搜索抽取 MCP 服务器

搜索抽取 主题 — 250 个 MCP 服务器,按 GitHub star 数排序。

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Firecrawl MCP Server

浏览器与抓取
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MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.

★ 7,508 MCP 服务器
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wigolo

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Local-first web intelligence MCP server for AI coding agents

★ 5,397 MCP 服务器
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exa-mcp-server

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Connect AI agents to Exa for web search, content fetching, and multi-step research.

★ 5,045 MCP 服务器 可访问
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arxiv-mcp-server

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Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

★ 3,173 MCP 服务器
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trieve

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Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)

★ 2,721 MCP 服务器
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brightdata-mcp

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Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web

★ 2,655 MCP 服务器
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open-webSearch

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Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

★ 1,821 MCP 服务器
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duckduckgo-mcp-server

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Web search using DuckDuckGo

★ 1,503 MCP 服务器
B

brave-search-mcp-server

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Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.

★ 1,466 MCP 服务器
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SearXNG Search

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MCP server for SearXNG — privacy-respecting web search with pagination, URL reading

★ 1,261 MCP 服务器
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fetcher-mcp

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MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content…

★ 1,087 MCP 服务器
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CRW Web Scraper

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Open-source web scraper for AI agents with scrape, crawl, and map tools

★ 1,067 MCP 服务器
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biomcp

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Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.

★ 643 MCP 服务器
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kagimcp

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Official Kagi Search MCP Server

★ 527 MCP 服务器
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g-search-mcp

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A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.

★ 273 MCP 服务器
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unsplash-mcp-server

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) 🐍 ☁️ - A MCP server for Unsplash image search.

★ 237 MCP 服务器
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TinySearch

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Fast discovery search and self-hosted web research for MCP agents.

★ 229 MCP 服务器
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MinerU Open MCP

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Parse PDFs, images, doc, docx, ppt, pptx, xls, xlsx, html into Markdown using MinerU API.

★ 216 MCP 服务器
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mcp-server-deep-research

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MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.

★ 215 MCP 服务器
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mcp-opennutrition

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Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.

★ 207 MCP 服务器
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mcp-simple-arxiv

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MCP for LLM to search and read papers from arXiv

★ 199 MCP 服务器
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agentql-mcp

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MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities.

★ 181 MCP 服务器
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content-core

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Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word…

★ 174 MCP 服务器
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SerpApi

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Official SerpApi MCP server for Google, Bing, and other search engines.

★ 173 MCP 服务器 可访问
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Search1API

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Web search, news, page retrieval, sitemaps, and trending topics through Search1API.

★ 173 MCP 服务器 需要鉴权
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mcp-simple-pubmed

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MCP to search and read medical / life sciences papers from PubMed.

★ 172 MCP 服务器
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scrapeless-mcp-server

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Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.

★ 169 MCP 服务器 需要鉴权
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mcp-read-website-fast

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Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla…

★ 160 MCP 服务器
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servo-fetch

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Chromium-free web content extraction in a single binary. Fetch, render, crawl, and screenshot powered by the Servo browser engine with a…

★ 152 MCP 服务器
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arxiv-latex-mcp

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Get the LaTeX source of arXiv papers to handle mathematical content and equations

★ 146 MCP 服务器
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mcp-local-rag

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"primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.

★ 135 MCP 服务器
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MCP-searxng

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An MCP Server to connect to searXNG instances

★ 130 MCP 服务器
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server-google-news

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Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including…

★ 129 MCP 服务器
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brave-search-mcp

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Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API

★ 126 MCP 服务器
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agent-search-mcp

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Free-first Chinese and English web search MCP using zero-key sources and inspectable evidence.

★ 111 MCP 服务器
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mcp-screenshot-website-fast

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Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI…

★ 110 MCP 服务器
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vectorize-mcp-server

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[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text…

★ 110 MCP 服务器
D

doc-scraper

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Crawl documentation sites into local corpora agents can search, read, and diff fully offline.

★ 101 MCP 服务器
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openai-websearch-mcp

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This is a Python-based MCP server that provides OpenAI `web_search` built-in tool.

★ 94 MCP 服务器
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octagon-deep-research-mcp

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Lightning-Fast, High-Accuracy Deep Research Agent

★ 94 MCP 服务器
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duckduckgo-mcp-server

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This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.

★ 87 MCP 服务器
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mcp-wolframalpha

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An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.

★ 86 MCP 服务器
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naver-search-mcp

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MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.

★ 85 MCP 服务器
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pdfmux

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PDF-to-Markdown extraction that audits its own output and flags any extractor's silent drops.

★ 82 MCP 服务器
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mcp_zoomeye

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Querying network asset information by ZoomEye MCP Server

★ 82 MCP 服务器
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bing-search-mcp

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Web search capabilities using Microsoft Bing Search API

★ 79 MCP 服务器
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mcp-hn

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An MCP server to search Hacker News, get top stories, and more.

★ 76 MCP 服务器
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reflex

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Local full-text code search for AI coding agents. Trigram-indexed, sub-100ms queries across large codebases, offline, 18 languages.

★ 73 MCP 服务器
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linkedapi-mcp

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MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

★ 68 MCP 服务器
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job-searchoor

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An MCP server for searching job listings with filters for date, keywords, remote work options, and more.

★ 65 MCP 服务器
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Web Researcher MCP

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Your AI research assistant that cites real sources and stays honest

★ 61 MCP 服务器
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mcp-domain-availability

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A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS…

★ 59 MCP 服务器
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webpage-screenshot-mcp

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A MCP server for taking screenshots of webpages to use as feedback during UI developement.

★ 58 MCP 服务器
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lilbee

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Runs and manages its own local models, or uses your existing Ollama or LM Studio if you prefer. Indexes your files and code, crawls the…

★ 57 MCP 服务器
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sifter

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Structure any document, query it like a database. Open-source extraction engine that turns any document into typed, schema-defined…

★ 54 MCP 服务器
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mcp-server-tavily

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Tavily AI search API

★ 50 MCP 服务器
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CN Scraper MCP

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MCP server for AI agents to search major Chinese internet platforms with local-first login support.

★ 46 MCP 服务器
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mcp-server-webcrawl

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Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.

★ 46 MCP 服务器
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mcp-servers-kagi

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Kagi search API integration

★ 44 MCP 服务器
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WebScraping.AI

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Web scraping tools with Chromium JS rendering, rotating proxies, and AI question answering.

★ 44 MCP 服务器