MCP Servers
Connectors that give your AI agent hands — databases, browsers, email, payments, and every service in between.
Mastra Docs Server
★ 25,800Provides AI assistants with direct access to Mastra.ai's complete knowledge base.
AWS Documentation
✓★ 9,400Fetch, convert, and search AWS documentation pages, with recommendations for related content.
Semble
★ 5,500Fast, accurate, local code search for agents. Indexes any local path or GitHub repo on demand in ~250ms and answers queries in ~1.5ms. Works on CPU, no API keys or external services.
Exa
✓★ 4,700Search Engine made for AIs by Exa
Deep Research
★ 4,600Generates in-depth research reports using powerful AI models.
arXiv MCP Server
★ 2,900Search and analyze academic papers on arXiv.
Perplexity
★ 2,400An MCP server that connects to Perplexity's Sonar API, enabling real-time web-wide research in conversational AI.
Perplexity Ask MCP Server
★ 2,400A connector for the Perplexity API to enable web search within the MCP ecosystem.
Tavily
★ 2,200Official Tavily MCP server for AI search and content extraction, giving MCP clients web search, crawl, and extract tools.
Paper Search MCP
★ 2,000Search and download academic papers from sources like arXiv, PubMed, and Google Scholar.
AnySearch
★ 1,500Unified real-time search engine skill for AI agents.
Docs MCP Server
★ 1,500Creates a personal, always-current knowledge base for AI by indexing documentation from websites, GitHub, npm, PyPI, and local files.
DuckDuckGo Search
★ 1,300Perform web searches using the DuckDuckGo API, with features for fetching and parsing content.
ChunkHound
★ 1,300A local-first semantic code search tool with vector and regex capabilities, designed for AI assistants.
12306-mcp
★ 1,100Search for train tickets on 12306, the official China Railway website.
SearXNG
★ 1,000A Model Context Protocol Server for SearXNG
Minima
★ 1,000Local RAG (on-premises) with MCP server.
idea-reality-mcp
★ 748Pre-build reality check for AI agents. Scans GitHub, HN, npm, PyPI & Product Hunt — returns a 0-100 signal.
MCP-NixOS
★ 738A server for searching NixOS, Home Manager, and nix-darwin resources.
Airbnb
★ 482Search for Airbnb listings and retrieve their details.
Baidu Map
★ 435A Location-Based Service (LBS) providing geospatial APIs for geocoding, POI search, route planning, and more.
Kagi Search
★ 432Search the web using Kagi's search API
Google Scholar
★ 370Search and access academic papers on Google Scholar.
GPT Researcher
★ 353Conducts autonomous, in-depth research by exploring and validating multiple sources to provide relevant and up-to-date information.
Mapbox
★ 347Unlock geospatial intelligence through Mapbox APIs like geocoding, POI search, directions, isochrones and more.
Local RAG
★ 335Privacy-first local RAG server for semantic document search without external APIs
MCP Documentation Server
★ 335A server for document management and semantic search using AI embeddings, with local JSON storage.
MCP Omnisearch
★ 332Unified access to multiple search providers and AI tools like Tavily, Perplexity, Kagi, Jina AI, Brave, and Firecrawl.
TranscriptAPI YouTube Skills
★ 311Get YouTube transcripts, search videos, browse channels, and extract playlists from any AI agent — powered by TranscriptAPI.com with no API key required.
Perplexity
★ 295Intelligent search, reasoning, and research capabilities powered by Perplexity's AI models.