Mindcase

What is Mindcase?

Mindcase is a web data platform that turns public pages into clean, structured records through ready-made APIs. It covers sources like LinkedIn, Instagram, X, Reddit, Amazon, and Google Maps, runs everything server-side, and plugs into AI agents over MCP. You pay only for the rows you get back, with no seats.

Top Features:

• Ready-made APIs: about 79 live endpoints return profiles, posts, products, reviews, and places.
• MCP connection: agents in Claude Code can query live web data mid-task.
• Custom sources: the team builds new APIs for sites not yet covered.

Use Cases:

• Lead lists: pull company employees and titles from LinkedIn for sales prospecting.
• Local scans: gather Google Maps places with ratings, hours, and contact details.
• Review mining: collect Amazon reviews and ratings to study how customers feel.

Who Can Use Mindcase?

• AI engineers: feed agents structured web data without maintaining scrapers or proxies.
• Sales teams: enrich CRM records with current job titles and company data.
• Analysts: build market study datasets from social, retail, and review sites.

Pricing

• Credit pack ($19.99): twenty dollars of usage credit that never expires, no subscription.
• Bonus packs ($99.99 to $1,000): larger top-ups add 10 to 30 percent extra usage credit.
• Enterprise (contact sales): custom data pipelines and fully managed runs for budgets over $5,000.

Pros and Cons

Pros:

• Pay per row: costs track records returned, such as 0.4 cents per profile.
• No upkeep: proxies, parsing, and site changes are handled server-side for you.
• Agent ready: built-in MCP support lets AI agents call data sources directly.

Cons:

• Prepaid only: usage runs on prepaid credit with no ongoing free tier.
• Platform rules: scraping social sites may raise legal and terms of service questions.
• Fixed schemas: each API returns set fields, so unusual data needs custom work.

FAQs:

1) Which platforms does it cover?

LinkedIn, Instagram, X, Reddit, Amazon, Google Maps, YouTube, TikTok, and more.

2) Does it work with AI agents?

Yes, it connects over MCP so agents can pull data mid-task.

3) How is usage billed?

You buy prepaid credit, and each API charges per row returned.

4) Do credits expire?

No, purchased credits never expire, so unused balance stays available.

5) Can it cover unlisted sites?

Yes, the team can build a custom API or managed pipeline for you.