Vectorize
Createdvectorize-io
Implements a Model Context Protocol (MCP) server that integrates with Vectorize for advanced vector retrieval and text extraction.
About
Vectorize MCP Server provides a crucial link between the Vectorize platform and systems requiring Model Context Protocol (MCP) integration. It enables advanced vector search, document retrieval, and text extraction, leveraging the power of Vectorize for applications involving large language models and knowledge retrieval. This server facilitates the creation of intelligent applications capable of deep research and content analysis, all driven by the Vectorize ecosystem.
Key Features
- Generates deep research reports from a specified pipeline.
- Performs vector search and retrieves relevant documents using the Vectorize API.
- Extracts and chunks text from documents into Markdown format.
- Integrates seamlessly with Claude/Windsurf through MCP server configuration.
- Supports configuration via environment variables for organization ID and token.
Use Cases
- Automate document analysis and content extraction workflows.
- Build intelligent research tools using the Vectorize API and deep research capabilities.
- Enhance large language model applications with vector-based knowledge retrieval.