Agent tooling & MCP

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Superflows

63Score 63 out of 100 — Fair

superflows.ai

Superflows provides an AI product assistant that software products can embed, helping users ask questions and complete tasks in the software they use. It also describes open-source tooling for building product assistants.

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Oasis — Where humans and agents come to work.

58Score 58 out of 100 — Below the bar

joinoasis.com

A collaborative workspace where humans and AI agents operate together in shared 'rooms' with synchronized context, memory, policies, and approval workflows.

Cabina

58Score 58 out of 100 — Below the bar

cabina.ai

Cabina.AI is an AI workspace that brings chat, PDF analysis, file analysis, audio transcription, video and image generation, summarization, image in-paint editing, and prompt tools into one platform.

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Air

51Score 51 out of 100 — Below the bar

air.dev

JetBrains Air is a system for building software with agents. It works with agents users already use and agents that can connect through ACP.