Categories › AI & Agents › Models, LLM APIs, routing, serving, training & GPUs
Chat, image, video, and audio models from many vendors behind one remote MCP server and one key.
Remote server: your requests and data go to api.oneover.com. Claude Code: claude mcp add --transport http oneover https://api.oneover.com/functions/v1/mcp · Claude app: Settings → Connectors → Add custom connector.
The tools this server listed when we connected to it, in its own words.
chat — Stateless chat completion across any text model in your org catalog.generate_image — Generate an image from a text prompt.generate_video — Submit an async video generation job. Returns request_id. If a video card is shown it updates itself and you do not need to poll. Otherwise check_video — Poll a video job until complete or failed. Shows text only. Do not call it repeatedly while a video card is on screen, because that card updgenerate_audio — Generate speech or music audio.list_models — List models visible to your organization.get_usage — Get org credit balance or usage reporting.run_app — Run a Play app (upscale, transform, etc.) against a prompt.list_assets — List API-generated library assets.create_run — Start a durable OneOver run. It keeps going after the client disconnects. Poll with get_run.get_run — Read a durable run and the events after a cursor.get_job — Poll a unified generation job by request_id.build_create — Start a Code Studio build: describe a page or small web app and OneOver writes the files. Returns build_id and build_project_id right away; build_iterate — Send a follow-up instruction to an existing build. Only one build can run on a project at a time.build_status — State of a build: running, complete, failed or stopped, plus file list, credits charged, and the share link once published.build_get_files — Read the files of a build. Pass path to read one file.build_stop — Stop a running build. Files already written are kept. Safe to call twice.build_publish — Publish a build to an unlisted share link at oneover.com/p/<slug>. Needs an HTML file.Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.