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licenseNot graded
qualityB
maintenanceEnables any MCP-compatible AI assistant to search, filter, and retrieve information from a local document collection using a hybrid search pipeline with vector, BM25, reranking, and LLM enrichment.
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actor.apify.nexgendata--real-estate-mcp-server
"A server for searching the web in real time" matching MCP servers:
- FlicenseNot gradedqualityDmaintenanceAn MCP (Multi-Agent Conversation Protocol) Server that provides access to Google's Real-Time Bidding API, enabling programmatic interactions with RTB functionalities through natural language.
- FlicenseCqualityBmaintenanceGenerates production-ready short video scripts from real-time web search data using Tavily and Gemini, exposed as MCP tools.2
- AlicenseAqualityAmaintenanceA fast, dependency-light MCP server that converts web pages into clean Markdown, structured metadata, and classified links for language models.339MIT
- AlicenseAqualityAmaintenanceAn Operit-compatible adapter of the Exa MCP server, enabling web search, code search, and company research capabilities in AI assistants. It fixes MCP handshake compatibility issues, allowing tools like web_search_exa and web_fetch_exa to load and run reliably.237,614MIT
- AlicenseAqualityBmaintenanceAn MCP server that runs Apify scraping actors with quality-gated validation, scoring, and retries, returning embedding-ready chunks for AI agents.7MIT
- FlicenseAqualityCmaintenanceA focused MCP server that provides a single web_search tool for web searches, integrating Tavily and Brave with automatic fallback and key rotation.1
- AlicenseBqualityDmaintenanceAn MCP server that enables AI models to perform Google Web searches using the Gemini API, complete with citations and grounding metadata for accurate information retrieval. It is compatible with Claude Desktop and other MCP clients for real-time web access.13Apache 2.0
mcp-server-rag-web-browserofficial
AlicenseNot gradedqualityFmaintenanceImplementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.75208Apache 2.0- AlicenseNot gradedqualityCmaintenanceA proof of concept MCP server for Apache OFBiz7Apache 2.0
- AlicenseNot gradedqualityDmaintenanceThis project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for QuickBooks Time (beta): https://www.cdata.com/download/download.aspx?sku=HCZK-V&type=betaMIT
- AlicenseNot gradedqualityAmaintenanceA self-hosted MCP server that crawls, indexes, and searches documentation from any website locally, including private sites requiring authentication. It provides hybrid search capabilities and local embedding generation to maintain privacy while keeping AI assistant knowledge up to date.2,001MIT
- AlicenseNot gradedqualityDmaintenanceEnables extracting clean, structured markdown from any URL—stripping nav, ads, and scripts—for RAG pipelines and AI research agents, with pay-per-call micropayments via x402.MIT
- FlicenseNot gradedqualityBmaintenanceMCP server for semantic search over PDF documents using RAG, pgvector, and OpenAI embeddings. Includes a web app for document upload and management.
- FlicenseNot gradedqualityCmaintenanceProvides free web search, content fetching, image search, and deep research via SearXNG, no API keys required.
- FlicenseNot gradedqualityCmaintenanceMCP server for searching web documentation via sitemap.xml, enabling semantic search across multiple documentation sites using Ollama embeddings.
- FlicenseNot gradedqualityCmaintenanceAll In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...106
- FlicenseNot gradedqualityDmaintenanceProvides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.10
- FlicenseNot gradedqualityDmaintenanceProvides a Google search tool via the Serper API, returning structured results and a summary answer for LLMs like Claude.1
- FlicenseNot gradedqualityBmaintenanceMCP server that provides web search via LLM API gateways with server-side search, returning cited answers and multi-provider fallback.
