Content & Search MCP Servers
Discover specialized Model Context Protocol servers designed for content & search applications. Enhance your AI systems with powerful content & search capabilities.
What are Content & Search MCP Servers?
Content & Search MCP servers enable AI models to access, retrieve, and analyze information from various sources. These servers provide powerful search capabilities, content indexing, and knowledge retrieval functions.
By leveraging Content & Search MCP servers, developers can create more powerful and context-aware AI applications that seamlessly integrate with existing systems and workflows.
Key Benefits
- ✓ Advanced semantic search capabilities
- ✓ Multi-source content aggregation and analysis
- ✓ Real-time information retrieval from diverse sources
- ✓ Contextual understanding of search queries
Popular Use Cases
Discover how organizations are leveraging Content & Search MCP servers to enhance their AI applications and solve real-world challenges.
Knowledge base and document retrieval systems
Research assistants with multi-source search capabilities
Content recommendation engines
Semantic search applications for enterprise data
Content & Search MCP Servers
Browse our collection of 35 Model Context Protocol servers designed for content & search applications.
Apify
CommunityActors MCP Server: Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more
Browserbase
CommunityAutomate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
Chroma
CommunityVector database server for semantic document search and metadata filtering, built on Chroma
cognee-mcp
CommunityGraphRAG memory server with customizable ingestion, data processing and search
Contentful-mcp
CommunityRead, update, delete, publish content in your Contentful space(s) from this MCP Server.
Elasticsearch
CommunityMCP server implementation that provides Elasticsearch interaction.
Everything Search
CommunityFast file searching capabilities across Windows (using Everything SDK), macOS (using mdfind command), and Linux (using locate/plocate command).
FireCrawl
CommunityAdvanced web scraping with JavaScript rendering, PDF support, and smart rate limiting
Google Custom Search
CommunityProvides Google Search results via the Google Custom Search API
Meilisearch
CommunityInteract & query with Meilisearch (Full-text & semantic search API)
Needle
CommunityProduction-ready RAG out of the box to search and retrieve data from your own documents.
Oxylabs
CommunityScrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.
Playwright
CommunityThis MCP Server will help you run browser automation and webscraping using Playwright
RAG Web Browser
CommunityAn MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
Rijksmuseum
CommunityInterface with the Rijksmuseum API to search artworks, retrieve artwork details, access image tiles, and explore user collections.
Tavily search
CommunityAn MCP server for Tavily's search & news API, with explicit site inclusions/exclusions
Ticketmaster
CommunitySearch for events, venues, and attractions through the Ticketmaster Discovery API
TMDB
CommunityThis MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations.
Travel Planner
CommunityTravel planning and itinerary management server integrating with Google Maps API for location search, place details, and route calculations.
Integrate Content & Search MCP Servers Today
Ready to enhance your AI applications with powerful content & search capabilities? Start integrating these MCP servers into your projects today and unlock new possibilities for your AI systems.