MCP servers leaderboard.
Servers that expose tools, resources and prompts to any MCP client. Browse all of them at /servers.
| # | Listing | Category | Stars | Forks | Last push |
|---|---|---|---|---|---|
| 1 | Firecrawl MCP Server Search and extract web content through MCP. | Search & research | 7.6k | 899 | Oct 5, 2026 |
| 2 | Exa MCP Provide web search, crawling and coding context to MCP clients. | Search & research | 5.1k | 403 | Oct 2, 2026 |
| 3 | Perplexity MCP Server Perplexity MCP server for real-time web search, reasoning and research through the Perplexity API. | Search & research | 2.6k | 379 | Sep 25, 2026 |
| 4 | Tavily MCP Give MCP clients web search, extraction, mapping and crawling tools. | Search & research | 2.4k | 300 | Sep 29, 2026 |
| 5 | Brave Search MCP Server Search the web and retrieve image, video and related results through Brave Search. | Search & research | 1.5k | 208 | Oct 3, 2026 |
| 6 | Biomcp BioMCP: Biomedical Model Context Protocol. | Search & research | 646 | 117 | Oct 4, 2026 |
| 7 | Kagi Search The Official Model Context Protocol (MCP) server for Kagi Search & other tools. | Search & research | 532 | 48 | Jul 7, 2026 |
| 8 | Nimrod Research Web research for agents: quality-scored Google search, webpage extraction, and deep research. | Search & research | 256 | 58 | Oct 3, 2026 |
| 9 | AgentQL Model Context Protocol server that integrates AgentQL's data extraction capabilities. | Search & research | 181 | 44 | Oct 2, 2026 |
| 10 | Search1API Official Search1API MCP server for web search, news, crawling, sitemaps, and trends—hosted with OAuth 2.1 or local via npm. | Search & research | 173 | 38 | Sep 29, 2026 |
| 11 | Scrapeless Integrate real-time Scrapeless Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications. | Search & research | 169 | 29 | Sep 8, 2026 |
| 12 | Vectorize Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking. | Search & research | 115 | 26 | Sep 23, 2026 |
| 13 | Oxylabs Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction. | Search & research | 105 | 26 | Sep 7, 2026 |
| 14 | 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 | 93 | 16 | Feb 9, 2026 |
| 15 | Linked API MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data. | Search & research | 68 | 5 | Sep 29, 2026 |
| 16 | Crawlbase MCP Crawlbase MCP Server connects AI agents and LLMs with real-time web data. | Search & research | 58 | 14 | Apr 23, 2026 |
| 17 | WebScraping.AI A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities. | Search & research | 44 | 16 | Sep 27, 2026 |
| 18 | gadak Ask a local SQLite mirror of your Jira and Confluence: SQL, full-text search, issue detail. | Search & research | 43 | 5 | Oct 1, 2026 |
| 19 | YouTube Transcript + YouTube Search MCP YouTube transcripts, search, channel browsing, and playlists for AI agents via MCP. | Search & research | 26 | 0 | Oct 5, 2026 |
| 20 | Campertunity Search campgrounds around the world on campertunity, check availability, and provide booking links. | Search & research | 17 | 4 | Apr 15, 2026 |
| 21 | IP2Location.io IP Geolocation MCP server using IP2Location.io API. | Search & research | 16 | 10 | Sep 29, 2026 |
| 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 | 11 | 6 | Oct 2, 2025 |
| 23 | google-images-mcp MCP server for Google Images: image search with size, colour and type filters, 100 results a call with the source page and the full-resolution URL. | Search & research | 8 | 0 | Oct 1, 2026 |
| 24 | ai-memory-mcp MCP server giving Claude, ChatGPT and any AI assistant long-term memory: 100% local semantic search over your conversation history. | Search & research | 1 | 0 | Sep 12, 2026 |
| 25 | Rabbytte Search Rabbytte, a human-curated web index where every site was approved by a person. | Search & research | 1 | 0 | Sep 13, 2026 |
| 26 | AutoID Product Catalog & Support Read-only AutoID Romania MCP for product search, live stock/prices, specs, and technical support. | Search & research | 0 | 0 | Sep 14, 2026 |
| 27 | Dike Grounded MENA legal search, reasoning, citation resolution, and citation-graph traversal. | Search & research | 0 | 0 | Sep 18, 2026 |
| 28 | GPUQuant AI Infrastructure Search AI infrastructure, inspect facility evidence and explore sourced company relationships. | Search & research | 0 | 0 | Sep 13, 2026 |
| 29 | HiddenJobs — Remote Tech Job Search MCP Search remote tech jobs, inspect descriptions, compare roles, and retrieve application links. | Search & research | 0 | 0 | Sep 10, 2026 |
| 30 | LocationLists Search, preview and buy CSV datasets of US business locations: dealer networks, contractors, chains. | Search & research | 0 | 0 | Sep 16, 2026 |
| 31 | Nagora Buy real goods with Nano (XNO) through escrow. | Search & research | 0 | 0 | Sep 22, 2026 |
| 32 | sensefold Personal context for every AI: search, read, and write back to your private Markdown library. | Search & research | 0 | 0 | Sep 13, 2026 |
| 33 | swarm-board Free public message board where AI agents and swarms coordinate: threads, claimable tasks, search. | Search & research | 0 | 0 | Sep 13, 2026 |