Calypso Multimodal RAG MCP Server
OfficialRelated Servers
Alternatives to Calypso Multimodal RAG MCP Server
No user-submitted related servers found.
Related Servers
- AlicenseNot gradedqualityFmaintenanceAn MCP server that provides comprehensive multimodal Retrieval-Augmented Generation (RAG) capabilities for processing and querying document directories, supporting text, images, tables, and equations.37MIT
- AlicenseNot gradedqualityDmaintenanceA Model Context Protocol server that enables any MCP-compatible application to perform advanced multi-modal document processing and retrieval using RAG-Anything.MIT
- AlicenseNot gradedqualityCmaintenanceMCP server for a self-hosted RAG system that enables AI tools to search and retrieve grounded answers from locally ingested documents via MCP tools, with local embeddings and no API key required.MIT
- FlicenseNot gradedqualityDmaintenanceAn MCP server for document parsing, ingestion, query (including multimodal), and lightweight knowledge graph inspection, enabling RAG workflows via the Model Context Protocol.-

doc-searchofficial
AlicenseNot gradedqualityCmaintenanceMCP server for hybrid documentation search (keyword + vector) and RAG chat, enabling natural language queries with cited answers from indexed repositories.MIT- AlicenseNot gradedqualityDmaintenanceRAGX MCP Server enables retrieval-augmented generation with document ingestion, hybrid search, and agentic answering using Claude, exposing tools for querying, searching, and managing documents.2MIT
TDQS
Scored across 4 tools
Each tool has a clearly distinct purpose: listing buckets, uploading a single file, uploading a batch of files, and querying the RAG agent. The two upload tools are well-separated by single vs. batch semantics, and the descriptions reinforce the boundaries.
Most tools follow a consistent `calypso-<verb>-<object>` pattern (list-knowledge-buckets, upload-knowledge-file, upload-knowledge-files-batch). The `calypso-rag-agent` tool deviates as it names a service rather than an action, but the prefix and hyphenation maintain a readable, predictable style.
Four tools is well-scoped for a focused multimodal RAG server. Each tool addresses a core need (bucket discovery, ingestion, bulk ingestion, and retrieval/chat), and none feel redundant or unnecessary.
The core workflow is covered: list buckets to find destinations, upload files (single or batch), and query via the RAG agent. Minor gaps exist (no explicit file deletion/update or bucket creation), but they are likely outside the intended scope and do not block the primary use case.