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Music-generation workspace for creating songs from prompts, then remixing and editing tracks.
Free: 50 daily credits, noncommercial use and no monthly song-download allowance. Paid plans add monthly credits and download quotas; commercial rights follow the terms. Others’ song remixes have separate restrictions.
Open-source workspace for coordinating coding agents, reviewing changes, and working across agent providers.
Free MIT-licensed software; install and authenticate a supported coding-agent CLI. Mobile and web access connect to a running computer; provider usage costs are separate.
Federated learning platform for training across mobile devices, browsers and separate organizational data sources.
Engineering integration is required for federated training across mobile, browser, or separate organization data. FedML is distinct from TensorOpera's Teamily assistant; confirm platform access and pricing.
Fine-tune language models with supervised learning or reinforcement learning while a managed service runs the training infrastructure.
An account and developer integration are required. Training and sampling are billed by token usage, with separate checkpoint-storage charges. Inkling serverless inference is beta; intensive production access has a separate waitlist. Check current models and rates before starting a run.
AI builder for designing, editing, and publishing full-stack web applications with GitHub and Vercel integration.
Free access currently lists seven messages per day. Paid plans add model access, credits and team/security options. The iOS app and API v2 are available; API credentials, deployments and connected services have their own setup and cost requirements.
Desktop terminal and coding-agent workspace for developing software and coordinating command-line tasks.
Free terminal with limited cloud features; agent usage uses paid credits or your own provider. The client is open source; cloud Factories and enterprise APIs have separate access terms.
Track model experiments and artifacts, and evaluate or debug AI applications with traces and evaluations.
Part of CoreWeave Forge. Free covers personal development within storage/ingestion limits; Pro offers a 30-day trial with team eligibility rules. Inference and other services have separate usage charges.
Add web search, page extraction, cited answers, and multi-step research to an application or AI agent through hosted APIs and MCP access.
API use requires platform account setup and an API key, with metered charges by endpoint or returned page. The pricing page documents limited free MCP search without an API key and introductory API credit; this does not make every API endpoint free. Confirm credit and billing conditions in the platform.
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