Needle
Production-ready RAG service to search and retrieve data from your documents.
10K+pulls7 ToolsPackaged byDocker, with additional security features including SBOMs, provenance, signing, and multi-arch supportRequires Secrets
Tools
| Name | Description |
|---|---|
needle_create_collection | Create a new document collection in Needle for organizing and searching documents. A collection acts as a container for related documents and enables semantic search across its contents. Use this tool when you need to: - Start a new document organization - Group related documents together - Set up a searchable document repository Returns a collection ID that's required for subsequent operations. Choose a descriptive name that reflects the collection's purpose for better organization. |
Related servers
Brave SearchSearch the Web for pages, images, news, videos, and more using the Brave Search API.
ElasticsearchInteract with your Elasticsearch indices through natural language conversations.
ArXivThe ArXiv MCP Server provides a comprehensive bridge between AI assistants and arXiv's research repository through the Model Context Protocol (MCP). Features: • Search arXiv papers with advanced filtering • Download and store papers locally as markdown • Read and analyze paper content • Deep research analysis prompts • Local paper management and storage • Enhanced tool descriptions optimized for local AI models • Docker MCP Gateway compatible with detailed context Perfect for researchers, academics, and AI assistants conducting literature reviews and research analysis. **Recent Update**: Enhanced tool descriptions specifically designed to resolve local AI model confusion and improve Docker MCP Gateway compatibility.
EverArt (Archived)Image generation server using EverArt's API.