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Information about RAG
Why this server?
This server implements an MCP server for the RAG Web Browser Actor, which serves as a web browser for large language models (LLMs) and RAG pipelines.
Alicense-qualityFmaintenanceImplementation 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 2.0Why this server?
A Model Context Protocol server that enables semantic search and retrieval of documentation using a vector database (Qdrant), ideal for RAG applications.
Alicense-qualityFmaintenanceA Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.24135Apache 2.0Why this server?
Provides RAG capabilities for semantic document search using Qdrant vector database and Ollama/OpenAI embeddings.
Alicense-quality-maintenanceProvides RAG capabilities for semantic document search using Qdrant vector database and Ollama/OpenAI embeddings, allowing users to add, search, list, and delete documentation with metadata support.1516Why this server?
Enables fetching relevant content and embeddings from Supavec via the Model Context Protocol, allowing AI assistants like Claude to access vector search capabilities for RAG.
AlicenseBqualityDmaintenanceEnables fetching relevant content and embeddings from Supavec via the Model Context Protocol, allowing AI assistants like Claude to access vector search capabilities.294MITWhy this server?
An open protocol server that implements Anthropic's Model Context Protocol to enable seamless integration between LLM applications and RAG data sources using Sionic AI's Storm Platform.
Flicense-qualityDmaintenanceAn open protocol server that implements Anthropic's Model Context Protocol to enable seamless integration between LLM applications and RAG data sources using Sionic AI's Storm Platform.40Why this server?
Enables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes.
Alicense-qualityFmaintenanceEnables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes.2,673410MITWhy this server?
An MCP server that enables AI models to retrieve information from Ragie's knowledge base through a simple 'retrieve' tool.
AlicenseBqualityCmaintenanceAn MCP server that enables AI models to retrieve information from Ragie's knowledge base through a simple 'retrieve' tool.16191MITWhy this server?
"primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨
AlicenseAqualityAmaintenance"primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨5133PythonMITWhy this server?
A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup
AlicenseAqualityAmaintenanceA Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup14997MIT