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Server Details

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

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
velarynai/ragora-mcp
GitHub Stars
0
Server Listing
ragora

See and control every tool call

Log every tool call with full inputs and outputs
Control which tools are enabled per connector
Manage credentials once, use from any MCP client
Monitor uptime and get alerted when servers go down

Available Tools

3 tools
discover_collectionsInspect

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.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

search_collectionInspect

Search a specific knowledge base by name.

Use discover_collections() first to find available collection names.

ParametersJSON Schema
NameRequiredDescriptionDefault
queryYesNatural language search query.
top_kNoMaximum number of results to return (default 5).
filtersNoOptional metadata filters. Use discover_collections() to see available filter fields for each collection.
custom_tagsNoOptional explicit tags to scope retrieval. Use discover_collections() to see available tags for each collection.
collection_nameYesHuman-readable collection name or slug (e.g. "employee_handbook").

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