--- title: "Parallel Web Systems integrations and MCP server - APIANT.ai" description: "Connect Parallel Web Systems to any other app, or use it from your AI client over MCP." canonical: "https://apiant.ai/connections/parallel-web-systems" --- # Parallel Web Systems integrations Connect Parallel Web Systems to any other app, or use it from your AI client over MCP. Parallel Web Systems is a web search platform that enables AI agents to find, extract, and enrich information with up-to date data from the web. Connects with an API key [parallel.ai](https://parallel.ai/) **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 to automate with Parallel Web Systems? 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) Popular ## Parallel Web Systems with the apps people pair it with most - [ **Salesforce to Parallel Web Systems** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-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 is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](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) - [ **Google Calendar to Parallel Web Systems** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-parallel-web-systems) - [ **Google Drive to Parallel Web Systems** Google Drive is a cloud storage solution for uploading, sharing, and collaborating on files across devices...](https://apiant.ai/connect/google-drive-to-parallel-web-systems) - [ **Mailchimp to Parallel Web Systems** Mailchimp marketing automation and email platform.](https://apiant.ai/connect/mailchimp-to-parallel-web-systems) Pair it ## Connect Parallel Web Systems with another app - [ **Salesforce to Parallel Web Systems**](https://apiant.ai/connect/salesforce-to-parallel-web-systems) - [ **monday.com to Parallel Web Systems**](https://apiant.ai/connect/monday-com-to-parallel-web-systems) - [ **HubSpot to Parallel Web Systems**](https://apiant.ai/connect/hubspot-to-parallel-web-systems) - [ **Slack to Parallel Web Systems**](https://apiant.ai/connect/slack-to-parallel-web-systems) - [ **Google Sheets to Parallel Web Systems**](https://apiant.ai/connect/google-sheets-to-parallel-web-systems) - [ **Gmail to Parallel Web Systems**](https://apiant.ai/connect/gmail-to-parallel-web-systems) - [ **Google Calendar to Parallel Web Systems**](https://apiant.ai/connect/google-calendar-to-parallel-web-systems) - [ **Google Drive to Parallel Web Systems**](https://apiant.ai/connect/google-drive-to-parallel-web-systems) - [ **Mailchimp to Parallel Web Systems**](https://apiant.ai/connect/mailchimp-to-parallel-web-systems) - [ **Stripe to Parallel Web Systems**](https://apiant.ai/connect/stripe-to-parallel-web-systems) - [ **Shopify to Parallel Web Systems**](https://apiant.ai/connect/shopify-to-parallel-web-systems) - [ **QuickBooks Online to Parallel Web Systems**](https://apiant.ai/connect/quickbooks-online-to-parallel-web-systems) - [ **Pipedrive to Parallel Web Systems**](https://apiant.ai/connect/pipedrive-to-parallel-web-systems) - [ **ActiveCampaign to Parallel Web Systems**](https://apiant.ai/connect/activecampaign-to-parallel-web-systems) - [ **Notion to Parallel Web Systems**](https://apiant.ai/connect/notion-to-parallel-web-systems) - [ **Airtable to Parallel Web Systems**](https://apiant.ai/connect/airtable-to-parallel-web-systems) - [ **Trello to Parallel Web Systems**](https://apiant.ai/connect/trello-to-parallel-web-systems) - [ **Asana to Parallel Web Systems**](https://apiant.ai/connect/asana-to-parallel-web-systems) - [ **JIRA to Parallel Web Systems**](https://apiant.ai/connect/jira-to-parallel-web-systems) - [ **ClickUp to Parallel Web Systems**](https://apiant.ai/connect/clickup-to-parallel-web-systems) - [ **Zoom to Parallel Web Systems**](https://apiant.ai/connect/zoom-to-parallel-web-systems) - [ **Discord to Parallel Web Systems**](https://apiant.ai/connect/discord-to-parallel-web-systems) - [ **Twilio to Parallel Web Systems**](https://apiant.ai/connect/twilio-to-parallel-web-systems) - [ **SendGrid to Parallel Web Systems**](https://apiant.ai/connect/sendgrid-to-parallel-web-systems) - [ **Outlook to Parallel Web Systems**](https://apiant.ai/connect/outlook-to-parallel-web-systems) - [ **Intercom to Parallel Web Systems**](https://apiant.ai/connect/intercom-to-parallel-web-systems) - [ **Freshdesk to Parallel Web Systems**](https://apiant.ai/connect/freshdesk-to-parallel-web-systems) - [ **Klaviyo to Parallel Web Systems**](https://apiant.ai/connect/klaviyo-to-parallel-web-systems) - [ **Brevo to Parallel Web Systems**](https://apiant.ai/connect/brevo-to-parallel-web-systems) - [ **Typeform to Parallel Web Systems**](https://apiant.ai/connect/typeform-to-parallel-web-systems) - [ **JotForm to Parallel Web Systems**](https://apiant.ai/connect/jotform-to-parallel-web-systems) - [ **Calendly to Parallel Web