# Ragora MCP server

Search your knowledge bases from any AI assistant using hybrid RAG.

## Links
- Registry page: https://www.getdrio.com/mcp/io-github-mregmi-ragora-mcp
- Repository: https://github.com/velarynai/ragora-mcp
- Website: https://ragora.app

## Install
- Endpoint: https://mcp.ragora.app/mcp
- Auth: Not captured

## Setup notes
- Remote endpoint: https://mcp.ragora.app/mcp

## Tools
- discover_collections - Discover all knowledge bases you have access to.

Returns collection names, descriptions, content types, stats,
available operations, and usage examples for each collection.
Call this first to understand what data is available before searching. Endpoint: https://mcp.ragora.app/mcp
- search - Search across ALL your knowledge bases at once.

Use this when you want broad results or aren't sure which collection has the answer.
For targeted search in a specific collection, use search_collection() instead. Endpoint: https://mcp.ragora.app/mcp
- search_collection - Search a specific knowledge base by name.

Use discover_collections() first to find available collection names. Endpoint: https://mcp.ragora.app/mcp

## Resources
- ragora://collections - List all accessible knowledge base collections with descriptions, stats, and usage hints. MIME type: text/plain

## Prompts
- search_collection_prompt - Structured search prompt for querying a specific knowledge base by name. Arguments: collection_name, query
- summarize_collection - Summarize what a knowledge base contains. Arguments: collection_name
- compare_sources - Compare information across multiple knowledge bases. Arguments: collection_names, question

## Metadata
- Owner: io.github.mregmi
- Version: 3.0.0
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: Mar 5, 2026
- Source: https://registry.modelcontextprotocol.io