AI agent use cases (26)
Community builds are linked to the builder's own page. "From vendor descriptions" means the use case is what the tool makers say their products do.
Watch a non-smart boiler with a camera and AI alerts
A landlord pointed a Tapo camera at a rental's boiler; AI reads the error display and zone lights and texts him when something looks wrong. The code is public.
Import bank statements and plan transfers with Claude over MCP
The builder of Stoke Money, a cash-flow forecasting app, connects it to Claude via MCP to import PDF bank statements, tag vacation spending and plan transfers between accounts.
Answer restaurant calls and take reservations with a voice AI
Slang.ai and Loman describe AI phone agents that answer restaurant calls, book reservations and take orders around the clock.
Answer service-business calls and book jobs with AI
Avoca, Sameday and Hatch describe AI agents that answer calls for home service businesses, qualify leads and book appointments.
Measure a roof from aerial imagery or photos
EagleView, Hover, Roofr and RoofSnap describe roof measurement from aerial imagery or phone photos to build estimates.
Auto-measure takeoffs from construction drawings
Togal.AI says it detects, measures and labels spaces on architectural drawings; STACK and ProEst offer digital takeoff for estimators.
Review pull requests automatically with an AI reviewer
CodeRabbit, Greptile and Qodo describe AI code review that comments on pull requests with codebase context.
Hand a coding task to an autonomous agent
Devin, Cursor, GitHub Copilot and Windsurf describe agents that take a task or issue and produce code changes for review.
Build a web app by describing it
Lovable, Bolt, Replit and v0 describe building working apps and websites from plain-language prompts.
Take meeting notes and action items without typing
Otter, Fireflies, Fathom, tl;dv and Granola describe AI that transcribes or notes meetings and pulls out action items.
Automate a multi-app workflow with an AI agent
Zapier, Make and n8n describe building AI workflows and agents that connect many apps.
Resolve customer support tickets with an AI agent
Intercom (Fin), Zendesk, Decagon, Sierra and Ada describe AI agents that resolve customer service conversations end to end.
Research prospects and enrich lead lists
Clay, Apollo.io and Bardeen describe pulling and enriching contact and company data for outbound sales.
Run outbound prospecting with AI SDR agents
11x, Artisan and Regie.ai describe AI agents that prospect, email and follow up with leads.
Get cited answers from scientific papers
Elicit, Consensus, scite and Undermind describe searching research literature and returning answers with citations.
Turn long videos into short social clips
OpusClip, Captions and VEED describe AI that cuts long videos into short clips and adds captions.
Make a training video with an AI avatar
Synthesia, HeyGen and Colossyan describe AI avatar videos generated from a script.
Categorize transactions and reconcile books with AI
Booke AI, Digits, Zeni and Puzzle describe AI bookkeeping that categorizes transactions and helps close the books.
Automate accounts payable invoice processing
Vic.ai, BILL and Tipalti describe automating bill capture, approval and payment.
Track food costs from restaurant invoices
MarginEdge, Restaurant365 and Craftable describe processing invoices and tracking food and beverage costs.
Forecast restaurant demand and build staff schedules
Lineup.ai, PreciTaste and 7shifts describe demand forecasting, prep planning and staff scheduling.
Ask for and respond to customer reviews automatically
Podium, Birdeye, NiceJob and Broadly describe automating review requests and review management for local businesses.
Track your brand's visibility in AI search answers
Surfer, Writesonic, Semrush and the open-source Canonry describe tracking how often a brand appears in AI answers.
See which secrets a coding agent can reach
Heldkeys lists the credentials an AI agent can access on a machine or in CI; aws-safebox is a proof-of-concept command guardrail for AWS work.
Check legal citations an AI may have made up
CiteProof checks brief citations and quotes against public court records before filing.
Find federal contract opportunities with an AI agent
Firmenza says its AI employee watches a SAM.gov registration and finds matching federal contracts.
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