搜索 MCP 服务器

搜索 分类 — 544 个 MCP 服务器,按 GitHub star 数排序。

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o3-search-mcp

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MCP server for OpenAI o3 web search

★ 286 MCP 服务器
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g-search-mcp

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Google search with parallel queries for multiple keywords.

★ 272 MCP 服务器
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Nimrod

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Web search with quality scores; web pages are read on your computer by the local server.

★ 260 MCP 服务器 需要鉴权
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mcp-sap-docs

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Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search

★ 250 MCP 服务器
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scholar-search-mcp

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An MCP server for academic paper search that integrates with AI assistants (e.g., Claude Code, Cursor), enabling them to search and…

★ 243 MCP 服务器
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hellokaton/unsplash-mcp-server

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Unsplash image search.

★ 239 MCP 服务器
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TinySearch

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

★ 236 MCP 服务器
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MinerU Open MCP

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官方

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

★ 229 MCP 服务器
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ITASCA MCP Server

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MCP server for ITASCA PFC, FLAC3D, 3DEC, MPoint and MassFlow: search docs, run simulations, plot.

★ 227 MCP 服务器
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rlabs-inc/gemini-mcp

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Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & CLI

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

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Autonomous deep research with structured query elaboration and concise reporting.

★ 215 MCP 服务器
C

ClawMem

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On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search.

★ 211 MCP 服务器
C

Claude-Patent-Creator

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USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents,…

★ 210 MCP 服务器
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mcp-opennutrition

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Local search of foods, nutrition facts and barcodes in the OpenNutrition database.

★ 209 MCP 服务器
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mcp-simple-arxiv

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Search and read papers from arXiv.

★ 202 MCP 服务器
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meilisearch-mcp

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官方

Interact & query with Meilisearch (Full-text & semantic search API)

★ 198 MCP 服务器
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dataseo-mcp

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A free SEO research tool using Model Context Protocol (MCP) powered by Ahrefs data. Get backlink analysis, keyword research, traffic…

★ 193 MCP 服务器
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paper-search-mcp-nodejs

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A Node.js implementation of the Model Context Protocol (MCP) server for searching and downloading academic papers from multiple sources,…

★ 191 MCP 服务器
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gemini-search-mcp

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Free MCP server for web search powered by Google AI Mode (Gemini). Unlimited, no API key.

★ 188 MCP 服务器
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searxNcrawl

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Web search via SearXNG and/or You.com, plus clean Markdown crawling via Crawl4AI. Self-hosted.

★ 185 MCP 服务器
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content-core

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Extract content from web pages, PDFs, Word documents, YouTube transcripts, audio and video with automatic engine selection and structured…

★ 183 MCP 服务器
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SerpApi

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

★ 183 MCP 服务器 可访问
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agentql-mcp

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官方

Data extraction with AgentQL.

★ 183 MCP 服务器
F

Free Search

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No-API-key web search, page fetching and document reading across many engines. Local-first.

★ 176 MCP 服务器
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Search1API

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官方

Multi-engine web and platform search, news, Google Maps places, page reading, sitemaps, and trends.

★ 174 MCP 服务器 需要鉴权
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mcp-simple-pubmed

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Search and read medical and life sciences papers from PubMed.

★ 171 MCP 服务器
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scrapeless-mcp-server

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官方

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

★ 170 MCP 服务器 需要鉴权
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jztan/pdf-mcp

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Agentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.

★ 168 MCP 服务器
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cyanheads/pubmed-mcp-server

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Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms.

★ 167 MCP 服务器 可访问
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paper-preflight

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Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM.

★ 166 MCP 服务器
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semantic-scholar-fastmcp-mcp-server

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A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information,…

★ 166 MCP 服务器
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mcp-read-website-fast

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Convert websites to clean Markdown with links preserved, using Mozilla Readability, caching, robots.txt-aware crawling and concurrent…

★ 163 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 pages with the Servo browser engine.

★ 163 MCP 服务器
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Outline MCP Server

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Connect AI assistants to Outline for document search, reading, and management

★ 159 MCP 服务器
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mcp.science

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Open Source MCP Servers for Scientific Research

★ 157 MCP 服务器
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Enzyme

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Semantic search and pattern discovery for Obsidian and markdown vaults.

★ 156 MCP 服务器
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mcpsurfr

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Local web search with multi-engine deep research and on-device re-ranking. No API keys.

★ 151 MCP 服务器
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pubmearch

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A PubMed MCP server.

★ 150 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.

★ 149 MCP 服务器
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one-search-mcp

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Web search, URL discovery, scraping & extraction with agent-browser and search providers

★ 148 MCP 服务器
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ReActMCP

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ReActMCP is a reactive MCP client that empowers AI assistants to instantly respond with real-time, Markdown-formatted web search insights…

★ 143 MCP 服务器
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RivalSearchMCP

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Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity…

★ 137 MCP 服务器
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SoSearch

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🔎 One query. Three search engines. Self-hosted web search for AI agents via HTTP API or MCP. Aggregates DuckDuckGo, Brave & Yahoo. Built…

★ 134 MCP 服务器
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jackkuo666/pubmed-mcp-server

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🔍 Enable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface.

★ 132 MCP 服务器
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MCP-searxng

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Connect to SearXNG instances.

★ 132 MCP 服务器
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server-google-news

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Google News via SerpAPI: search headlines, stories and related topics, with automatic topic categorization and multi-language support.

★ 131 MCP 服务器
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healthcare-mcp-public

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A Model Context Protocol (MCP) server providing AI assistants with access to healthcare data and medical information tools, including FDA…

★ 131 MCP 服务器
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obsidian-mcp-connector

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Your Obsidian vault, exposed to Claude, Codex, Cursor and any MCP client. Runs inside Obsidian, on-device semantic search, no cloud…

★ 131 MCP 服务器
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mikechao/brave-search-mcp

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Web, image, news, video and local point-of-interest search using Brave's Search API.

★ 131 MCP 服务器
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mnem

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Git for AI Agent Knowledge. A persistent, versioned memory layer for AI systems. Hybrid GraphRAG retrieval. Runs entirely offline.

★ 125 MCP 服务器
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pubmedmcp

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A MCP server for PubMed data

★ 122 MCP 服务器
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pmndrs docs

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Search and read the docs and examples of react-three-fiber, drei, zustand, jotai... from your agent

★ 120 MCP 服务器
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academic-search-mcp-server

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Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref.

★ 119 MCP 服务器
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Obsidian Hybrid Search

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Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.

★ 119 MCP 服务器
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deep-research-mcp

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Deep research via the OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support.

★ 116 MCP 服务器
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vectorize-mcp-server

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官方

Retrieval, private deep research, file-to-Markdown extraction and text chunking via Vectorize.

★ 115 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.

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

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Capture website screenshots, tiling full pages into 1072x1072 chunks for Claude Vision, with configurable viewports and wait strategies…

★ 111 MCP 服务器
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huashu-doubao-search

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豆包搜索 MCP server — 给换了国产模型的 Claude Code 补上联网能力。字节系信源、千字正文、每月500次免费 | Agent-first web search MCP

★ 109 MCP 服务器
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doc-scraper

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

★ 109 MCP 服务器