FSV AI MCP for coding agents

Give your agent a business to run

FSV AI connects your coding agent to the jobs that actually pay: clipping, ad verdicts, property scouting, site checks. It runs them where you already write code.

How to install Try live demo

Connected in two minutes.

Included with every paid FSV AI plan. See plans →

Approve it in your browser

Your browser opens fsvworld.com. The consent screen names exactly what you are granting: the MCP tools and nothing else. No API key to paste, and the token cannot touch your account, your billing or your saved work. If it does not open by itself, run /mcp in Claude Code and pick fsv-ai.

Start prompting

Ask it to clip a video, price a job before you spend, scout a street or check a site. Same engine as the app, same credits.

claude code fsv-ai connected · 18 tools

> Turn the workshop walkthrough into clips for this week. ⏺ I'll see what the server exposes, price it, then send the file. ⏺ fsv-ai - tools/list (MCP) ⎿ 18 tools (clip, scout, seo, ads) ⏺ fsv-ai - clip_quote (MCP)(minutes: 47) ⎿ 94 credits · 250 available ⏺ fsv-ai - clip_start (MCP)(file: workshop-tour.mp4) ⎿ Running… (0s) ⎿ 3 clips · 9:16 · captions burned inworkshop-01.mp4~~0:38 · 9:16~~workshop-02.mp4~~0:44 · 9:16~~workshop-03.mp4~~0:31 · 9:16~~ ⏺ Done. Three vertical clips, captions burned in. ⠋ Percolating… (0s) · esc to interrupt>

? for shortcuts auto-accept edits on

What it does before it builds.

Your agent gets the tools

Eighteen of them, discovered the moment you connect. Clipping, ad verdicts, property search and site checks, described well enough that the agent picks the right one without being told.

One key, one door

A single JSON-RPC endpoint behind OAuth. The consent screen names the one path it can reach, and that promise is enforced by an allowlist rather than by documentation.

The same engine as the app

Every tool calls the web app's own code. Nothing is re-implemented, so the MCP surface cannot drift into charging differently or skipping a check the browser path makes.

WHAT YOUR AGENT CAN DO

Clipping

clip_studio_statusreads only

Credits, engine health and recent jobs.

clip_quotereads only

What a video will cost, before you spend it.

clip_start

Starts a job. Returns an id straight away.

clip_statusreads only

How far along a job is, and the clips when it is done.

clip_downloadreads only

Direct links to a finished job's clips. They expire.

Property scout

scout_searchreads only

Short-term-rental property near a UK town or postcode.

scout_paste

Shortlists an Airbnb link you found yourself.

scout_shortlist

Shortlists one from the search, with a caption drafted.

scout_savedreads only

Everything already shortlisted on this account.

scout_draft

An outreach message. Text back to you, nothing sent.

scout_reel

The generic drone reel. Nobody's property in it.

scout_video

A property video, from photographs the host supplied.

scout_video_statusreads only

How far along a video is, and the file when it lands.

Site checks

seo_auditreads only

Title, headings, links, robots and sitemap for one page.

seo_speedreads only

Google PageSpeed for one page, on your own key.

Ad verdicts

ads_summaryreads only

Every campaign, judged against what is normal for your trade.

ads_import

A verdict on a report from Meta, Google or TikTok Ads.

ads_vertical

Which trade the campaigns are judged against.

Ten of the eighteen only read. Nothing sends, posts or publishes on its own: scout_draft hands back the words and stops, and the property video refuses any photograph the host did not supply. Anything that spends credits quotes first.

HOW IT WORKS

Connect

Add the server, approve it in your browser.

Ask

Describe the job in your own words.

Call

The agent picks the tool and calls it.

Work

It runs here, on the same queue as the app.

Ship

Clips, verdicts or drafts come back to your editor.

Works in Claude CodeCursorWindsurfCodex

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