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

47 products for AI Agent Management (0.05 seconds)

Descles

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

Descles: Manage, govern, and control your AI agent team. - result 1

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

SuperBased

https://superbased.app›developer tools›SuperBased

SuperBased: The local-first control plane for your AI coding agents. - result 2

Sep 18, 2026 - SuperBased is a local-first, open-source control plane designed for managing AI coding agents directly on your machine. It provides a unified... Read more

5.0(1)1upvote

AI Agent Management Developer Tools Cost Optimization

1superbased

OzBrain

https://ozbrain.com›ai & machine learning›OzBrain

OzBrain: Your team's knowledge, shared with every AI agent & teammate. - result 3

Sep 14, 2026 - OzBrain provides a centralized, shared knowledge layer that acts as a collective brain for your team and all their AI agents. It enables various... Read more

5.0(1)1upvote

AI Knowledge Base Knowledge Management AI Agent Collaboration

1ozbrain

FastRecall

https://fastrecall.ai›ai & machine learning›FastRecall

FastRecall: Context management across AI models for routers and multi-agent systems. - result 4

Sep 17, 2026 - FastRecall offers a lightning-fast, model-agnostic solution for AI context management, designed specifically for AI routers and multi-agent... Read more

5.0(1)1upvote

AI Context Management Multi-Agent AI AI Routers

1fastrecall

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Scan documents online, flatten pages, and remove shadows for print-ready PDFs.
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Lanes Link

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

Lanes Link: Connect & control all your AI agents with one secure, self-hostable endpoint. - result 5

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

Cortex

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

Cortex: The open-source API knowledge layer for developers and AI agents. - result 6

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

ContextBolt

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

ContextBolt: Tools that give your AI context and searchable data. - result 7

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

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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