Video editing tools with an MCP server, compared by what the assistant can do

The short answer

This page weighs seven tools against one narrow question. If you work in Claude, ChatGPT or Cursor, what can the assistant actually do inside each video tool, which plan lets it, and what happens before a credit is spent?

For finding clips in a long video and exporting them, GPT-Video's MCP connector has eight tools, and the two that cost credits need an explicit confirm. GPT-Video is our own product and sits at the top, with its limits spelled out. Opus Clip has the longest tool list and includes posting, but its tool calls start at Pro Beta. Kapwing, invideo and Pictory give an assistant other jobs. Zebracat and Vizard put more weight on a REST API.

Everything about the other six comes from their own pages, read on 2026-10-04. Prices are monthly unless a line says otherwise.

How we compared them

One question decided the order of the checks. Suppose you type a request to an assistant that is connected to the tool. What happens?

• What the assistant can do. Find clips, edit, export, schedule or post, or only a narrower job.
• Which plan allows it. Some servers are open to any account and some sit behind an API plan or a beta.
• What stands in front of a charge. A confirm step, a usage cap, a rate limit, or nothing we could find.
• What it costs to try. The first paid plan, with its unit.

Where a page did not say, the table below reads "Not confirmed". That means we could not find it, and it does not mean the tool lacks it. No score sits behind the ranking. GPT-Video goes first because we wrote it, and the rest follow roughly by how closely their assistant connection matches the clip-and-export job.

1. GPT-Video (find clips and export them from the assistant)

This one is ours, so treat what follows as our claim. The connector is one remote address that Claude, ChatGPT and Cursor can all use. It has eight tools. Six only read or prepare things, such as creating a project, setting captions, aspect ratio and clip length, listing clips with scores and timecodes, and checking a running job. Two more tools carry the paid work. find_clips reads the whole source and selects the strong moments, while export_clip produces a single vertical MP4.

Both paid tools refuse to run without an explicit confirm. Asking twice returns the job already running, and each connection is held to 30 spending jobs an hour. Credits are taken when the work is queued and are not returned if it fails.

The assistant cannot upload the video, because create_project returns an upload link and the file goes in by your own hand. Nothing generates footage, and nothing schedules or posts. The same account can also call the GPT-Video REST API on a Creator or Studio plan. No plan tier is named for the connector, and the paid tools need credits on the account. No plan is free on a lasting basis. New sign-ups who confirm their email receive free access holding 50 credits, which lapses after 14 days and needs no card, and places in it are limited. The cheapest paid plan is Starter, $19 a month. An hour of source in Standard is 60 credits, or $4.56 at $0.076 a minute (60 times 0.076). The setup steps live in the MCP docs.

2. Opus Clip (the longest tool list, with posting)

Opus Clip runs a hosted MCP server and a separate connector for Claude.ai. Together they expose 29 tools covering clipping, editing, export, scheduling and posting, so an assistant can carry a clip from a long recording to a scheduled post. Around it sit a Video Editing API, a Scheduler API, Zapier, and XML export for Premiere Pro and DaVinci Resolve.

Access is gated. Tool calls need Pro Beta, Max or Business, and the help pages describe Pro-tier access as beta without saying when that ends. Pro costs $29 monthly with 300 credits, one per source minute, which is about $0.097 a minute (29 divided by 300), against our $0.076. Starter at $15 does not include the tool calls.

The protection we could find is a cap and no confirm step. The cap is 15 hours or 900 credits per workspace each month, with 4 projects at a time and a floor of 10 credits per project. Each clip posted to X takes another 3 credits. If you want an assistant to run a whole clip-to-post routine and you accept a beta, this is the most complete connection on the page. See our Opus Clip comparison for the rest.

3. Zebracat (an API-first generator)

Zebracat makes new videos from text, scripts, links or audio. An assistant that drives it would be creating a video, not cutting your long one, and nothing we read shows it working on long recordings. Over MCP it reaches Claude, Cursor and OpenAI agents, and no-code connectors for Zapier, Make and n8n are on offer too.

The REST API is the better documented route. It uses an API key and webhooks and has six endpoints: video generation, agentic video, translation, voice cloning, AI characters and scheduling. We could not find which of those the MCP connectors expose, or whether any step asks for confirmation before it spends.

The access rules are unclear. The pricing page puts API access under Enterprise, from $599 a month. The API page offers pay-as-you-go access from $10, billed per video by length and resolution. We could not settle which applies to the MCP connectors. On its plan cards, the app plans start at Cat Mode, $39 for 15 videos and 350 generative credits, with videos up to 2 minutes, and credits do not roll over.

