mcp-tool-server-milvus
by yhwang
A MCP server providing tools to insert and query data from the Milvus vector database. It creates a default database and collection for insert and search operations, configurable via environment variables.
Last updated: N/A
What is mcp-tool-server-milvus?
This is a MCP server that provides tools for interacting with a Milvus vector database. It allows users to insert and search data within Milvus using a simplified interface.
How to use mcp-tool-server-milvus?
The server can be started using Docker Compose. Users can interact with the server using the mcp-cli command-line tool or the simpleStreamableHttp client from the @modelcontextprotocol/sdk package. The CLI and client allow users to call tools like insert, insert-multiple, and search with JSON arguments.
Key features of mcp-tool-server-milvus
Data insertion into Milvus
Data searching in Milvus
Configurable database and collection names
Integration with MCP-Cli
Integration with @modelcontextprotocol/sdk
Use cases of mcp-tool-server-milvus
Building search applications with Milvus
Creating data ingestion pipelines for Milvus
Developing tools for managing Milvus data
Rapid prototyping with vector databases
Integrating Milvus with MCP-based systems
FAQ from mcp-tool-server-milvus
How do I change the default database name?
How do I change the default database name?
Set the MILVUS_DB environment variable.
How do I change the default collection name?
How do I change the default collection name?
Set the MILVUS_COLLECTION environment variable.
How do I interact with the server?
How do I interact with the server?
Use the mcp-cli command-line tool or the simpleStreamableHttp client from the @modelcontextprotocol/sdk package.
What tools are available?
What tools are available?
The available tools are insert, insert-multiple, and search.
How do I insert multiple texts?
How do I insert multiple texts?
Use the insert-multiple tool with a JSON array of strings as the argument. You can use the simpleStreamableHttp example in the @modelcontextprotocol/sdk package to interact with this tool API.