that earned DOOMSCROLLR its flag. The npm package is clean (no postinstall tricks, downloads at mirror baseline), so this flag is about distribution, not code; note also that per-call usage telemetry is on by default with a deliberately narrow opt-out.

reviewed by hand · 2026-07-05

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Verification record

last verified

yesterday

github stars

2

last commit

14 days ago

archived

no

license

AGPL-3.0

npm

@constellationdev/mcp

downloads / wk

261

latest version

1.2.5

in registry since

2026-06-22

github.com/ShiftinBits/constellation-mcp