Systems**](https://apiant.ai/connect/calendly-to-parallel-web-systems) - [ **PandaDoc to Parallel Web Systems**](https://apiant.ai/connect/pandadoc-to-parallel-web-systems) - [ **Webflow to Parallel Web Systems**](https://apiant.ai/connect/webflow-to-parallel-web-systems) - [ **Wix to Parallel Web Systems**](https://apiant.ai/connect/wix-to-parallel-web-systems) - [ **Instagram to Parallel Web Systems**](https://apiant.ai/connect/instagram-to-parallel-web-systems) - [ **OpenAI to Parallel Web Systems**](https://apiant.ai/connect/openai-to-parallel-web-systems) - [ **OneDrive to Parallel Web Systems**](https://apiant.ai/connect/onedrive-to-parallel-web-systems) - [ **Google Docs to Parallel Web Systems**](https://apiant.ai/connect/google-docs-to-parallel-web-systems) - [ **Ontraport to Parallel Web Systems**](https://apiant.ai/connect/ontraport-to-parallel-web-systems) - [ **Freshworks CRM to Parallel Web Systems**](https://apiant.ai/connect/freshworks-crm-to-parallel-web-systems) - [ **GoHighLevel to Parallel Web Systems**](https://apiant.ai/connect/gohighlevel-to-parallel-web-systems) - [ **Capsule CRM to Parallel Web Systems**](https://apiant.ai/connect/capsule-crm-to-parallel-web-systems) - [ **Copper to Parallel Web Systems**](https://apiant.ai/connect/copper-to-parallel-web-systems) - [ **Streak to Parallel Web Systems**](https://apiant.ai/connect/streak-to-parallel-web-systems) - [ **NetHunt CRM to Parallel Web Systems**](https://apiant.ai/connect/nethunt-crm-to-parallel-web-systems) - [ **MINDBODY to Parallel Web Systems**](https://apiant.ai/connect/mindbody-to-parallel-web-systems) - [ **PostgreSQL to Parallel Web Systems**](https://apiant.ai/connect/postgresql-to-parallel-web-systems) - [ **MySQL to Parallel Web Systems**](https://apiant.ai/connect/mysql-to-parallel-web-systems) - [ **Vercel to Parallel Web Systems**](https://apiant.ai/connect/vercel-to-parallel-web-systems) - [ **PagerDuty to Parallel Web Systems**](https://apiant.ai/connect/pagerduty-to-parallel-web-systems) - [ **Gravity Forms to Parallel Web Systems**](https://apiant.ai/connect/gravity-forms-to-parallel-web-systems) - [ **HubSpot Enterprise to Parallel Web Systems**](https://apiant.ai/connect/hubspot-enterprise-to-parallel-web-systems) - [ **Google Forms to Parallel Web Systems**](https://apiant.ai/connect/google-forms-to-parallel-web-systems) - [ **Facebook Lead Ads to Parallel Web Systems**](https://apiant.ai/connect/facebook-lead-ads-to-parallel-web-systems) - [ **Google Ads to Parallel Web Systems**](https://apiant.ai/connect/google-ads-to-parallel-web-systems) - [ **Google Tasks to Parallel Web Systems**](https://apiant.ai/connect/google-tasks-to-parallel-web-systems) - [ **Telegram to Parallel Web Systems**](https://apiant.ai/connect/telegram-to-parallel-web-systems) - [ **MailerLite to Parallel Web Systems**](https://apiant.ai/connect/mailerlite-to-parallel-web-systems) - [ **Google Contacts to Parallel Web Systems**](https://apiant.ai/connect/google-contacts-to-parallel-web-systems) What your agent can do with Parallel Web Systems ## Triggers and actions 13 actions - 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. Reviews ## What our customers say Questions ## Parallel Web Systems, answered ### ### Is there a Parallel Web Systems MCP server? APIANT's MCP server at https://mcp.apiant.ai works with Parallel Web Systems. Add that address to any AI client that takes a remote MCP server and sign in once in your browser. Your client can then run Parallel Web Systems actions on demand, or have APIANT build, test and run automations that use Parallel Web Systems. Nothing to install. ### ### What can your agent do in Parallel Web Systems? 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 I use Parallel Web Systems directly from Claude, ChatGPT or Cursor? Yes. Connect your AI client to APIANT once and it works with Parallel Web Systems two ways. Ask it to do something in Parallel Web Systems 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 on its own. A one-off action uses your plan's tasks the same way an automation step does. ### ### Do I need to write code against the Parallel Web Systems API? No. APIANT connects to the Parallel Web Systems API for you, with your Parallel Web Systems API key. Describe what you want in plain language and your agent builds it on the Parallel Web Systems triggers and actions in the catalog. If you need an endpoint that is not there yet, your agent reads the Parallel Web Systems API documentation and adds it. ### ### Which apps can Parallel Web Systems connect to? Any app in the catalog; the list on this page pairs Parallel Web Systems with each of them. If the other app is missing, point your agent at its API documentation and it builds the connector. ### ### 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.