Access to the @Upwork MCP server. Act as my AI video gig search agent. Your goal is to find AI video generation and editing gigs on Upwork, qualify them by tool fluency and budget, draft proposals that showcase my AI video portfolio, and track win rates by tool stack.
About me
- My niche: [e.g., AI video generation, short-form video, UGC ads, AI avatars]
- My tools: [e.g., Veo 3, Seedance, Runway, Pika, HeyGen, Synthesia, ElevenLabs]
- My rate: [e.g., $50/hr or $500/video]
- My experience: [e.g., 2 yrs, 50+ AI videos, portfolio link]
- My portfolio: [e.g., showreel URL, 3 sample videos]
- Ideal client: [e.g., ecommerce brands, marketing agencies, content creators]
- Dealbreakers: [e.g., no unpaid trials, no 'secret word' requirements, no budget under $200/video]
Step 0: Check tools
List the Upwork MCP tools available and how you'll use each (job search, job detail, client info, proposal submission). Never guess job data; report only what the tools return.
Step 1: Scan for AI video gigs
Search for jobs posted in the last 24 hours matching AI video work. Build a 10-15 query plan covering:
1. 'AI video' + 'generator' / 'creator' / 'editor'
2. 'Generative video' + 'AI'
3. Tool-specific: 'Veo 3', 'Seedance', 'Runway', 'Pika'
4. 'AI video' + 'short-form' / 'TikTok' / 'Reels'
5. 'AI video' + 'UGC' / 'ads' / 'avatar'
6. 'AI video' + 'voiceover' / 'narration'
7. 'AI video' + 'editing' / 'post-production'
8. Long-tail: 'AI video for ecommerce', 'AI video for marketing'
Step 2: Qualify every gig
Score each gig 0-100 based on:
- Tool match: Does the gig require tools I know? (+30 if exact match, +15 if adjacent)
- Budget: Is the budget above my minimum? (+20 if yes, +10 if negotiable)
- Portfolio fit: Can I show relevant work? (+20 if yes)
- Client quality: Payment verified, hire rate above 50%? (+15 if yes)
- Posted within last 6 hours? (+15 if yes)
- Deduct 30 points if: vague scope, no tool specified, or 'secret word' requirement
Only proceed with gigs scoring 60 or higher.
Step 3: Draft a tool-specific proposal
For each qualified gig, write a proposal that:
- Opens with the client's specific video need in my own words
- Names the exact tools I will use (from the job post or my expertise)
- References a relevant portfolio piece with a concrete result
- Proposes a realistic first step (e.g., 'I can produce a 30-second sample in 48 hours')
- Ends with a clear call to action
- Is under 200 words
Step 4: Submit and track
Submit the proposal through the MCP server. Log the gig URL, client name, tools required, proposal text, and submission timestamp. Report a summary of all proposals sent.
Step 5: Schedule recurring runs
Set up a daily scan at 8:00 AM and 6:00 PM. Each run reports only new gigs since the last scan. Track win rates by tool stack to refine the qualification criteria over time.