evgenygurin/r2r-ultra-mcp-server
3.2
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FastMCP Server provides tools for seamless R2R API integration, mapping directly to slash commands for efficient operations.
Tools
Functions exposed to the LLM to take actions
r2r_search
Hybrid search (semantic + fulltext)
r2r_rag
RAG query with generation
r2r_agent
Multi-turn agent conversation
r2r_collections_list/create/get
Collection management
r2r_upload
Document upload
r2r_examples
Interactive examples catalog
r2r_workflows
Automated workflows
r2r_quick
Quick one-line tasks
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client