How do most AI SaaS tools charge (credits vs monthly subscriptions)?

Most modern AI SaaS tools use hybrid pricing: an entry-level monthly subscription that includes a fixed monthly credit quota, paired with pay-as-you-go top-ups for high-volume LLM inference and generation.

Can I find free and open-source AI tools on SaaSearch?

Yes. You can filter listings by pricing model (Free, Freemium, or Paid) and tech stack. Many makers provide 100% free open-source tiers with self-hosting instructions and MIT licenses.

How are MRR and user counts verified for AI startups?

SaaSearch integrates directly with Stripe and Paddle telemetry to verify recurring monthly revenue, growth velocity, and active users, ensuring figures are authentic rather than estimated.

How can AI developers launch their product on SaaSearch?

Founders can submit their AI application for free. Once you add the verified SaaSearch launch badge to your homepage, your listing is published immediately to today's launch leaderboard with zero queue delay.

SaaSearch - The Search Engine for SaaS and AI products

54 products for Edge AI (0.13 seconds)

ContextBolt

https://contextbolt.com›ai & machine learning›ContextBolt

ContextBolt: Tools that give your AI context and searchable data. - result 21

Sep 14, 2026 - ContextBolt provides MCP servers that empower AI agents like Claude, Cursor, and Codex with real-time, otherwise unreachable data. Its suite... Read more

5.0(1)1upvote

AI Context AI Agents SEO Tools

1contextbolt

Cortex

https://cortexdocs.dev›developer tools›Cortex

Cortex: The open-source API knowledge layer for developers and AI agents. - result 22

Sep 14, 2026 - Cortex is an open-source platform designed to unify and streamline API delivery by transforming various API specifications (OpenAPI, GraphQL,... Read more

5.0(1)1upvote

API Management SDK Generation Developer Documentation

1cortexdocs

Fireworks

https://fireworks.ai›ai & machine learning›Fireworks

Fireworks: Own Your Specialized Intelligence - result 23

Sep 20, 2026 - Fireworks offers a foundational AI infrastructure platform designed to empower developers and enterprises to build, train, and serve specialized... Read more

5.0(1)1upvote

AI Infrastructure Model Training Model Inference

1fireworks

Cadbury

https://trycadbury.com›ai & machine learning›Cadbury

Cadbury: A better ChatGPT for NetSuite questions - result 24

Sep 9, 2026 - Cadbury is an AI assistant specifically designed to answer complex NetSuite questions with expert-level accuracy and context. Custom-trained on... Read more

5.0(1)1upvote

NetSuite AI Assistant ERP

1trycadbury

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LockedWeb
Unyielding porn blocker with no off switch for ultimate protection.
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MatrisAI

https://matris.ai›devops›MatrisAI

MatrisAI: Infrastructure and white-label platform for digital agencies. - result 25

Sep 7, 2026 - MatrisAI is an all-in-one SaaS platform designed for digital agencies, web design studios, and marketing firms. It provides a unified dashboard... Read more

5.0(1)1upvote

Agency Platform White-label Website Builder

1matris

byosynch

https://byosynch.com›developer tools›byosynch

byosynch: Sync files across your devices with your own SSH storage, zero-knowledge. - result 26

Sep 7, 2026 - byosynch is a privacy-focused file synchronization tool designed for users who want full control over their data. It enables continuous,... Read more

5.0(1)1upvote

File Sync SSH Data Privacy

1byosynch

Valet

https://valet.dev›productivity›Valet

Valet: Connect your AI agent's work with your team for shared knowledge & collaboration. - result 27

Aug 27, 2026 - Valet solves the problem of AI agent-generated work remaining siloed and undiscoverable within private sessions. It provides a dedicated... Read more

5.0(100)1upvote

Productivity

0valet

ContextBolt: Tools that give your AI context and searchable data.

5.0(1)

ContextBolt provides MCP servers that empower AI agents like Claude, Cursor, and Codex with real-time, otherwise unreachable data. Its suite includes ContextBolt SEO, offering live keyword, SERP, and backlink data, and ContextBolt Bookmarks, a searchable bookmark manager for sources like X, Reddit, and LinkedIn. Designed for researchers, marketers, developers, and founders, ContextBolt integrates seamlessly with a single line of configuration. This platform ensures local-first data processing and no vendor lock-in, significantly enhancing the utility and knowledge base of your AI agents.

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