Parallel for AI agents
Parallel is available to your agents through Vaaya, alongside hundreds of other tools, over one connection. Async web research that runs multi-step tasks. You never create a Parallel account, hold its API key, or carry its subscription: Vaaya meters each call and rolls it into one bill.
npx @vaaya/mcp installWhat Parallel does
Parallel runs deep, multi-step web research as an async task: it searches, reads, and synthesizes across many sources and hands back a cited result your agent can act on.
The facts
Web search & scraping
Vaaya MCP, or HTTP with one Vaaya API key
1 capability on Vaaya: Deep research
Per call, priced before it runs and charged only on success. Vaaya settles with Parallel; you are billed the catalog price, which includes Vaaya’s margin
Only the parameters of the call your agent makes. Results are returned to you and recorded in your history
Held server-side by Vaaya; your agent never receives a Parallel key
Parallel’s own terms apply to the underlying service, published at parallel.ai
Parallel is available through Vaaya. Vaaya holds the account and settles the usage; this page does not imply a partnership or endorsement by Parallel.
How your agents use it
Connect Vaaya
One install wires Vaaya into your agent as an MCP server. Parallel comes with it, no separate signup.
Describe the outcome
Your agent says what it needs in plain language. Vaaya routes it to Parallel and returns the result.
Pay per call
Metered to the call and capped by your max. Every call on one bill. Failed calls are not billed.
Give your agents Parallel.
Install Vaaya and your agent reaches Parallel, and hundreds more tools, through one integration.
npx @vaaya/mcp install