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licenseA
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maintenanceA 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.
4
100
2
MIT
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"Information about RAG" matching MCP servers:
dryad-rag-mcpofficial
AlicenseAqualityCmaintenanceExposes a RAG document-search API as MCP tools (rag_health, rag_ingest, rag_query), enabling agents to index and search markdown documents with cited results through natural language.3MIT- AlicenseAqualityBmaintenanceEnables AI agents to search and retrieve detailed information about US golf courses, including course details, tees, climate, and nearby points of interest.64703MIT
OpenTofu MCP Serverofficial
AlicenseAqualityBmaintenanceA Model Context Protocol server that allows AI assistants to search for and retrieve information about OpenTofu providers, modules, resources, and data sources from the OpenTofu Registry.5203106Mozilla Public 2.0- AlicenseCqualityCmaintenanceEnables large language models to retrieve up-to-date and correct information about dlt pipelines, datasets, and schemas, improving AI-assisted development.810Apache 2.0
Nefino MCP Serverofficial
Alicense-quality-maintenanceProvides large language models with access to news and information about renewable energy projects in Germany, allowing filtering by location, topic (solar, wind, hydrogen), and date range.- Alicense-qualityBmaintenanceA Model Context Protocol server for indexing and searching local document collections with hybrid BM25+vector search, optimized for Korean and English, supporting DOCX, PDF, audio, and more.MIT
mcp-server-rag-web-browserofficial
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 2.0- Alicense-qualityAmaintenanceA local-first RAG engine that ingests documents (PDF, Markdown, images, etc.) and provides hybrid search, reranking, and LLM answer synthesis via MCP for AI agent integration.1MIT
Cortex MCPofficial
Alicense-qualityDmaintenanceA Model Context Protocol server that provides natural language access to Cortex API, enabling users to query information about their system's structure and make faster decisions about services, incidents, and team responsibilities.8MIT- Flicense-qualityDmaintenanceProvides read-only access to query and retrieve information about devices, fleets, events, and configurations managed by Flight Control through a safe integration layer supporting filtering and selector-based queries.
- Flicense-qualityBmaintenanceEnables querying context about the MAM product components and architecture through MCP, allowing agents to retrieve targeted product information on demand instead of loading full documentation.
devitway-rag-starterofficial
Flicense-qualityCmaintenanceMinimal local RAG stack with an MCP server that provides document search for any agent.1- Flicense-qualityBmaintenanceEnables querying a Neo4j knowledge graph about Wroclaw University of Science and Technology using natural language. Converts user questions into Cypher queries and retrieves contextual information through an intelligent RAG pipeline with LLM-powered query routing.5
Meertrack MCPofficial
AlicenseAqualityBmaintenanceAn MCP server for Meertrack that enables users to ask their AI agent about competitors' recent activities, digests, and product changes via natural language.83451MIT
testigo-recall-mcpofficial
FlicenseAqualityCmaintenanceMCP server that exposes pre-extracted facts about code behavior, design decisions, and assumptions to AI agents, saving time and tokens by avoiding direct source file reading.6
Mallory MCP Serverofficial
AlicenseAqualityFmaintenanceA robust Model Control Protocol server that enables AI agents to access real-time cyber threat intelligence and detailed information about vulnerabilities, threat actors, malware, and other cyber-security entities.108Apache 2.0
ZEVO Host MCP Serverofficial
FlicenseAqualityCmaintenanceGives AI agents read-only access to ZEVO financial data, enabling queries about vehicles, bookings, transactions, and more through natural language.10
microquery-mcpofficial
AlicenseAqualityDmaintenanceMCP server to ask research questions about real-world datasets and get actual database records back, with auto-registration and trial credit.4MIT- AlicenseAqualityDmaintenanceConnect AI assistants to Manticore Search. Execute SQL queries, list tables, get schemas, and fetch documentation. Perfect for building RAG applications and search-powered AI agents.54Apache 2.0
