SuiAgentic
A FastAPI-based application that enables document embedding and semantic retrieval using Qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through natural language queries.
What is SuiAgentic?
SuiAgentic is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to fastapi-based application that enables document embedding and semantic retrieval using qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through...
A FastAPI-based application that enables document embedding and semantic retrieval using Qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through natural language queries.
This server falls under the Data Science & ML category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- A FastAPI-based application that enables document embedding
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx suiagenticConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about SuiAgentic
What is SuiAgentic?
SuiAgentic is a Model Context Protocol (MCP) server that fastapi-based application that enables document embedding and semantic retrieval using qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through natural language queries. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install SuiAgentic?
Follow the installation instructions on the SuiAgentic GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with SuiAgentic?
SuiAgentic works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is SuiAgentic free to use?
Yes, SuiAgentic is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
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Set Up SuiAgentic in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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