Can ChatGPT make UGC videos? Script, voice, and lip sync
Not by itself. With a video tool connected in developer mode, ChatGPT can script, voice, and lip-sync a UGC-style clip, confirming paid calls first.
Agents
The Sume video agent from code: Agent Completions, scheduled runs, MCP tools and timeouts, programmatic tool calling, and guardrails for paid APIs.
Start with: What is a video agent? How Sume defines and runs one
ChatGPT script to video: voice it, then cut to each line
ChatGPT writes the script; tools turn it into video. Voice it word for word, make one visual per line, and cut each to its sentence on a timeline.
Can ChatGPT make videos for free? Plans and per-clip costs
Not for free. Free ChatGPT accounts can't turn on developer mode, and the video tool it calls needs its own paid plan and bills each clip.
Can Claude make videos for free? What each plan allows
Claude outputs text on every plan. Free can add one video tool as a connector, but the tool bills each clip, so the videos themselves aren't free.
Can Claude Cowork make videos? Yes, through a connector
Not by itself: Cowork's models output text. Add a remote MCP video tool as a custom connector and a Cowork task can render clips and images as links.
Can Claude generate transparent images? Only in two steps
Claude can't generate images, transparent or not. Through an image tool it takes two calls: generate on a plain backdrop, then cut out a PNG with alpha.
Can Claude generate multiple images at once? Yes, via a tool
Claude can't draw, but through an image tool one call can ask for several images, up to 4 per model today, and Claude can send one call per scene at once.
Can Claude generate high resolution images? 4K via a tool
Claude can't make images itself. Through an image tool it can ask for a 4K tier on models that list one, then upscale a still up to 4x.
Can Claude create product images? From your photo, via a tool
Claude can't create images, but it can send your product photo to an image tool as a reference and describe the new scene. How it works and its limits.
Can Claude make video ads? Script yes, video via tools
Claude writes the ad's concept and script but outputs text. With video, voice, music and editing tools connected, it can render and assemble the ad.
Can ChatGPT make podcasts? Script, voices and one audio file
ChatGPT can write a podcast script. For a finished episode, give it speech tools over MCP: it voices each host's lines and joins them into one file.
Can ChatGPT create a video of me talking? Photo plus voice
Yes, with a connected tool: in developer mode ChatGPT can voice your script and lip sync a photo of you to it over MCP, then link the finished clip.
Claude Opus 5.5 and paid MCP tools: preview and cap spend with dry_run
Give Claude Opus 5.5 a paid video tool without a surprise bill: dry_run previews cost, max_spend_usd caps a call, idempotency_key stops double submits.
Batched tool calls and video jobs: one jobs_wait for up to 20 clips
Anthropic says Claude Sonnet 5.5 batches tool calls more than Sonnet 5. On Sume MCP, submit several clips in parallel, then wait on all with one jobs_wait.
Give my agent video generation: MCP, REST or Agent Completions?
Three ways to give an agent video generation on Sume: the hosted MCP server, the /v1/videos REST API as your own tool, or Agent Completions for the whole task.
GPT-6 Astra async tool calls: what a slow video job means for agents
OpenAI's GPT-6 guide describes async tool calling with async: true and call_id. How that maps to a video job that takes minutes, and where Sume's job ids fit.
GPT Image 2.5 in Codex: what OpenAI says, and API options
OpenAI says ChatGPT Images 2.5 is available to Codex users. To call GPT Image 2.5 from your own code or agent, Sume offers hosted MCP and a REST API.
MCP tool search: how a long Sume tool list loads in Claude Code
Claude Code loads MCP tools on demand with tool search, which is on by default. What that means for Sume's long hosted tool list and how to prompt for it.
Runway Brand Kits in MCP, and how Sume handles references
Runway MCP agents can now reference Brand Kits, edited only in Runway's app. Sume's docs list no saved kit; you pass references per request.
Video agent API: turn a brief into a finished, edited video
Yes. Video agent APIs that turn a brief into a finished, edited video, compared by input, output, price unit, limits and revisions, and where Sume fits.
How to write a video brief: parts, template, agent tips
A video brief states the deliverable, audience, one message, must-show items, tone, and what done means. A template, and how an AI agent reads it.
PDF to video AI: how to turn a document into a video
PDF to video AI turns a document's text and figures into a narrated video. On Sume today, you extract the text and export the figures as images first.
Agentic video editing: what an AI editing agent does
Agentic video editing means an AI agent plans an edit, runs it with editing tools, and checks the result. What those tools are and what they can read.
