The Airbyte Milvus connector lets users sync data from various Airbyte-supported sources into Milvus as a destination, enabling low-code vector data ingestion pipelines.

The Kafka Connect Milvus Connector is a plugin for Kafka Connect that streams data into and out of Milvus, supporting real-time vector data ingestion pipelines.

The Milvus destination in Fivetran enables automated ELT pipelines that load data into Milvus as a vector database, supporting AI and similarity search workloads.

Milvus Connectors, such as the Spark-Milvus Connector, enable seamless integration of Milvus vector databases with third-party tools like Apache Spark for machine learning and data processing workflows.

MindsDB provides an integration with Milvus, enabling users to connect and manage vector data using SQL-like queries. This integration brings federated AI query capabilities across structured and unstructured data with Milvus as the vector database backend.

Open standard from Anthropic for connecting AI systems to external data sources and tools. Donated to the Linux Foundation's Agentic AI Foundation in December 2025.