Vectra MCP Server
An MCP server providing tools to manage and query a Vectra knowledge base, enabling integration with MCP clients via a backend API.
Overview
what is Vectra MCP Server?
Vectra MCP Server is a Model Context Protocol (MCP) server designed for managing and querying a Vectra knowledge base, facilitating integration with MCP-compatible clients through a backend API.
how to use Vectra MCP Server?
To use the Vectra MCP Server, install the necessary dependencies, build the server, and run it. You can then interact with the server using various tools provided for managing collections and querying the knowledge base.
key features of Vectra MCP Server?
- Create and manage Vectra collections.
- Embed texts and files into Vectra collections.
- Query collections using hybrid search capabilities.
- List and delete files within collections.
- Fetch specific nodes from the underlying ArangoDB database.
use cases of Vectra MCP Server?
- Managing a knowledge base for research and data analysis.
- Integrating with applications that require access to a structured knowledge base.
- Facilitating data embedding and retrieval for machine learning applications.
FAQ from Vectra MCP Server?
- What programming language is Vectra MCP Server built with?
Vectra MCP Server is built using TypeScript.
- How can I install Vectra MCP Server?
You can install it by running
npm installafter cloning the repository.
- Is there a license for Vectra MCP Server?
Yes, it is licensed under the AGPL-3.0 license.
Recommend Servers
TraeBuild with Free GPT-4.1 & Claude 3.7. Fully MCP-Ready.
Playwright McpPlaywright MCP server
MCP AdvisorMCP Advisor & Installation - Use the right MCP server for your needs
Context7Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors
CursorThe AI Code Editor
TimeA Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.
Howtocook Mcp基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server，帮你推荐菜谱、规划膳食，解决“今天吃什么“的世纪难题；
Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today"
Visual Studio Code - Open Source ("Code - OSS")Visual Studio Code
EdgeOne Pages MCPAn MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.
DeepChatYour AI Partner on Desktop
ChatWiseThe second fastest AI chatbot™
Baidu Map百度地图核心API现已全面兼容MCP协议，是国内首家兼容MCP协议的地图服务商。
Jina AI MCP ToolsA Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.
Zhipu Web SearchZhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.
Tavily Mcp
Amap Maps高德地图官方 MCP Server
Serper MCP ServerA Serper MCP Server
MiniMax MCPOfficial MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
WindsurfThe new purpose-built IDE to harness magic
BlenderBlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.
AiimagemultistyleA Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.