Evaluate products for your team: inspect official sources, integration resources, and published implementation evidence. Vendors can launch a product and measure the path from evaluation to adoption.
6 organic products match the current filter set.
The newest approved tools in the graph.
Creative AI · Commercial
An independent third-party AI video creation service with paid credit packages. The site states that it is not affiliated with or endorsed by Luma. No free-credit benefit is included in this listing.
Use the current filters to draft a build or document what you find.
Launch intelligence
Connect discovery, evaluation, and implementation evidence in a company workspace. Retained usage requires authorized tracking; launch traffic and saves alone do not establish adoption.
Free company workspaces require a work email. There is no pricing or self-checkout; paid enterprise access is provisioned manually after a sales call and agreement.
Saves show interest. Published projects show implementation claims. Verified usage is labeled separately. Sponsored placements never establish product fit.
Creative AI · Freemium
Create AI images and videos for e-commerce products, content and marketing. Supports text-to-image, image-to-image, text-to-video, image-to-video and batch creation. A one-time trial credit grant is available, with paid subscription plans for continued use.
Creative AI · Freemium
Create music from text prompts or lyrics, including instrumental and vocal tracks. Registration credits cover a first preview; further generations and downloads require payment.
Creative AI · Commercial
Animate still images with AI-generated motion and cinematic camera effects. The public product supports Animate and Cinematic modes; Talking Photo and Follow Motion are listed as coming soon. Paid credit plans are available.
Creative AI · Freemium
Generate image descriptions, alt-text drafts, image prompts and OCR text. Try one guest analysis without signing in; sign in for more credits and paid options.
Creative AI · Commercial
Turn two portrait photos into a template-based duet performance video. Sign in and pay per video, with 480p, 720p and 1080p options.
Build ideas from public releases
These curated starting points link to primary sources so you can inspect a release, try it in a small project, and record what you find. A listed release does not establish developer adoption.
Evaluate an MCP release in a working coding-agent integration. Review the official release, test a concrete workflow, and document the result for your team.
Evaluate persistent Responses API WebSocket connections with previous_response_id continuation. Test tool calls, connection handling, and latency in a bounded implementation before wider adoption.
Try ACP-compatible coding agents through the AI SDK HarnessAgent interface. Check runtime compatibility, MCP connections, session handling, and sandbox behavior in a working evaluation.
Evaluate Exa web search through AI Gateway. Compare grounding, citation quality, model fallbacks, and request traces against your research workflow.
Evaluate Cloudflare Agents SDK tracing across model calls, tool runs, approvals, token usage, and Workers runtime operations. Record which failures and costs your team can inspect.