Ragora
Search across all your knowledge bases to retrieve relevant information instantly from connected documentation. Discover specific collections and perform targeted queries to get precise answers for any topic. Compare information across multiple sources and monitor usage to manage your data assets efficiently.
https://ragora--velarynai.run.tools
How to connect
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Smithery (hosted)
1. Open https://smithery.ai/servers/velarynai/ragora 2. Click Connect and complete OAuth in your MCP client (Claude, Cursor, VS Code, etc.) 3. MCP endpoint: https://ragora--velarynai.run.tools
Tools (4)
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discover_collectionsDiscover 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.
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searchSearch 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. Args: query: Natural language search query. top_k: Maximum number of results to return (default 5).
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search_collectionSearch a specific knowledge base by name. Use discover_collections() first to find available collection names. Args: collection_name: Human-readable collection name or slug (e.g. "employee_handbook"). query: Natural language search query. top_k: Maximum number of results to return (default 5). custom_tags: Optional explicit tags to scope retrieval. filters: Optional metadata filters for explicit scoped retrieval.
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check_balanceCheck your current credit balance. Returns your remaining balance and estimated USD value.