MCP servers leaderboard.
Servers that expose tools, resources and prompts to any MCP client. Browse all of them at /servers.
| # | Listing | Category | Stars / day | Stars | Since |
|---|---|---|---|---|---|
| 1 | Firecrawl MCP Server Search and extract web content through MCP. | Search & research | 11 | 7.6k | Dec 2024 |
| 2 | Exa MCP Provide web search, crawling and coding context to MCP clients. | Search & research | 7.5 | 5.1k | Nov 2024 |
| 3 | Perplexity MCP Server Perplexity MCP server for real-time web search, reasoning and research through the Perplexity API. | Search & research | 4.5 | 2.6k | Mar 2025 |
| 4 | Tavily MCP Give MCP clients web search, extraction, mapping and crawling tools. | Search & research | 3.9 | 2.4k | Jan 2025 |
| 5 | Brave Search MCP Server Search the web and retrieve image, video and related results through Brave Search. | Search & research | 3.1 | 1.5k | Jun 2025 |
| 6 | YouTube Transcript + YouTube Search MCP YouTube transcripts, search, channel browsing, and playlists for AI agents via MCP. | Search & research | 1.2 | 26 | Sep 2026 |
| 7 | Biomcp BioMCP: Biomedical Model Context Protocol. | Search & research | 1.2 | 646 | Apr 2025 |
| 8 | Kagi Search The Official Model Context Protocol (MCP) server for Kagi Search & other tools. | Search & research | 0.8 | 532 | Dec 2024 |
| 9 | gadak Ask a local SQLite mirror of your Jira and Confluence: SQL, full-text search, issue detail. | Search & research | 0.7 | 43 | Aug 2026 |
| 10 | Nimrod Research Web research for agents: quality-scored Google search, webpage extraction, and deep research. | Search & research | 0.4 | 256 | Dec 2024 |
| 11 | Scrapeless Integrate real-time Scrapeless Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications. | Search & research | 0.3 | 169 | Apr 2025 |
| 12 | AgentQL Model Context Protocol server that integrates AgentQL's data extraction capabilities. | Search & research | 0.3 | 181 | Dec 2024 |
| 13 | Search1API Official Search1API MCP server for web search, news, crawling, sitemaps, and trends—hosted with OAuth 2.1 or local via npm. | Search & research | 0.3 | 173 | Nov 2024 |
| 14 | Vectorize Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking. | Search & research | 0.2 | 115 | Mar 2025 |
| 15 | DeepResearch The Octagon Deep Research MCP server provides specialized AI-powered comprehensive research and analysis capabilities by integrating with advanced deep research agents. | Search & research | 0.2 | 93 | Jun 2025 |
| 16 | Oxylabs Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction. | Search & research | 0.2 | 105 | Jan 2025 |
| 17 | Linked API MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data. | Search & research | 0.2 | 68 | Aug 2025 |
| 18 | Crawlbase MCP Crawlbase MCP Server connects AI agents and LLMs with real-time web data. | Search & research | 0.1 | 58 | Jul 2025 |
| 19 | WebScraping.AI A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities. | Search & research | 0.1 | 44 | Apr 2025 |
| 20 | IP2Location.io IP Geolocation MCP server using IP2Location.io API. | Search & research | 0.0 | 16 | Jun 2025 |
| 21 | Campertunity Search campgrounds around the world on campertunity, check availability, and provide booking links. | Search & research | 0.0 | 17 | May 2025 |
| 22 | Driflyte The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages. | Search & research | 0.0 | 11 | Aug 2025 |