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

94 products for AI Management (0.04 seconds)

Descles

https://descles.com›ai & machine learning›Descles

Descles: Manage, govern, and control your AI agent team. - result 11

Sep 14, 2026 - Descles is an agent control plane designed to help teams effectively manage and govern their AI agents. It allows users to plug in existing... Read more

5.0(1)1upvote

AI Agent Management AI Governance Agent Control Plane

1descles

Giraffe

https://withgiraffe.com›ai & machine learning›Giraffe

Giraffe: Keep what you figure out with AI, organized by project. - result 12

Sep 15, 2026 - Giraffe is an AI memory and project management tool designed to capture and organize the valuable insights, decisions, and current truths... Read more

5.0(1)1upvote

AI Knowledge Management AI Workflow Project Management

1withgiraffe

Brainloot

https://brainloot.io›developer tools›Brainloot

Brainloot: Project management for game teams with Unity & Unreal native bridges. - result 13

Sep 14, 2026 - Brainloot is a dedicated project management software tailored for game development teams. It offers native bridges for Unity and Unreal Engine,... Read more

5.0(1)1upvote

Game Development Project Management Unity

1brainloot

GrabThat

https://grabthat.ai›ai & machine learning›GrabThat

GrabThat: Simple AI for natural language access to local documents. - result 14

Sep 15, 2026 - GrabThat is a configurable Windows desktop hub designed for businesses that want to integrate AI without disrupting existing workflows. It uses... Read more

5.0(1)1upvote

Local AI Natural Language Processing Desktop App

1grabthat

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SkillHub

https://getskillhub.com›ai & machine learning›SkillHub

SkillHub: Empower your team to build and manage Claude AI skills collaboratively. - result 15

Sep 17, 2026 - SkillHub is a collaborative platform designed to empower entire teams to build and manage AI skills for Claude. It provides an intuitive,... Read more

5.0(1)1upvote

AI Skill Management Claude AI Team Collaboration

1getskillhub

Bulkgrid

https://bulkgrid.com›ai & machine learning›Bulkgrid

Bulkgrid: Better AI Answers From Sources You Trust - result 16

Sep 15, 2026 - Bulkgrid is a SaaS platform designed to empower AI agents with accurate and verifiable information by transforming websites and GitHub... Read more

5.0(1)1upvote

AI Knowledge Base AI Grounding Information Retrieval

1bulkgrid

Open WebUI

https://openwebui.com›ai & machine learning›Open WebUI

Open WebUI: The freedom AI stack. Run AI on your own terms. - result 17

Sep 19, 2026 - Open WebUI is a self-hosted AI platform designed to give users complete control over their artificial intelligence operations. It allows... Read more

5.0(1)1upvote

Self-hosted AI AI Platform AI Interface

1openwebui

Descles: Manage, govern, and control your AI agent team.

5.0(1)

Descles is an agent control plane designed to help teams effectively manage and govern their AI agents. It allows users to plug in existing agents, gain real-time visibility into agent activities like tool calls, enforce operational budgets, and implement approval workflows for model-proposed actions. By integrating with various AI SDKs (e.g., OpenAI, Anthropic), Descles provides a unified console for governance, identity scoping, and reviewing agent actions, ensuring control over fast-moving AI deployments. It solves the critical challenge of maintaining oversight, security, and compliance for AI agent teams.

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