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

55 products for AI Infrastructure platforms (0.07 seconds)

Failproof AI

https://befailproof.ai›ai & machine learning›Failproof AI

Failproof AI: Detect and prevent silent failures in your AI agents. - result 41

Sep 7, 2026 - Failproof AI is a comprehensive observability platform designed for AI agents. It helps engineers, founders, and researchers identify and... Read more

5.0(1)1upvote

AI Observability Agent Monitoring AI Failure Handling

1befailproof

Edgee

https://edgee.ai›ai & machine learning›Edgee

Edgee: Fewer tokens, same context for AI coding agents. - result 42

Sep 18, 2026 - Edgee offers Token Compression V2, an AI optimization service engineered for coding agents. It significantly reduces token spend by employing a... Read more

5.0(1)1upvote

AI Optimization Token Compression Coding Agents

1edgee

MakersClaw

https://makersclaw.com›ai & machine learning›MakersClaw

MakersClaw: AI operating system to align company goals with automated agents and workflows. - result 43

Sep 18, 2026 - MakersClaw is an AI-powered operating system designed to transform company goals into actionable agents, workflows, and automations. It... Read more

5.0(1)1upvote

AI Automation AI Agents Business OS

1makersclaw

Classifier.dev

https://classifier.dev›ai & machine learning›Classifier.dev

Classifier.dev: Zero-shot text classification API for agents and developers. - result 44

Sep 19, 2026 - Classifier.dev is an API-first service offering instant zero-shot text classification over plain HTTP, designed for seamless integration without... Read more

5.0(1)1upvote

Text Classification Zero-shot Learning AI API

1classifier

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Infragrid

https://infragrid.ai›ai & machine learning›Infragrid

Infragrid: Turn screen recordings into intelligent AI agents for browser and desktop automation. - result 45

Sep 14, 2026 - Infragrid is an AI-powered automation platform that transforms screen recordings into executable agent workflows. Users can record tasks across... Read more

5.0(1)1upvote

Desktop Automation Browser Automation AI Agents

1infragrid

Tines

https://tines.com›developer tools›Tines

Tines: Build agents & automations integrated across your workspace - result 46

Feb 11, 2026 - Tines offers a secure, trusted, vendor-agnostic platform to build, run, and monitor intelligent workflows. Built with AWS, Claude by Anthropic and React.

5.0(100)553upvotes

Developer Tools

0tines

1Lookup

https://1lookup.com›ai & automation›1Lookup

1Lookup: The #1 tool for validating phone, email and IP data in real time. All through one powerful API. - result 47

May 15, 2026 - The #1 tool for validating phone, email and IP data in real time. All through one powerful API. Built with Next.js, TypeScript and Tailwind CSS.

5.0(101)815upvotes$480k MRR+22.7% MoM

AI & Automation Micro-SaaS

1011lookup

Failproof AI: Detect and prevent silent failures in your AI agents.

5.0(1)

Failproof AI is a comprehensive observability platform designed for AI agents. It helps engineers, founders, and researchers identify and resolve critical issues such as agents getting stuck in loops, hallucinated tool calls, or executing dangerous commands. The platform offers robust monitoring and failure handling capabilities to ensure the reliability and secure operation of advanced AI systems, comparable to leading tools like Langfuse and LangSmith. The Token Times, a monthly AI industry newspaper, is published by Failproof AI as a content resource.

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