Files-DB-MCP

Alternatives to Files-DB-MCP

• MCP Server for Milvusofficial

  zilliztech

  -

  security

  F

  license

  -

  quality

  An integration server implementing the Model Context Protocol that enables LLM applications to interact with Milvus vector database functionality, allowing vector search, collection management, and data operations through natural language.

  48

  Python

• Code Summarizer MCP

  nicobailon

  Verified

  -

  security

  F

  license

  -

  quality

  Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code files through a Model Context Protocol server, providing structured access to codebase content without manual copying.

  TypeScript

• MCP Server for OpenSearch

  ibrooksSDX

  -

  security

  A

  license

  -

  quality

  Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling storage and retrieval of memories within the OpenSearch engine.

  Python

  Apache 2.0

• MCPunk

  jurasofish

  A

  security

  A

  license

  A

  quality

  Chat with your codebase through intelligent code searching without embeddings by breaking files into logical chunks, giving the LLM tools to search these chunks, and letting it find specific code needed to answer your questions.

  8

  22

  Python

  MIT License

• Vibe-Coder MCP Server

  crazyrabbitLTC

  -

  security

  F

  license

  -

  quality

  An MCP server that implements a structured workflow for LLM-based coding, guiding development through feature clarification, documentation generation, phased implementation, and progress tracking.

  2

  TypeScript