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Parallel Search MCP

Real-time web search and markdown extraction MCP server for AI agents.

From the Xiry library · Updated 10 October 2026

Visit docs.parallel.ai ↗

Parallel Search MCP gives AI agents live web search and webpage extraction through the Model Context Protocol. It provides web_search and web_fetch tools that return token-efficient markdown excerpts directly inside an agent's reasoning loop. A public endpoint is free to use anonymously without API keys, with optional authenticated tiers for higher rate limits.

What it's for

  • Equip AI agents in Cursor or VS Code with live web search without managing API keys
  • Extract clean markdown text and excerpts from specific URLs for LLM summarization
  • Fact-check claims and retrieve recent news inside Claude Desktop or Claude Code workflows

Features

  • web_search tool for targeted multi-query search with keyword operators
  • web_fetch tool to extract markdown or targeted excerpts from up to 20 URLs
  • Anonymous free-tier endpoint requiring no account or API keys
  • Token-efficient excerpts capped at roughly 25,000 characters per call
  • One-click install support for Cursor, VS Code, LM Studio, and Goose
  • OAuth-compatible endpoint (mcp-oauth) for enterprise setups and user sign-in
  • Connection-level overrides via URL parameters or custom headers for location and domain filtering

Pricing

Freemium. Free anonymous tier with lower rate limits; paid accounts unlock higher rate limits.

Details

Type
Web app
Category
AI
Topic
AI Agent Tools
Open source
No
Platforms
API, Command line, Web
For
Developers and AI practitioners using MCP-compatible agents and coding environments.
Alternative to
Tavily, Exa, Brave Search API
Tags
mcp, web search, scraping, agents, claude, cursor

Why it was saved

  • @p0, 23 April 2026: Lets an agent (e.g. Claude, Cursor, other MCP clients) search the web with no account, no API key and zero cost, set up in under 60 seconds.

Compare

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Updated