Vectorize

Alternatives to Vectorize

• DuckDB-RAG-MCP-Sample

  nananaman

  Verified

  -

  security

  A

  license

  -

  quality

  An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown documents by converting them to embedding vectors and performing vector search using DuckDB.

  Python

  Apache 2.0

• Library MCP

  lethain

  -

  security

  F

  license

  -

  quality

  An MCP server that enables interaction with Markdown knowledge bases, allowing users to search and retrieve content by tags, text, URL, or date range from their local markdown files.

  3

  Python

• MCP Server Neurolorap

  aindreyway

  A

  security

  A

  license

  A

  quality

  MCP server for collecting code from files and directories into a single markdown document.

  2

  4

  Python

  MIT License

• markdown2pdf-mcp

  2b3pro

  A

  security

  F

  license

  A

  quality

  An MCP server for converting Markdown documents to PDF files.

  1

  1

  JavaScript

• @sanderkooger/mcp-server-ragdocs

  sanderkooger

  Verified

  -

  security

  A

  license

  -

  quality

  An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context. Uses Ollama or OpenAI to generate embeddings. Docker files included

  19

  14

  TypeScript

  MIT License

• PDF Extraction MCP Server

  xraywu

  A

  security

  F

  license

  A

  quality

  An MCP server that provides a tool to extract text content from local PDF files, supporting both standard PDF reading and OCR capabilities with optional page selection.

  1

  2

  Python