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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.
AsecurityAlicense-qualityImplementation 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.Last updated25204Apache 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.
-securityAlicense-qualityA 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.Last updated8132Apache 2.0Why this server?
Provides RAG capabilities for semantic document search using Qdrant vector database and Ollama/OpenAI embeddings.
-securityAlicense-qualityProvides 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.Last updated1116Apache 2.0Why 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.
AsecurityAlicenseBqualityEnables fetching relevant content and embeddings from Supavec via the Model Context Protocol, allowing AI assistants like Claude to access vector search capabilities.Last updated234MITWhy 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.
-securityFlicense-qualityAn 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.Last updated39Why this server?
Enables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes.
-securityFlicense-qualityEnables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes.Last updated333376Why this server?
An MCP server that enables AI models to retrieve information from Ragie's knowledge base through a simple 'retrieve' tool.
AsecurityAlicense-qualityAn MCP server that enables AI models to retrieve information from Ragie's knowledge base through a simple 'retrieve' tool.Last updated3087MITWhy this server?
"primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨
AsecurityAlicenseBquality"primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨Last updated1122PythonMITWhy this server?
A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup
AsecurityAlicenseAqualityA Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setupLast updated13895MIT