F
license-
qualityD
maintenanceCombines Neo4j graph database with vector search using OpenAI embeddings for intelligent semantic search across knowledge graphs.
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"Understanding Vector Search" matching MCP servers:
- AlicenseAqualityAmaintenanceEnables web search without API keys using DuckDuckGo and Bing search engines, and retrieves webpage content. Supports multiple search engines simultaneously with privacy protection and asynchronous processing.Last updated24MIT
- AlicenseAqualityCmaintenanceSearch Naver (Korea's #1 search engine) for shopping prices, real-time news, and blogs. Perfect for Korean local information.Last updated1MIT
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- AlicenseAqualityCmaintenanceMCP server for OpenAI Vector Store API, managing vector stores, files, file batches, and semantic search.Last updated215MIT
- AlicenseAqualityBmaintenanceProvides LLMs with real-time web search and content extraction capabilities, including text/news search, full-text URL reading, and targeted technical documentation search.Last updated312MIT
- JavaScriptMIT
- AlicenseAqualityAmaintenanceEnables AI assistants to search real content from Xiaohongshu and Zhihu, supporting keyword search, note details, and question retrieval.Last updated84MIT
- AlicenseAqualityCmaintenanceThe Search MCP Server enables seamless integration of network and local search capabilities in tools like Claude Desktop and Cursor, utilizing the Brave Search API for high-concurrency and asynchronous requests.Last updated178MIT
- AlicenseAqualityAmaintenanceFederated, local-first search for AI agents: one query fans across transcripts, files, a knowledge graph, a vector store, the live web, and YouTube, fused by trust-weighted RRF into one ranked answer. Five modes (grep/lexical/semantic/hybrid/rerank), runs entirely on your machine over MCP.Last updated63Apache 2.0
- MIT
- AlicenseAqualityDmaintenanceHigh-performance code understanding toolkit that enables batch reading of multiple files with dependency context, structural outline extraction with Java annotation awareness, and precise location of classes/methods across large codebases.Last updated311MIT
- GPL 3.0
- FlicenseAqualityDmaintenanceEnables Google search with advanced options (date, language, country, safe search) and webpage content extraction via the Model Context Protocol.Last updated3
- AlicenseAqualityDmaintenanceProvides privacy-focused web search capabilities with zero-data-retention for MCP-enabled applications. It allows users to execute search queries and retrieve ranked results using the Synthetic Search API.Last updated17MIT
- AlicenseAqualityBmaintenanceA Model Context Protocol server that provides real-time web search capabilities to AI assistants through pluggable search providers, currently integrated with the Brave Search API.Last updated115MIT
- AlicenseAqualityDmaintenanceAn MCP server implementation that integrates the Tavily Search API, providing optimized search capabilities for LLMs.Last updated14MIT
- AlicenseAqualityCmaintenanceCline MCP integration that allows users to save, search, and format memories with semantic understanding, providing tools to store and retrieve information using vector embeddings for meaning-based search.Last updated129MIT
- AlicenseAqualityBmaintenanceEnables real-time web search via DeepSeek's search-enhanced dialogue, providing search results as answers through MCP tools.Last updated1MIT
- FlicenseAqualityCmaintenanceA Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.Last updated262