Integration
Connect Skyvern to Parallel Web Systems
When New or Updated Skyvern Workflow fires in Skyvern, your agent runs Add FindAll run in Parallel Web Systems. Describe the whole flow and it is built, tested on every scenario and kept running.
What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.
Build solutions, not workarounds.
What do you want Skyvern and Parallel Web Systems to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiOne 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.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)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)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)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)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)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)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
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
- New or Updated Skyvern Workflow
Triggers when a Skyvern workflow (agent) is created or a new version of it is saved.
- 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.
- Add credential
Creates a new stored credential (login, credit card or secret) in your Skyvern organization for use by tasks and agents.
- Add workflow
Creates a new Skyvern workflow (agent) from a JSON or YAML definition and returns the saved workflow.
- Cancel run
Cancels a running Skyvern task run or workflow run by its id.
- 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.
- 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.
- Delete workflow
Deletes a Skyvern workflow (agent) by its ID.
- Get a Browser Session
Returns the details of a Skyvern browser session, including its status, browser address for connecting, downloaded files and recordings.
- Get a Task
Returns a Skyvern task run by its id, including its status, extracted output, downloaded files, recording and screenshots.
- Get a Task V2
Returns the status, output, recording and screenshots of a Skyvern task run.
- Get a Workflow
Returns a Skyvern workflow (agent) by its permanent id, including its blocks, parameters and settings.
- List credentials
Returns the credentials stored in your Skyvern organization, optionally filtered by vault, type or search text. Secrets are never included.
- 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.
- List workflows
Returns the workflows (agents) in your Skyvern organization, optionally filtered by search text, folder, status or tags. Returns up to 100 workflows.
- 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.
- 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.
- 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.
- Cancel monitor
Permanently stops a monitor from running. Cancellation cannot be undone; cancelling an already-cancelled monitor changes nothing.
- 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.
- Extract web content
Extracts relevant excerpts (and optionally full content) as markdown from up to 20 web URLs.
- 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.
- 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.
- Get FindAll run
Retrieve a FindAll run's status, candidate metrics, generator and metadata.
- 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.
- Get monitor
Retrieves a monitor by its ID, including its type, status, frequency, query settings, webhook configuration and, for snapshot monitors, the latest output.
- List monitors
List monitors in the Parallel account, newest first, optionally filtered by type and status.
- Search web
Searches the web with Parallel and returns ranked results with relevant excerpts.
- Update monitor
Updates an existing Parallel monitor's frequency, processor, webhook, metadata, query or source settings. Only the fields you fill in are changed.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
Each app on its own
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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.