Your AI agents don't understand your codebase.
constellationdev.io SourceAI Models & Agents / Agent Tools & MCP Servers
- Monthly visits
- <5K
- Oct 2026
- Public revenue
- Undisclosed
- No public revenue evidence yet
- Entry price
- $29/mo
- Higher than 71% of peersNiche median $19/mo
- Launched
- 6mo ago
- 2026-05-12 · Est.
Traffic
Last 12 months
Marketing moves
Launches, search & content, referrals, promotionsLaunched on DevHuntLaunch
Constellation — Codebase Understanding for AI Coding Agents
May 12 · 6mo agoLaunch page
Open Source & Agent Ecosystem
GitHub · MCP / Skill
- GitHub Stars
- Public repo
- Forks
- —
- License
- See repository
- Primary language
- —
- Exposed tool capabilities:
- Codebase Knowledge Graph
Traffic sources
Oct 2026
Traffic breakdown
Channels
- Direct30%
- Organic Search25%
- Referrals12%
- Display Ads9%
- Other23%
Countries
- United States100%
Search
Domain authority —Domain registered 2025-09-11
| Keyword | Monthly volume |
|---|---|
| agent plugins | 2,630 |
| constellation ai | 140 |
| crimson constellation log in | 30 |
Traffic data: Vaneform
Pricing
Public pricing: SubscriptionRaw source text; structured plans are extracted after website capture.
Pages & changes
Tracked since 2026-11-09
Key pages
Weekly snapshotsNo page snapshots yet. Once followed, home and pricing pages are captured weekly.
Changes
No pricing, plan, or positioning changes detected since tracking started.
Questions & evidence
- How much does Constellation cost?
- The catalog records a monthly entry price of $29. Plan details and current billing terms are not yet available.
- How much website traffic does Constellation get?
- Vaneform estimates <5K website visits in 2026-10. Visits can include repeat visits; this estimate does not measure paying customers or revenue.Source
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