Products

Starwell

Uses AIMCPSkill

AI agents hallucinate numbers. Starwell fixes that.

starwell.dev Data & Analytics / Data APIs & Datasets

AI Benchmark
Desktop
Mobile
Monthly visits
<5K
Sep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$19/mo
Lower than 66% of peersNiche median $29/mo
Creators
adarsh4052
No social account linked
Launched
3mo ago
2026-08-19 · Est.

Traffic

Last 12 months
Monthly visitsData through Sep 2026 · Oct 2026 pending
Events2 marketing moves

Marketing moves

Launches, search & content, referrals, promotions

  • Launched on Show HN (2 pts · 1 comments)Launch

    Starwell – give AI agents real statistics instead of made up numbers

    Sep 9 · 2mo agoLaunch page

    At the time: <5K visits/moVisits: next 1 mo -24%1 concurrent move

  • Launched on Show HN (2 pts)Launch

    Starwell – give AI agents real statistics instead of made-up numbers

    Aug 19 · 3mo agoLaunch page

    At the time: <5K visits/mo1 concurrent move

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Agent, MCP & Developer Integration

MCP ServerAgent SkillAPI
Ecosystem & integrations:
ClaudeCursor
Exposed tool capabilities:
Government DataAsk in plain EnglishCross-source analysisSearch the catalogFetch observationsREST API
Browse all MCP Server products →

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Direct30%
  • Organic Search25%
  • Referrals13%
  • Display Ads9%
  • Other23%

Countries

  • United States100%

Search

Domain authority —Domain registered 2026-07-19

KeywordMonthly volume
debt to the penny1,340
starwell800

Traffic data: Vaneform

Pricing

Free
Unknown
500 credits a month · 10,000 data calls a day · 6 analyses per 10 minutes · 60 saved chats
Starter
$19/mo
Billed annually $15/mo-21%
2,000 credits a month · 50,000 data calls a day · 12 analyses per 10 minutes · 200 saved chats
Pro
$99/mo
Billed annually $79/mo-20%
10,000 credits a month · 250,000 data calls a day · 30 analyses per 10 minutes · 500 saved chats
Scale
$499/mo
Billed annually $399/mo-20%
50,000 credits a month · 1,000,000 data calls a day · 60 analyses per 10 minutes · 1,500 saved chats
Organization
Contact sales
Higher volumes

Trial: None · 3 paid tiers ($19–$499) · Up to 21% off annually · Enterprise custom tier · Observed 2026-11-03 · Pricing page

Entry price $19/mo, Lower than 66% of peers; “Data APIs & Datasets” median is $29/mo.View pricing benchmark

Pages & changes

Tracked since 2026-08-19

Key pages

Weekly snapshots
starwell.dev/ Snapshot 2026-11-03

Changes

No pricing, plan, or positioning changes detected since tracking started.

Questions & evidence

How much does Starwell cost?
Free: Unknown; Starter: $19/mo (annual billing available); Pro: $99/mo (annual billing available); Scale: $499/mo (annual billing available); Organization: Contact sales. Observed 2026-11-03. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does Starwell get?
Vaneform estimates <5K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is Starwell and what platforms does it support?
Starwell is catalogued under Data APIs & Datasets: AI agents hallucinate numbers. Starwell fixes that.. Supported platforms: MCP Server, API.

Related products in this category

Data & Analytics / Data APIs & Datasets

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