Web search MCP servers for AI agents (2026)

MCP servers that give Claude, Cursor, Codex and other AI agents live web search, so they can look things up and cite sources instead of guessing. Here are all 8 from the AgentScout directory.

Updated October 20, 2026

How we picked and ranked: tools are matched by category, the pricing each maker states and what each tool says it does. They are ranked by GitHub stars as recorded on each listing (link checks 2026-10-20); tools without a tracked repo follow, by listing maturity. No paid placements.

1. 

   1. Wigolo

   MCP serversOpen source★ 5,479 GitHub stars

   Local-first web search, fetch and crawl for coding agents over MCP, with no API keys.

   Pricing (as stated): Open source · Mature

2. 

   2. Bright Data MCP

   MCP serversOpen source + cloud★ 2,678 GitHub stars

   Bright Data's MCP server for web search, scraping and browsing.

   Pricing (as stated): Open source + cloud · Active

3. 

   3. AnySearch

   MCP serversSee site★ 2,029 GitHub stars

   A search MCP server and API for AI agents, covering real-time web search, vertical search and parallel batch queries with structured results and anonymous access.

   Pricing (as stated): See site · Active

4. 

   4. Brave Search MCP

   MCP serversOpen source★ 1,504 GitHub stars

   Brave's official MCP server for web, image, video, news and local search through the Brave Search API.

   Pricing (as stated): Open source · Active

5. 

   5. SearXNG MCP

   MCP serversOpen source★ 1,312 GitHub stars

   MCP server for private web search through SearXNG.

   Pricing (as stated): Open source · Active

6. 

   6. Linkup MCP

   MCP serversOpen source★ 29 GitHub stars

   Linkup's MCP server for real-time, source-backed web search.

   Pricing (as stated): Open source · Active

7. 

   7. Parallel Search MCP

   MCP serversSee site★ 26 GitHub stars

   Parallel's MCP servers for web search and deep-research tasks built for AI agents.

   Pricing (as stated): See site · Active

8. 

   8. AgentKey

   MCP serversPaid

   One MCP install that gives AI agents live web search, X, Reddit and YouTube data, web page reading and market and token-price data, all paid from a single monthly credit subscription.

   Pricing (as stated): Lite, Pro and Max monthly credit plans, with extra credit top-ups. · Active

FAQ

What are the best web search MCP servers?

Ranked by tracked GitHub stars, the top web search MCP servers in our directory are Wigolo, Bright Data MCP, AnySearch, Brave Search MCP, SearXNG MCP. Stars measure popularity, not fit, so compare a few against your own task.

How many web search MCP servers does AgentScout list?

8 tools match. This page shows the top 8. Pricing mix on this page: Open source (4), See site (2), Open source + cloud (1), Paid (1).

How much do these tools cost?

Pricing is what each maker states on their site. Open-source tools are free to self-host but may need a paid model API key or offer paid cloud plans; freemium tools have a free plan with limits. Check each official site.

Where can I see every tool for web search for agents?

Our task page lists all 17 tools we match to web search for agents.

Related: All tools for web search for agents · Best Open-Source MCP Servers · MCP servers (8)

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By role: For researchers

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Related categories: MCP servers

Facts come from our directory listings; pricing is as each maker states it and can change. Check official sites before you choose.