--- title: "Connect Skyvern to Parallel Web Systems - APIANT.ai" description: "When \"New or Updated Skyvern Workflow\" fires in Skyvern, your agent runs \"Add FindAll run\" in Parallel Web Systems." canonical: "https://apiant.ai/connect/skyvern-to-parallel-web-systems" --- # Connect Skyvern to Parallel Web Systems When **New or Updated Skyvern Workflow** fires in [Skyvern](https://apiant.ai/connections/skyvern), your agent runs **Add FindAll run** in [Parallel Web Systems](https://apiant.ai/connections/parallel-web-systems). Describe the whole flow and it is built, tested on every scenario and kept running. Skyvern **1** trigger Skyvern **15** actions Parallel Web Systems **13** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Skyvern and Parallel Web Systems 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 Skyvern can start in Parallel Web Systems - When **New or Updated Skyvern Workflow** in Skyvern then **Add FindAll run** in Parallel Web Systems - When **New or Updated Skyvern Workflow** in Skyvern then **Add monitor** in Parallel Web Systems 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 Skyvern and Parallel Web Systems ## Triggers and actions 1 trigger · 28 actions - Trigger **New or Updated Skyvern Workflow** Triggers when a Skyvern workflow (agent) is created or a new version of it is saved. - Action **Add browser session** Creates a Skyvern browser session that persists across multiple task and workflow runs, and returns its session id and live-view link. - Action **Add credential** Creates a new stored credential (login, credit card or secret) in your Skyvern organization for use by tasks and agents. - Action **Add workflow** Creates a new Skyvern workflow (agent) from a JSON or YAML definition and returns the saved workflow. - Action **Cancel run** Cancels a running Skyvern task run or workflow run by its id. - Action **Create and Run a Task** Starts a Skyvern browser-automation task from a plain-language prompt and returns the new run, including its id, status and link in the Skyvern app. - Action **Create and Run Task V2** Starts a Skyvern 2.0 browser task from a natural-language prompt and returns the new run's id and status. - Action **Delete workflow** Deletes a Skyvern workflow (agent) by its ID. - Action **Get a Browser Session** Returns the details of a Skyvern browser session, including its status, browser address for connecting, downloaded files and recordings. - Action **Get a Task** Returns a Skyvern task run by its id, including its status, extracted output, downloaded files, recording and screenshots. - Action **Get a Task V2** Returns the status, output, recording and screenshots of a Skyvern task run. - Action **Get a Workflow** Returns a Skyvern workflow (agent) by its permanent id, including its blocks, parameters and settings. - Action **List credentials** Returns the credentials stored in your Skyvern organization, optionally filtered by vault, type or search text. Secrets are never included. - Action **List runs** Returns your organization's task and agent runs, newest first, optionally filtered by status, run type, agent, tags, failure category or a search term. - Action **List workflows** Returns the workflows (agents) in your Skyvern organization, optionally filtered by search text, folder, status or tags. Returns up to 100 workflows. - Action **Run a Workflow** Starts a run of one of your Skyvern workflows (agents) with the parameters you supply, and returns the new run's id, status and link. - Action **Add FindAll run** Starts a Parallel FindAll run that searches the web for every entity matching your objective and match conditions. The run starts queued; retrieve its status and results with the FindAll run id it returns. - Action **Add monitor** Creates a Parallel monitor that watches a web search query, or the output of an existing task run, for material changes on a schedule. The monitor runs once right away and then on the chosen frequency. - Action **Cancel monitor** Permanently stops a monitor from running. Cancellation cannot be undone; cancelling an already-cancelled monitor changes nothing. - Action **Create Async Web Enrichment** Starts an asynchronous web research/enrichment task run in Parallel. Returns immediately with the run in status 'queued'; fetch the result later with the run id. - Action **Extract web content** Extracts relevant excerpts (and optionally full content) as markdown from up to 20 web URLs. - Action **Fetch Results for Async Runs** Retrieves the result of a Parallel task run (created asynchronously) by its run ID, waiting until the run completes or the timeout elapses. - Action **Find entities by objective** Returns up to the chosen number of people or companies, ranked, that match a natural-language description of the entities you want. - Action **Get FindAll run** Retrieve a FindAll run's status, candidate metrics, generator and metadata. - Action **Get FindAll run result** Retrieve a snapshot of a FindAll run's result: run status and metrics plus every candidate evaluated so far with its match status, output and citations. - Action **Get monitor** Retrieves a monitor by its ID, including its type, status, frequency, query settings, webhook configuration and, for snapshot monitors, the latest output. - Action **List monitors** List monitors in the Parallel account, newest first, optionally filtered by type and status. - Action **Search web** Searches the web with Parallel and returns ranked results with relevant excerpts. - Action **Update monitor** Updates an existing Parallel monitor's frequency, processor, webhook, metadata, query or source settings. Only the fields you fill in are changed. ## Each app on its own - [ **Skyvern** Skyvern is an AI agent that allows users to complete browser-based tasks.](https://apiant.ai/connections/skyvern) - [ **Parallel Web Systems** Parallel Web Systems is a web search platform that enables AI agents to find, extract, and enrich...](https://apiant.ai/connections/parallel-web-systems) Reviews ## What our customers say ## More from Skyvern - [ **Skyvern to World Bank** The World Bank Open Data API publishes global development statistics for every country and region.](https://apiant.ai/connect/skyvern-to-world-bank) - [ **Skyvern to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/skyvern-to-slack) - [ **Skyvern to Stripe** Stripe is a payment processing platform for online businesses.](https://apiant.ai/connect/skyvern-to-stripe) - [ **Skyvern to Trello** Trello is a visual collaboration tool that organizes projects into boards, lists, and cards.](https://apiant.ai/connect/skyvern-to-trello) - [ **Skyvern to Zoom** Zoom unifies cloud video conferencing, simple online meetings, group messaging, and a software-based...](https://apiant.ai/connect/skyvern-to-zoom) - [ **Skyvern to Twilio** Cloud communications platform for sending SMS/MMS messages, making and managing voice calls, and looking up...](https://apiant.ai/connect/skyvern-to-twilio) ## More into Parallel Web Systems - [ **Salesforce to Parallel Web Systems** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-parallel-web-systems) - [ **monday.com to Parallel Web Systems** monday.com helps you move projects forward fast, letting everyone know what's been done on a task—and what...](https://apiant.ai/connect/monday-com-to-parallel-web-systems) - [ **HubSpot to Parallel Web Systems** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-parallel-web-systems) - [ **Slack to Parallel Web Systems** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-parallel-web-systems) - [ **Google Sheets to Parallel Web Systems** Google Sheets](https://apiant.ai/connect/google-sheets-to-parallel-web-systems) - [ **Gmail to Parallel Web Systems** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-parallel-web-systems) Questions ## Skyvern and Parallel Web Systems, answered ### ### What can start an automation from Skyvern? Any of Skyvern's 1 trigger in the catalog, including New or Updated Skyvern Workflow. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Parallel Web Systems when something happens in Skyvern? Any of Parallel Web Systems's 13 actions, including Create Async Web Enrichment, Update monitor, Add FindAll run and Add monitor. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Parallel Web Systems to Skyvern? Parallel Web Systems has no triggers in the catalog today, so automations start in Skyvern. If you need the other direction, ask: your agent reads Parallel Web Systems's API documentation and adds it. ### ### Do I have to build a connector for Skyvern or Parallel Web Systems? 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 Skyvern and Parallel Web Systems 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.