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

31 products for Top AI Observability software (0.09 seconds)

Resume Builder CVAd

https://resume-builder.cv›hr & hiring›Resume Builder CV

Resume Builder CV: Supercharge your resume with an AI co-pilot and live ATS score checker.

Resume Builder CV is a free AI tool for job seekers, from freshers to professionals, enabling quick creation of ATS-optimized resumes. It... Read more

5.0(2)1upvote

Resume Builder AI Assistant Job Search

Visit site

TrackMCP

https://trackmcp.com›analytics & data›TrackMCP

TrackMCP: Analytics and observability for your Model Context Protocol servers. - result 1

Sep 6, 2026 - TrackMCP is an analytics and observability platform specifically built for teams shipping Model Context Protocol (MCP) servers. It provides... Read more

5.0(1)1upvote

Model Context Protocol Server Analytics Observability

1trackmcp

MCPVault

https://mcpvault.io›developer tools›MCPVault

MCPVault: The independent directory for Model Context Protocol (MCP) servers. - result 2

Sep 5, 2026 - MCPVault is the definitive independent directory and search engine for Model Context Protocol (MCP) servers, built for developers. It offers a... Read more

5.0(1)1upvote

Server Directory Model Context Protocol API Discovery

1mcpvault

Umami

https://umamiengine.com›analytics & data›Umami

Umami: Open-source web analytics for understanding traffic and building integrations. - result 3

Sep 18, 2026 - Umami is an open-source web analytics platform designed to help users understand their website traffic and build robust data integrations. It... Read more

5.0(1)1upvote

Web Analytics Open Source Website Traffic

1umamiengine

Forth MCP

https://forthmcp.com›developer tools›Forth MCP

Forth MCP: Securely connect local MCP servers to any AI client without port forwarding. - result 4

Aug 30, 2026 - Forth MCP is a hosted relay service designed to securely expose local, NAT'd, or firewalled Model-Client Protocol (MCP) servers to AI clients... Read more

5.0(100)1upvote

AI Integration Secure Connectivity Network Tunneling

0forthmcp

Top launches of the week

Highest upvote velocity and momentum this week

View all weekly launches

Ad
Swytch
Database Consistency at Cache Speeds
5.0(1)·1 upvote·1 comment
NutriFit
AI-powered personalized nutrition, activity & health tracking platform.
5.0(1)·2 upvotes·1 comment
Resume Builder CV
Supercharge your resume with an AI co-pilot and live ATS score checker.
5.0(2)·1 upvote·2 comments
Epilude Notetaker
Stay in the meeting. Leave with the notes.
5.0(2)·1 upvote·2 comments
Revinho
Know what’s driving your software business
5.0(2)·1 upvote·2 comments
Swytch
Database Consistency at Cache Speeds
5.0(1)·1 upvote·1 comment
Stivio
AI Image to Video Generator: Turn photos into HD clips.
5.0(1)·1 upvote·1 comment
Telly
Hands-free Mac control with natural voice commands.
5.0(1)·1 upvote·1 comment
Web Document Scanner
Scan documents online, flatten pages, and remove shadows for print-ready PDFs.
5.0(1)·1 upvote·1 comment

Viaduct

https://c4.quietgridlabs.com›developer tools›Viaduct

Viaduct: C4 Modeling Tool with an MCP Server for AI Coding Agents - result 5

Sep 7, 2026 - Viaduct is an innovative C4 modeling tool designed to help software development teams create, maintain, and interact with live architecture... Read more

5.0(1)1upvote

C4 Modeling Architecture Diagramming AI Integration

1c4

Lanes Link

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

Lanes Link: Connect & control all your AI agents with one secure, self-hostable endpoint. - result 6

Sep 5, 2026 - 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

1lanes

Simple Analytics

https://simpleanalytics.com›saas›Simple Analytics

Simple Analytics: We build and sell software for businesses. - result 7

May 15, 2026 - We build and sell software for businesses. Built with Next.js, TypeScript and Tailwind CSS.

5.0(101)809upvotes$45k MRR+3.2% MoM

Micro-SaaS

101simpleanalytics

Resume Builder CV: Supercharge your resume with an AI co-pilot and live ATS score checker.

5.0(2)

Resume Builder CV is a free AI tool for job seekers, from freshers to professionals, enabling quick creation of ATS-optimized resumes. It features an interactive AI co-pilot for dynamic drafting, rewriting, and tailoring, eliminating manual editing and formatting hassles for better job application success. Key Features & Capabilities: • Interactive AI co-pilot • Live ATS score checker • ATS-optimized resume creation • Eliminates manual editing & formatting

View listing