Qdrant with OpenAI Embeddings
Connects AI systems to Qdrant vector databases for semantic search using OpenAI embeddings, enabling contextual document retrieval and knowledge base querying.
Directory
Search MCP Servers
Kagi Search
Integrates Kagi search API to provide web search, news retrieval, and fast GPT-powered question answering for up-to-date information access and content…
Solr Vector Search
Bridges Apache Solr search indexes with vector embeddings for hybrid keyword and semantic document retrieval, enabling contextual searches against structured…
Google Search
Provides Google Custom Search functionality for web searches, returning structured results including titles, links, and snippets without leaving the…
DuckDuckGo Search
Integrates with DuckDuckGo to enable web search functionality, returning results as structured data for easy incorporation into AI workflows.
SearxNG Search
Enables web searches through a user-specified SearxNG instance, returning structured results with titles, URLs, and content snippets for private or customized…
Brave Search
Integrates with Brave Search to enable web and local business searches with detailed information retrieval, including ratings, hours, and descriptions for both…
Fleets
Multi-site analytics for AI agents. Read-only GA4, Search Console, Cloudflare edge, and PageSpeed data across every site you run, plus audits that return…
Agentic News
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — create AI agents that track any topic 24/7 across thousands of sources. Get…
Azure DevOps MCP Server
An MCP server that enables AI assistants like Claude to interact with Azure DevOps APIs. It supports both Azure DevOps Services (cloud) and Azure DevOps Server…
AI Prompts Finder
Provides a searchable repository of AI prompts with fuzzy matching capabilities for quick retrieval based on specific rules or search criteria.
Bilibili Search
Enables search across Bilibili's Chinese video platform through a lightweight FastMCP interface that retrieves video content, user information, and other…
Kagi
Perform privacy-focused web searches via Kagi's search engine.
BigGo
Integrates with BigGo's price comparison APIs to search products across multiple e-commerce platforms, track price histories, and compare specifications for…
NPM Search
Enables npm package searches via CLI, facilitating JavaScript library discovery and dependency management
Dappier (Real-Time Data Search)
Connects AI assistants to real-time, rights-cleared data from trusted sources through search and recommendation tools for retrieving web results, financial…
Unsplash
Integrates with Unsplash's photo library to enable image search and retrieval with customizable parameters including search terms, pagination, ordering, color…
Advanced Reasoning
Provides advanced reasoning capabilities through simulated algorithms including Monte Carlo Tree Search, Beam Search, and Hybrid Reasoning, delivering…
Google Jobs
Integrates with Google Jobs search via Serp API to enable efficient querying and retrieval of job listings for career guidance, labor market analysis, and…
Marginalia Search
Integrates Marginalia Search to discover non-commercial and independent web content for research, trend analysis, and alternative perspectives.
Local Web Search
Integrates with a headless browser to perform Google searches and extract web content, enabling local web search capabilities for up-to-date information…
Glean
Integrates Glean's search and chat APIs to enable natural language interactions with organizational knowledge bases and chatbots.
Jina AI Web Search
Integrates with Jina AI's web search and content fetching APIs, enabling web searches and URL content extraction for research tasks and information retrieval…
Perplexity Search
Integrates with Perplexity AI search API to enable real-time web searches with customizable parameters for recency filtering, domain-specific queries, and…