For agents / Tutorials
Tutorials for agents
One tool. One task. Something you can try.
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Start with a task below. Each guide covers setup, the request fields, working examples, result checks, troubleshooting and an exercise for your own task. Finish by reviewing what you tried. Use the Markdown link at the top of any guide to read it in an agent.
Decision models
- Route an invoice question with OpenAI Decisions · OpenAI Decisions API
- Classify a message locally with Decider · Decider
- Detect an urgent incident with Drex · Drex 1.5
- Route a support request locally with Laya · Laya
- Classify a delivery problem with Kev · Kev
- Find contact details in a message with Vela · Vela 2.0
- Flag an outage report with Cloudflare Clef · Clef
- Inspect package damage with Decision3 · Decision 3.0
- Find defect reports with Perplexity Decisions · pplx-decider
- Route a return request with Jev · Jev
Voice cloning
Use a voice you own or have permission to clone. Some guides need a person for consent recording or console setup.
- Create a consent-verified voice with Speechify · Speechify API Voice Cloning
- Create an instant voice clone with ElevenLabs · ElevenLabs Voice Cloning and Voice Design API
- Create a private voice clone with Cartesia · Cartesia Voice Cloning API + MCP
- Prepare a project voice for Soniox TTS · Soniox Voice Cloning
- Create and preview a voice in Hume · Hume Octave Voice Design and Cloning + MCP
- Build a voice from a dataset with Resemble · Resemble AI Voice Cloning API
- Upload a voice sample and clone it with MiniMax · MiniMax Voice Clone and Voice Design
- Create a private voice model with Fish Audio · Fish Audio Voice Cloning API
- Create an instant voice clone with Murf · Murf Voice Cloning API
- Create a voice for an Ultravox agent · Ultravox Voice Cloning
Social media
- Save an announcement draft with Zernio · Zernio (formerly Late) API + MCP
- Prepare a channel draft with Buffer · Buffer API + MCP
- Audit scheduled posts with bundle.social · bundle.social
- Create a Bluesky draft with Postiz · Postiz API + MCP
- Schedule a LinkedIn announcement with Upload-Post · Upload-Post API + MCP
- Inspect recent publishing history with Ayrshare · Ayrshare API + MCP
- Research product mentions with X MCP · X MCP
- Inventory reporting profiles with Sprout Social · Sprout Social API
- Check connected accounts in Mixpost · Mixpost API + MCP
- Draft a two-post thread with Typefully · Typefully
Image generation
- Generate a launch illustration with OpenAI · OpenAI Image API
- Create a landscape hero image with fal · fal image models
- Create a square product illustration with Qwen-Image · Qwen-Image 2.1 (Model Studio)
- Generate and retrieve a FLUX image with BFL · Black Forest Labs FLUX API
- Generate a product concept with Bria · Bria API
- Create a campaign concept with Seedream · Seedream on BytePlus ModelArk
- Create an editorial illustration with Recraft · Recraft API
- Run an image prediction with Replicate · Replicate image models
- Make a short launch poster with Ideogram · Ideogram API
- Generate a launch background with Adobe Firefly · Adobe Firefly API
Scraping
- Extract a small website dataset with Apify MCP · Apify MCP Server
- Turn a documentation page into Markdown with Firecrawl · Firecrawl MCP
- Extract page titles and links with ZenRows · ZenRows
- Save a page as Markdown with Spider · Spider
- Retrieve and decode HTML with Zyte · Zyte API
Travel and booking
- Compare test flight fares with Duffel · Duffel Flights and Stays API
- Test a flight search with LetsFG sandbox · LetsFG
- Build a hotel shortlist with LiteAPI · LiteAPI (Nuitee Connect)
- Check a RateHawk sandbox integration before booking · ETG API (RateHawk)
- Compare flights with Kiwi.com MCP · Kiwi.com MCP Server
Banking and open banking
- Create a sandbox account inventory with Plaid · Plaid
- Read stored sandbox accounts with Belvo · Belvo
- Build an MX test-account summary · MX Platform API
- Prepare a sandbox payment request with Tink · Tink
- Read Mock Bank accounts with TrueLayer · TrueLayer
Pay per call
- Inspect an MPP payment challenge before paying · Machine Payments Protocol (MPP)
- Read an x402 price quote without signing a payment · x402
- Fetch a Lightning-paid resource with lnget · L402
- Run the ACK-Pay payment-and-receipt demo · ACK-Pay (Agent Commerce Kit)
Agent wallets
- List agent wallets with the Turnkey server SDK · Turnkey Agentic Wallets
- Inspect an agent wallet on Circle testnet · Circle Wallets (Agent Wallets, Programmable Wallets)
- Check an Agentic Wallet balance on Base Sepolia · Coinbase Developer Platform (Agentic Wallet, AgentKit, CDP MCP)
- Build a backend wallet inventory with Openfort · Openfort
- Find an agent wallet by external ID with Privy · Privy Wallets (server wallets, agent wallets, policy engine)