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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XERJ

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The search engine for AI agents: cited answers from your local code, docs, specs and logs.

★ 18,620 MCP 服务器
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hexstrike-ai

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HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity…

★ 13,443 MCP 服务器
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open-seo-mcp-skills

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Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your…

★ 8,954 MCP 服务器
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Sui Knowledge Base (kapa.ai)

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Semantic search across Sui documentation and knowledge sources, powered by kapa.ai

★ 7,783 MCP 服务器 需要鉴权
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54yyyu/zotero-mcp

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Search, read, annotate, and add to your Zotero research library, local or web.

★ 5,811 MCP 服务器
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wigolo

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Local-first web intelligence MCP server for AI coding agents

★ 5,533 MCP 服务器
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Code-Graph-RAG

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Knowledge-graph RAG for multi-language codebases: index, query and edit code in natural language.

★ 5,345 MCP 服务器
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exa-labs/exa-mcp-server

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

★ 5,214 MCP 服务器
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blazickjp/arxiv-mcp-server

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

★ 3,259 MCP 服务器
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paper-search-mcp

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MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.

★ 3,021 MCP 服务器
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trieve

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Crawl, embed, chunk, search and retrieve information from datasets through Trieve.

★ 2,723 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

★ 2,715 MCP 服务器
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perplexityai/modelcontextprotocol

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An MCP server that connects to Perplexity's Sonar API, enabling real-time web-wide research in conversational AI.

★ 2,614 MCP 服务器
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tavily-mcp

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MCP server for advanced web search using Tavily

★ 2,480 MCP 服务器
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anysearch-mcp-server

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Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page URL…

★ 2,062 MCP 服务器
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open-webSearch

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Multi-engine web search across Bing, Baidu, DuckDuckGo, Brave, Exa and CSDN.

★ 1,900 MCP 服务器
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ToolUniverse

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2,700+ scientific tools for AI scientists: life science, research, literature, and more.

★ 1,779 MCP 服务器
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nickclyde/duckduckgo-mcp-server

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Web search using DuckDuckGo, with content fetching and parsing.

★ 1,573 MCP 服务器
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brave-search-mcp-server

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

★ 1,564 MCP 服务器
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openserp

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Self-hosted web search for AI agents and SEO. Google, Bing, Yandex, Baidu, DuckDuckGo & Ecosia, rendered in a real browser: ranked results…

★ 1,562 MCP 服务器
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nocturne_memory

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A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI…

★ 1,425 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

★ 1,351 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

★ 1,237 MCP 服务器
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mrkrsl/web-search-mcp

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A server that provides local, full web search, summaries and page extration for use with Local LLMs.

★ 1,197 MCP 服务器
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fetcher-mcp

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Fetch web page content using a Playwright headless browser, supporting JavaScript rendering, content extraction and Markdown or HTML output.

★ 1,088 MCP 服务器
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world-intel-mcp

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160-tool MCP server for real-time global intelligence from free public APIs: markets, liquidity, prediction markets, SEC filings,…

★ 1,066 MCP 服务器
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minima

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Local RAG (on-premises) with MCP server.

★ 1,056 MCP 服务器
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idea-reality-mcp

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Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.

★ 830 MCP 服务器
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Wax

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Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API.…

★ 808 MCP 服务器
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context-portal

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Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables…

★ 768 MCP 服务器
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Synaplan

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Self-hosted AI workspace: semantic RAG document search, long-term memory, and AI chat via MCP.

★ 732 MCP 服务器 可访问
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Farm.js Docs

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Search and read the Farm.js docs: pages, sections, code examples and config options.

★ 670 MCP 服务器
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haiku.rag

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Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval

★ 654 MCP 服务器
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google-search

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A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP…

★ 625 MCP 服务器
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stumason/coolify-mcp

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46 optimized tools for managing Coolify infrastructure, diagnostics, and docs search

★ 620 MCP 服务器
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kagimcp

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Search the web with Kagi Search.

★ 560 MCP 服务器
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Mantic.sh

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A structural code search engine for Al agents.

★ 553 MCP 服务器
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notebooklm-skill

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NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP…

★ 494 MCP 服务器
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atlas-mcp-server

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A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier…

★ 480 MCP 服务器
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Agent Cockpit

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Evidence-chain whiteboard for AI research agents: every claim traces back to its run and code.

★ 463 MCP 服务器
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GrokSearch-rs

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Rust MCP server for Grok web search and Tavily-backed source retrieval

★ 456 MCP 服务器
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micro/mu

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News, web search, mail, markets, weather, places, files, calendar, contacts. 67 tools, one endpoint.

★ 438 MCP 服务器 可访问
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marm-memory

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Universal MCP Server with advanced AI memory capabilities and semantic search.

★ 434 MCP 服务器
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Google-Scholar-MCP-Server

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A MCP Server for Google Scholar: 🔍 Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.

★ 432 MCP 服务器
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PageIndex MCP

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Reasoning-based RAG system for chatting with long PDFs. Supports local and online files.

★ 411 MCP 服务器
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kindly-web-search-mcp-server

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Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot,…

★ 402 MCP 服务器
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Proa documentation

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Search and read official Proa Rust framework documentation. Public, read-only, no credentials.

★ 384 MCP 服务器
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nature-academic-search

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Academic Paper Search:中文科研用户的 Codex / Claude Code / DeepSeek Harness Skill + MCP;跨 CrossRef、PubMed、arXiv、OpenAlex、Europe PMC 检索去重,支持…

★ 378 MCP 服务器
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gptr-mcp

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MCP server for enabling LLM applications to perform deep research via the MCP protocol

★ 377 MCP 服务器
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semrush-ai-tool

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Semrush SEO AI-powered analysis tool MCP server & CLI for keyword research, domain analytics, backlink analysis

★ 365 MCP 服务器
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EveryInfra

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Structured data from 106 platforms (RedNote, Douyin, TikTok, Amazon), web search, CAPTCHA solving.

★ 352 MCP 服务器
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VeritasGraph

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Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.

★ 326 MCP 服务器
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proxy-intell/facebook-ads-library-mcp

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Get any answer from the Facebook Ads Library, conduct deep research including messaging, creative testing and comparisons in seconds.

★ 323 MCP 服务器
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research-toolkit

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Eight local research workflow tools for task setup, saved progress, stage guidance, configurable report review, and delivery checks.

★ 313 MCP 服务器
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jsonallen/perplexity-mcp

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A Model Context Protocol (MCP) server that provides web search functionality using Perplexity AI's API.

★ 310 MCP 服务器
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OrchestKit Docs MCP

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Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.

★ 300 MCP 服务器
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dainfernalcoder/perplexity-mcp

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A Model Context Protocol (MCP) server for research and documentation assistance using Perplexity AI. Won 1st @ Cline Hackathon

★ 297 MCP 服务器
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Vibe Prospecting

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B2B company and contact data for lead lists, enrichment, research, and outreach. OAuth sign-in.

★ 293 MCP 服务器 需要鉴权
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ramsesaguirre777/facebook-ads-library-mcp

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Free, self-hosted MCP server that scrapes the public Facebook Ad Library (no API token) for competitive ad research — advertiser, copy,…

★ 287 MCP 服务器
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Alfanous - Quranic Search Engine

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Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.

★ 286 MCP 服务器