4. Pictory (an MCP server tied to an API plan)

Pictory builds videos out of scripts, articles, slides and web addresses, and a highlights feature pulls key moments from longer recordings. Its MCP server is the least self-serve here. The credentials have to be requested from Pictory by email, so the server belongs to an API plan.

API Self-Serve is $79 a month on annual billing, or $99 month to month with 600 video minutes. Dividing 99 by 600 gives about $0.165 per exported video minute, a figure about output and not about source. Extra credits come as 120 for $49.

Our notes do not list the individual tools, so we cannot tell you whether an assistant can find highlights, edit or export, and no confirm step is described. Face-tracking reframe and scheduling are not described either. The monthly minute allowance refreshes on the 1st and unused minutes vanish. A 14-day trial exists on the app side, after which downloads need a subscription.

5. invideo (timelines, color and audio)

invideo aims its remote MCP server at editing. It describes professional timeline editing, color correction and audio mixing, plus generation of images, video and audio. Claude Code, Codex and Cursor can all reach it. You sign in with your invideo account and no API key is involved.

It is the broadest creative toolbox on this page and the least like clipping. The pages say nothing about turning a long video into clips, and they leave open which plan the MCP server needs or whether a step asks before it spends. A REST API is not confirmed either.

What the assistant spends is variable. Credits go to generative models and agent actions, at a price per model, for example roughly 30 credits for one 5-second Seedance 2.0 Fast result at 720p. The vendor may change those costs at any time with no warning. Pricing was served in euros. Starter is €20 per seat for 400 credits a month, and it gets only the Lite agent and no Seedance. A no-cost plan has a weekly quota that resets on Mondays.

6. Kapwing (subtitles, dubbing and export)

Kapwing has an MCP connector for Claude and ChatGPT. Its listed tools handle uploads, fetching finished exports, subtitling, translating subtitles and dubbing. Clip generation is not among them, even though Repurpose Studio makes clips in the app, so an assistant can polish and translate a video but we found no way for it to find clips.

Whether you can use it today depends on which Kapwing page you believe. The connector's landing page says any account can use it and that it draws on workspace credits. Its help article says beta testers only, with a later release to Pro, Business and Enterprise. Check inside your own account before you pay for it.

On Pro, 1,000 credits cost $24 a month, and subtitles use 1 credit per minute, so a minute of subtitles is $0.024 (24 divided by 1,000). Dubbing costs 10 credits per 30 seconds. The credit price of a Repurpose run is missing from the pages we read. Failed processing jobs return their credits, no confirm step is described, no REST API is documented, and the allowance refreshes on the 1st with nothing carried over.

7. Vizard (an API-key Skill, not an MCP server)

We found no MCP server from Vizard itself. What it offers is a Skill that Claude Code and Cursor can load, which authenticates with an API key, plus a REST API with public documentation and an n8n template. A third-party MCP listing exists, and it is not Vizard's.

Through the API, code can create and query projects and publish a clip to a connected account right away or at a scheduled time, on TikTok, YouTube, Instagram, Facebook, X and LinkedIn. We could not confirm which of those calls the Skill exposes. Where the API is used, the scheduling route is more direct than ours, which stops at the file. API access is for paid plans only. Rate limits are 3 calls a minute and 20 an hour on Creator, and 10 and 60 on Business.

Creator costs $29 monthly and holds 600 credits, one per uploaded minute, which is about $0.048 a minute (29 divided by 600). Credits are deducted once per project. A single upload cannot exceed 600 minutes. No confirm step is described, so the rate limit is the only brake we found.

Side by side

How to choose

Decide which task you want the assistant to carry.

• Find clips and export them, with a confirm before each charge. GPT-Video. You upload the file yourself, and posting is yours too.
• Run the whole routine to a scheduled post. Opus Clip, if you accept a beta tier and a monthly cap. Vizard is the other route, through its API.
• Polish, translate or dub a video you already have. Kapwing, after you check which plan the connector needs.
• Build or edit a timeline and generate footage. invideo.
• Generate new videos from text or links. Zebracat, or Pictory if you can get its API credentials.

If clips from a file you upload are the job, the Starter plan at $19 a month, listed on the pricing page, is the place to begin, and the Editor Assistant does the same edits from a chat inside the app. The alternatives hub has the wider comparisons.