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

32 products for Open source MatrisAI alternatives (0.02 seconds)

Lanes LinkAd

https://lanes.sh›ai & automation›Lanes Link

Lanes Link: Connect & control all your AI agents with one secure, self-hostable endpoint.

Lanes Link is a private, self-hostable Multi-Context Provider (MCP) designed to streamline AI agent integrations. It centralizes all your... Read more

5.0(1)1upvote

AI Agents AI Integration Access Control

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MatrisAI

https://matris.ai›devops›MatrisAI

MatrisAI: Infrastructure and white-label platform for digital agencies. - result 1

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

Pen

https://pen.dev›design & creative›Pen

Pen: An agentic canvas for building bold software. - result 2

Sep 17, 2026 - Pen is an innovative agentic canvas designed for rapidly building and prototyping software. It allows users to import components from any app,... Read more

5.0(1)1upvote

AI Design UI/UX Design Prototyping

1pen

Famulor

https://famulor.io›ai & machine learning›Famulor

Famulor: White-label voice AI platform for agencies and resellers. - result 3

Sep 15, 2026 - Famulor offers a comprehensive white-label platform enabling agencies and resellers to launch and manage custom voice AI solutions under their... Read more

5.0(1)1upvote

Voice AI White-label AI Agents

1famulor

Tarkle

https://tarkle.com›saas›Tarkle

Tarkle is the white-label infrastructure for agencies and startups. From client portals and file sharing to contracto... - result 4

May 15, 2026 - Tarkle is the white-label infrastructure for agencies and startups. From client portals and file sharing to contractor management and creative... Read more

5.0(2)23upvotes$285 MRR−61.3% MoM

Micro-SaaS

2tarkle

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ChatDash, LLC

https://chatdash-llc.com›ai & automation›ChatDash, LLC

ChatDash, LLC: ChatDash is a white-labeled AI assistant dashboard solution tailor-made for agencies, enabling them to provide client... - result 5

May 15, 2026 - ChatDash is a white-labeled AI assistant dashboard solution tailor-made for agencies, enabling them to provide clients with a customizable,... Read more

5.0(63)505upvotes$18.7k MRR−18.5% MoM

AI & Automation Micro-SaaS

63chatdash-llc

Refresh Kiwi

https://refresh.kiwi›marketing & seo›Refresh Kiwi

Refresh Kiwi: 2 minutes. One new website. - result 6

Sep 6, 2026 - Refresh Kiwi rapidly transforms existing websites, Google listings, or business descriptions into fresh, modern websites in about two minutes.... Read more

5.0(1)1upvote

Website Builder Small Business No-Code

1refresh

Forge

https://forge.page›productivity›Forge

Forge: Streamline bookings, proposals, and payments with one integrated calendar. - result 7

Sep 16, 2026 - Forge is an all-in-one SaaS platform designed for professionals who sell their time, such as freelancers, consultants, and designers. It... Read more

5.0(1)1upvote

Booking Page Calendar Management Invoicing

1forge

Lanes Link: Connect & control all your AI agents with one secure, self-hostable endpoint.

5.0(1)

Lanes Link is a private, self-hostable Multi-Context Provider (MCP) designed to streamline AI agent integrations. It centralizes all your accounts, memory, and skills, making them accessible to any authorized AI agent through a single endpoint. Users can create flexible Access Profiles to precisely control which accounts and actions each agent can access, ensuring robust security and privacy. Offering integrations with over 100 providers, Lanes Link can be deployed on your machine, in your own cloud, or via their managed service using the same open-source code. It's ideal for individuals and teams looking to manage personal assistants, company internal agents, or build secure agent infrastructure.

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