--- title: "Connect Vast.ai to Koncile - APIANT.ai" description: "When \"New Matching Offer\" fires in Vast.ai, your agent runs \"Upload File (Koncile via Streaming)\" in Koncile." canonical: "https://apiant.ai/connect/vast-ai-to-koncile" --- # Connect Vast.ai to Koncile When **New Matching Offer** fires in [Vast.ai](https://apiant.ai/connections/vast-ai), your agent runs **Upload File (Koncile via Streaming)** in [Koncile](https://apiant.ai/connections/koncile). Describe the whole flow and it is built, tested on every scenario and kept running. Vast.ai **1** trigger Vast.ai **4** actions Koncile **18** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Vast.ai and Koncile to do together? Give your AI client this address. `https://mcp.apiant.ai` One connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser. ### Set it up in your client ### Claude Code Run this in the directory you want to work in. `claude mcp add --transport http -s project apiant-ai https://mcp.apiant.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### Claude, web and desktop Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Cursor Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Codex and the ChatGPT desktop app Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Any other MCP client Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) Example flows ## What Vast.ai can start in Koncile - When **New Matching Offer** in Vast.ai then **Upload File (Koncile via Streaming)** in Koncile - When **New Matching Offer** in Vast.ai then **Rerun documents** in Koncile Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships. Everything your agent can do with Vast.ai and Koncile ## Triggers and actions 1 trigger · 22 actions - Trigger **New Matching Offer** Triggers when a new GPU machine offer appears on the Vast.ai marketplace that matches your filters (GPU model, price, reliability, location and more). - Action **Get Current User** Returns the profile of the Vast.ai user the connected API key belongs to, including email and account balance. - Action **Search Benchmarks** Returns Vast.ai benchmark results matching a search query, such as machines scoring above a threshold. - Action **Search Offers** Searches available Vast.ai GPU machine offers, filtered by GPU model, count, price, reliability, location and other hardware specs, and returns the matching offers. - Action **Search Templates** Searches your own and publicly shared Vast.ai templates matching filter conditions, returning the matching templates. - Action **Add field** Creates a template field. - Action **Add folder** Creates a folder. - Action **Add template** Creates a template, or copies an existing one via template_id. - Action **Delete document** Deletes a document. - Action **Delete field** Deletes a field. - Action **Delete folder** Deletes a folder. - Action **Delete template** Deletes a template. - Action **Get document data** Gets extracted data for a document. - Action **Get document raw text** Gets raw OCR text of a document. - Action **Get field** Gets a field by id. - Action **Get folder** Gets a folder by id. - Action **Get template** Gets a template by id. - Action **List folders** Lists all folders. - Action **Rerun documents** Reruns extraction on documents. - Action **Update field** Updates a field. - Action **Update folder** Updates a folder. - Action **Update template** Updates a template. - Action **Upload File (Koncile via Streaming)** Downloads a file from a URL and uploads it to Koncile.ai. ## Each app on its own - [ **Vast.ai** Vast.ai is a GPU cloud marketplace for renting compute by the hour.](https://apiant.ai/connections/vast-ai) - [ **Koncile** Koncile is a AI-powered solution that automates data extraction from documents such as invoices, pay slips...](https://apiant.ai/connections/koncile) Reviews ## What our customers say ## More from Vast.ai - [ **Vast.ai to Zoom** Zoom unifies cloud video conferencing, simple online meetings, group messaging, and a software-based...](https://apiant.ai/connect/vast-ai-to-zoom) - [ **Vast.ai to Webflow** Webflow is a professional website builder and CMS for designing, building, and launching responsive...](https://apiant.ai/connect/vast-ai-to-webflow) - [ **Vast.ai to Wix** The Wix website builder gives businesses of any size the tools to create, manage and grow a fully integrated...](https://apiant.ai/connect/vast-ai-to-wix) - [ **Vast.ai to LinkedIn** LinkedIn is a professional networking platform enabling job seekers, companies, and thought leaders to...](https://apiant.ai/connect/vast-ai-to-linkedin) - [ **Vast.ai to Facebook** Facebook is a social media and advertising platform used by individuals and businesses to connect, share...](https://apiant.ai/connect/vast-ai-to-facebook) - [ **Vast.ai to Anthropic** Anthropic builds Claude, a family of large language models.](https://apiant.ai/connect/vast-ai-to-anthropic) ## More into Koncile - [ **HubSpot to Koncile** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-koncile) - [ **Salesforce to Koncile** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-koncile) - [ **Slack to Koncile** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-koncile) - [ **Google Sheets to Koncile** Google Sheets](https://apiant.ai/connect/google-sheets-to-koncile) - [ **Gmail to Koncile** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-koncile) - [ **Google Calendar to Koncile** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-koncile) Questions ## Vast.ai and Koncile, answered ### ### What can start an automation from Vast.ai? Any of Vast.ai's 1 trigger in the catalog, including New Matching Offer. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Koncile when something happens in Vast.ai? Any of Koncile's 18 actions, including Update field, Update folder, Update template and Upload File (Koncile via Streaming). Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Koncile to Vast.ai? Koncile has no triggers in the catalog today, so automations start in Vast.ai. If you need the other direction, ask: your agent reads Koncile's API documentation and adds it. ### ### Do I have to build a connector for Vast.ai or Koncile? No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running. ### ### Can my AI client use Vast.ai and Koncile without building an automation? Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both. ### ### What happens when something fails? Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships. ### ### Is there a free plan? Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.