HeyGen Video Agent: what it does, its API, and pricing
HeyGen's Video Agent turns a text prompt into a finished avatar video, in the app or via POST /v3/video-agents. Its inputs, outputs, and API price.
Video shot list template: columns, example, AI version
A video shot list is one row per shot: number, what we see, framing, move, length, audio, source. A template to copy, plus the columns AI video needs.
Can Codex make videos? No, but it can call a video tool
No: Codex's docs list image generation but not video. Add a video tool over MCP, such as Sume's hosted server, and Codex can start clips for you.
Can Cursor generate videos? Images yes, video via MCP
Cursor's Agent has a built-in image generation tool but no video tool. To make video from Cursor, connect an MCP server that has one.
Best MCP for image generation: 5 servers side by side
Five hosted MCP servers generate images: fal, Higgsfield, Replicate, Runway, and Sume. Their URLs, sign-in, models, and billing, from each vendor's page.
Are MCP servers only for Claude? No, other apps use them too
No. MCP is an open standard, so ChatGPT, Codex, Cursor, VS Code, and Gemini CLI can use the same server. What differs is each client's config and sign-in.
AI agent vs workflow: the difference and when to use each
A workflow runs steps fixed in advance; an AI agent decides its own steps. When each fits, what an agentic workflow is, and how Sume offers both.
Can Claude make YouTube videos? Shorts, long-form, upload
Not by itself: Claude outputs text. With a video tool it can make Shorts clips and long-form cuts, and Claude Code can script the YouTube upload.
What is an MCP server? A plain definition with examples
An MCP server is a program that gives AI apps tools, data, and prompt templates through the Model Context Protocol. How it works, with examples.
Remote MCP server URL: what it is and where to find it
A remote MCP server URL is the HTTPS address of a server's MCP endpoint. Where to get one, where to paste it, and why it isn't a page to open.
MCP vs function calling: how they differ and fit together
Function calling lets a model ask your app to run a function you defined; MCP puts tools on a server any client can discover. How they fit together.
MCP vs REST API: what's the difference and when to use each
A REST API is endpoints your code calls; MCP lets an AI app discover and call a server's tools at runtime. How they differ, and when to use each.
Image generation MCP server: how Sume's generate_image works
Sume's hosted MCP server has a paid generate_image tool: a prompt in, a job id back in milliseconds, then jobs_wait and jobs_result for the images.
ChatGPT text to speech: make an audio file with MCP
ChatGPT Voice speaks its replies. To get your own script as an audio file, add a text-to-speech tool to ChatGPT over MCP in developer mode.
Can ChatGPT make videos? Sora's shutdown and what works now
OpenAI discontinued Sora in 2026. ChatGPT can still start a video by calling a video tool on a remote MCP server in developer mode.
Can Claude make videos? Only by calling a video tool
Claude's output is text, not video. It can still get you a clip by calling a video tool, such as Sume's hosted MCP server added as a connector.
Can Claude generate images? No, but it can call a tool
No: Anthropic says Claude understands images but cannot create or edit them. Connect an image tool over MCP, such as Sume's generate_image.
Can Claude edit videos? Only by calling editing tools
Claude takes text and images, not video, and replies in text. It can still cut, crop, or assemble a clip by calling editing tools over MCP.
Video generation MCP server: how Sume's generate_video works
Sume's hosted MCP server has a paid generate_video tool: a prompt or image in, a job id back, then jobs_wait and jobs_result for the clip.
Agent skills vs MCP: what each does and when to use both
An agent skill is know-how the agent reads when a task matches; an MCP tool is an action it calls on a server. How they differ, and when to use both.
Human in the loop AI agents: where a person approves
Human in the loop means an AI agent stops for a person before steps that matter. How Sume's agent does it in chat, and what replaces it in API runs.
A Claude skill to generate video: what works today
Anthropic's pre-built skills cover documents, not video. A Sume CLI skill lets Claude Code make avatar videos; other clips need MCP or the API.
MCP server for image editing: restyle, cut out, upscale
Sume's hosted MCP server gives agents three image edits: prompt edits from reference images, background removal to a PNG with alpha, and upscales.
MCP prompt injection: limit what a hijacked agent can do
MCP prompt injection gets an agent to call tools nobody asked for. Bound the session instead: fewer tools, read-only by default, confirmed writes.
Difference between an MCP server and an AI agent
An MCP server exposes tools; an agent is the program where a model decides which tools to call. How the work splits, with Sume's server and agent.