Ably
Realtime messaging platform for chat, live apps and AI sessions
20 tools in our directory are marked as best for AI product teams, from 9 sections: AI Models & APIs (5), Backend Services (3), Cloud Platforms (3), AI Agents & Assistants (2) and 5 more sections.

Realtime messaging platform for chat, live apps and AI sessions


Fully managed serverless NoSQL database with built-in vector search

Cloud browsers and web APIs that let AI agents use the web




Cloud servers, managed databases and AI infrastructure for developers

Hosted inference and tuning for open AI models

Event-based tracing and debugging for production systems


Open source billing for usage, subscriptions and hybrid pricing

Realtime sync, presence and comments for collaborative apps


SQL streaming database that keeps query results up to date

Embedded integration platform for AI agents and SaaS products


Open source platform for background jobs and durable AI agents

TypeScript framework for AI agents with built-in observability
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