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Why this server?
Provides vector database capabilities through Chroma, enabling semantic document search, metadata filtering, and document management with persistent storage.
Why this server?
Automatically indexes markdown, html, and text files in specified directories to a vector store for enhanced context.
Why this server?
Enables semantic search, image search, and cross-modal search functionalities through integration with Jina AI's neural search capabilities.
Why this server?
A high-performance FastAPI server featuring REST, GraphQL, and WebSocket APIs, along with real-time monitoring and vector search capabilities.
Why this server?
Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
Why this server?
Provides semantic search capability over Obsidian vaults and exposes recent notes as resources to Claude through the MCP protocol.
Why this server?
Provides tools for listing and retrieving content from different knowledge bases using semantic search capabilities.
Why this server?
A comprehensive suite of Model Context Protocol servers designed to extend AI agent Claude's capabilities with integrations for knowledge management, reasoning, advanced search, news access, and workspace tools.
Why this server?
A Model Context Protocol server that enables Claude Desktop to access and analyze Chinese and global financial market data through the AKShare library.
Why this server?
Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.