17 published servers
Best Search & Web Data MCP Servers
Search and web data servers connect an assistant to information beyond its conversation history. They may provide search results, retrieve a selected webpage, or extract structured material from an online source. These are different operations: finding a promising link does not guarantee that a server can read its contents, and retrieving a page does not establish that its claims are reliable. Choose an integration around the information path your workflow needs, from discovery through verification.
When comparing projects, look for documented result fields, regional settings, request limits, and any external service credentials. A hosted search API may have different coverage and costs from a server that accesses public pages directly. Dynamic websites and access restrictions can also affect retrieval. Test representative queries and inspect the returned URLs so that an assistant can cite sources you can revisit. Page text should remain untrusted evidence rather than instructions for the agent. For unattended research, consider how failures, empty results, and long documents are handled before depending on a server for recurring work.
Compare Search & Web Data servers
| # / Server | Why pick it | Stars | Last commit | Runtime | Remote |
|---|---|---|---|---|---|
| Combine web discovery, structured extraction, live interaction, and recurring monitoring for agents. | 7,615 | Oct 16, 2026 | node | No | |
| Use it for search plus page collection, with either local execution or authenticated hosted access. | 2,433 | Oct 15, 2026 | node | No | |
| A compact URL-and-prompt interface for turning web pages into structured JSON inside MCP workflows. | 181 | Oct 8, 2026 | node | No | |
| Start with focused search and page retrieval, then enable deeper filtering or agent research as needed. | 5,138 | Oct 7, 2026 | node | No | |
| Pick it for Perplexity search, Sonar answers, deep research, and reasoning in a single MCP integration. | 2,573 | Oct 15, 2026 | node | No | |
| A focused arXiv workflow from filtered discovery to locally stored, readable papers. | 3,221 | Oct 8, 2026 | python | No | |
| Choose configurable live-web access spanning search, extraction, datasets, and package intelligence. | 2,678 | Oct 15, 2026 | node | No | |
| Choose it for DuckDuckGo discovery plus controlled page extraction in one MCP server. | 1,538 | Sep 4, 2026 | python | No | |
| Choose it for Turkish court and regulatory source retrieval within an MCP research workflow. | 1,007 | Jul 5, 2026 | python | No | |
| Choose it when assistants need discoverable web-extraction tools backed by Apify Actors. | 11,578 | Oct 16, 2026 | node | No | |
| Choose it for local Google results plus browser-level diagnostics without a search API key. | 623 | Apr 6, 2025 | node | No | |
12.Fetcher MCP | Pick it for browser-rendered content extraction with parallel fetching and practical debugging controls. | 1,088 | Jan 14, 2026 | node | No |
| A self-managed SearXNG bridge that adds content reading, backend discovery, and replica handling. | 1,312 | Oct 13, 2026 | node | No | |
| A research-focused YouTube interface with transcripts, filtered creator discovery, and quota fallback. | 585 | Aug 8, 2026 | node | No | |
15.RedNote MCP | A focused Xiaohongshu note-access bridge with keyword search and reusable browser authentication. | 1,120 | May 11, 2025 | node | No |
| Choose format-specific web retrieval with readable articles, transcripts, and bounded output. | 825 | Mar 12, 2026 | node | No | |
| Pick it for focused YouTube caption access with language and timestamp controls. | 603 | Jul 21, 2026 | node | No |
Ordered by featured status, editorial order, then repository stars. Stars may cover an entire monorepo and are a dated snapshot, not a quality or security guarantee.