A
license-
qualityC
maintenanceEnables document-based Q&A with multi-modal RAG, hybrid retrieval, knowledge graph reasoning, and multi-agent orchestration via MCP tools.
4
MIT
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"Information about RAG (Retrieval-Augmented Generation) or rag-related topics" matching MCP servers:
- Flicense-qualityBmaintenanceEnables creating Manim animations via natural language commands using DeepSeek API, with a RAG system for Manim documentation retrieval.
- Alicense-qualityCmaintenanceA local Retrieval-Augmented Generation system that enables AI agents to query and retrieve information from document collections using ChromaDB vector search and Ollama LLMs through a FastAPI interface.86MIT
- Alicense-qualityBmaintenanceEnables AI agents to query OpenRouter model information including prices, ELO rankings, context, and perform comparisons.4451MIT
- Alicense-qualityDmaintenanceMCP server for Google's Gemini File Search (RAG). Manage file search stores, upload documents, and query with RAG through 12 tools.11MIT
- Flicense-qualityBmaintenanceMCP server that provides OpenRouter model pricing data, enabling price lookups, trending/cheapest lists, and model searches without an API key.
- Flicense-qualityDmaintenanceThe MCP server provides tools for entity extraction, query refinement, and relevance checking to enhance RAG applications by integrating with OpenAI and Gemini.
- AlicenseAqualityAmaintenanceMulti-provider image generation MCP server that enables image generation from Claude Desktop, Claude Code, or any MCP client using OpenAI, Google Gemini, Stable Diffusion, or a placeholder provider.101MIT
- FlicenseCqualityCmaintenanceA local-first AI backend that combines Model Context Protocol, Retrieval-Augmented Generation, and an agent runtime to answer questions from a private knowledge base.1
- Flicense-qualityBmaintenanceProvides current weather information for any location and generates AI-powered responses using Google Gemini through FastMCP.
- AlicenseBqualityDmaintenanceEnables image and video generation using BigModel AI's CogView and CogVideoX models via MCP, supporting batch image generation and various configuration options.6534MIT
- Alicense-qualityBmaintenanceEnables generating images from text prompts using various AI models (FLUX, Recraft, GPT Image, etc.) and automatically delivering them through Cloudinary's platform.11MIT
- Flicense-qualityBmaintenanceEnables autonomous generation of long-form YouTube documentaries (15-25 minutes) with minimal human intervention, focusing on historical niches like Byzantine history.
- Flicense-qualityDmaintenanceProvides image generation capabilities using Google's Gemini 2.0 Flash Preview model through the MCP protocol, enabling AI assistants to generate high-quality images from text prompts.
- AlicenseAqualityBmaintenanceA hosted multimodal RAG MCP server that enables natural language queries over text and visual content (PDFs, images, etc.) with verifiable citations, easily run via npx with a Calypso API key.41002MIT
- Flicense-qualityCmaintenanceGenerates images using OpenRouter models and retrieves user-uploaded images from LibreChat database, enabling image generation and editing with reference images.
- Alicense-qualityCmaintenanceAn MCP server for AI image generation with dual-provider support for OpenAI-compatible models and Google Gemini. It returns standard MCP ImageContent blocks.22MIT
- Alicense-qualityDmaintenanceEnables detection of AI-generated content in images, videos, audio, and text via the AI or Not API. Supports media analysis tools for deepfakes, synthetic voices, and AI-written text.1MIT
- Alicense-qualityBmaintenanceEnables text-to-image generation using the api.airforce API, with a generate_image tool and model discovery resource.MIT
- Alicense-qualityCmaintenanceEnables image generation and editing via ChatGPT web without API keys, saving images locally with conversation-aware editing.141MIT
