Milvus PyMilvus Helper

Example Use Cases

• 1

  Generate example pymilvus code for tasks like hybrid search, collection creation, insertion, and search.

• 2

  Convert ORM-based Milvus code to pymilvus client calls (or vice versa) by identifying relevant Milvus API calls.

• 3

  Translate Milvus code between programming languages (e.g., Python ↔ Java/Node/Go) with attention to API equivalence.

Description

This MCP server indexes and returns relevant pymilvus code examples and Milvus documentation to help developers generate or translate Milvus-related code. It provides multiple tools to generate pymilvus code, convert between ORM and pymilvus client usage, and translate Milvus code across programming languages. The server supports SSE and stdio modes for integration with tools like Cursor and Claude Desktop, can connect to a local or remote Milvus instance, and is runnable via uv or Docker. It is intended to speed up Milvus-related development by surfacing targeted snippets and API references.