The best AI-agent gigs vanish in hours. We score every one.
AgentScout tails Upwork, LinkedIn, Wellfound and more, scores each AI-agent and automation job 1 to 10 with Claude, and pings your Telegram the moment a strong one posts.
Three steps, running around the clock.
No feeds to check, no keywords to babysit. AgentScout does the watching so you only see the jobs worth your time.
We watch the wire
Every two hours AgentScout sweeps Upwork, LinkedIn, Wellfound, Freelancer, PeoplePerHour and Reddit for anything agent- or automation-shaped.
Claude rates it 1 to 10
Each posting is read in full and scored on budget, stack fit, and recency. Only jobs that clear 7 are worth interrupting you for.
It lands on your phone
A Telegram alert arrives with the score, the budget, and a one-tap Apply link, usually within two hours of the job going live.
Every job gets a number, so you can trust the ping.
Claude reads the whole posting and rates it on the four things that decide whether a job is actually worth chasing.
- budget Real money, verified payment, above your floor.
- stack fit Agents, LLM apps, LangChain, n8n, Claude, MCP, RAG.
- recency Fresh postings, caught before the flood of applicants.
- signal A real brief from a real buyer, not a fishing post.
What it watches
Six sources, one watchlist of the signals that mean agent work. Tuned so you catch the real thing and skip the noise.
The alert lands on your phone. So does the proposal.
No dashboard to babysit. A qualifying job arrives as a Telegram message with its score, budget and a one-tap Apply link, usually within two hours of posting. Want it? Reply /draft and AgentScout researches the client and writes the proposal for you.
- alert Real-time pings the moment a strong job posts, scored so you know it's worth the tap.
- /draft A tailored proposal, client researched and ready to send. Free for founding members.
- /pause Mute the alerts anytime, resume the second you're back on the hunt.
Proposal ready. Client is a seed-stage legal-AI startup scaling agent reliability under lawyer-grade scrutiny.
"I build multi-agent pipelines that hold up in production, evaluation baked in from day one. For your citation-checking flow, I'd start by…"
Start free. Upgrade when the alerts start paying for themselves.
- Daily digest, top 3 scored picks
- Weekly AI-agent market report
- Real-time Telegram alerts
- The full list, every scan
- /draft proposal writer
- Weekly market report
- Everything in Pro
- /draft proposal writer, free
- Rate locked forever
Good to know
How do alerts reach me?
Over Telegram. Subscribe on Substack, open the paid access post for your code, and send /activate to the bot. Alerts start immediately.
How fast is "real-time"?
The scanner runs every two hours, so a qualifying job reaches you within a couple of hours of posting, well ahead of most applicants.
What counts as a match?
Anything squarely AI-agent or automation, agents, LLM apps, Claude/OpenAI, n8n, Make, Zapier, LangChain, RAG, MCP, scoring 7 or higher.
Freelance or full-time?
Both. Upwork and Freelancer gigs and salaried roles at real companies (LinkedIn, Wellfound) are scored on their own merits.
Can I pause?
Yes, send /pause to the bot anytime, /resume when you're back.
What does /draft do?
It researches the client and writes a tailored proposal for that exact job, yours to send in one tap. Free for founding members.