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Comparisons · Web search APIs for agents · read on October 15, 2026

Serper vs Parallel Search API for AI agents

Serper is a low-cost API that returns Google search results as JSON. Parallel Search API is a search API built for AI agents that takes a natural-language objective and returns ranked URLs with compressed excerpts.

The short answer

  • Serper: The cheapest way on this list to get raw Google results in JSON.
  • Parallel Search API: Token-efficient excerpts for agent tool calls, with fast low-cost modes and a free keyless MCP.

Side by side

SerperParallel Search API
SearchesGoogle results: web, images, news, maps, places, videos, shopping, scholar, patents, autocomplete.Parallel's own web index (it says billions of pages, millions added daily).
ReturnsJSON shaped like a Google results page: organic results with title, link and snippet, knowledge graph, People Also Ask, related searches; places with address, rating and phone.JSON results with URL, title, publish date and LLM-ready excerpts (dense snippets or full page markdown).
Before the first callAn account and an API key; no credit card for the free queries.An account and an API key (x-api-key header); the Search MCP works without a key at lower limits.
Free2,500 free queries, no credit card (the page does not say they renew monthly).Up to 5,000 requests a month free ($5 in free credits a month), plus up to $80 at signup.
Paid$50 for 50,000 credits ($1.00 per 1,000), credits valid 6 months; down to $0.30 per 1,000 at volume.$0.001 to $0.005 a request for 10 results.
Acting on a resultThrough the web page each result links toThrough the web page each result links to
Limits on keeping or showing resultsNot stated on its pagesOutputs may not be copied, cached, stored or reused from previous queries for future uses (beyond what the terms allow).
AI in its termsNot stated on its pagesYou may not use outputs to create synthetic training data for a language model; Parallel may use customer inputs and outputs to train its own models.
MCP serverNo official server listedOfficial Search MCP: https://search.parallel.ai/mcp (free, no API key needed)

Questions people ask

What do I need before I can use Serper?

An account and an API key; no credit card for the free queries.

Is Serper free?

2,500 free queries, no credit card (the page does not say they renew monthly).

What do I need before I can use Parallel Search API?

An account and an API key (x-api-key header); the Search MCP works without a key at lower limits.

Is Parallel Search API free?

Up to 5,000 requests a month free ($5 in free credits a month), plus up to $80 at signup.

Sources

Every line about another company comes from its own pages. Prices and terms change, so check the source before you rely on one.

Serper, read on October 15, 2026:

Parallel Search API, read on October 15, 2026: