Zilliz Cloud MCP Server
Manage vector collections and perform similarity searches via Zilliz Cloud.
Vinkius AI Gateway supports streamable HTTP and SSE.
Works with every AI agent you already use
…and any MCP-compatible client
Zilliz Cloud MCP Server: see your AI Agent in action
Built-in capabilities (10)
create_collection
Requires a JSON body. Create a new vector collection
delete_entities
Delete entities from a collection
describe_collection
Get details for a specific collection
drop_collection
Drop a collection
insert_entities
Insert data into a collection
list_collections
List all collections in the Zilliz cluster
load_collection
Load a collection into memory
query_entities
Query entities using metadata filtering
release_collection
Release a collection from memory
search_vectors
Requires a JSON search configuration. Perform a vector similarity search
What this connector unlocks
Connect your Zilliz Cloud cluster to any AI agent to automate your vector database operations. This MCP server enables your agent to manage collections, insert data, and perform high-performance similarity searches directly from natural language.
What you can do
- Collection Management — List, describe, create, and drop vector collections in your cluster
- Memory Control — Load and release collections to optimize cluster resource usage and search availability
- Vector Search — Execute complex vector similarity searches (ANN) using customizable metrics and parameters
- Metadata Querying — Query entities using boolean expressions and metadata filters to find specific records
- Data Maintenance — Insert new vector/scalar data and delete entities from your collections
How it works
1. Subscribe to this server
2. Enter your Zilliz Cluster Endpoint and API Key
3. Start managing your vector data from Claude, Cursor, or any MCP-compatible client
Who is this for?
- AI Engineers — Quickly test vector searches and verify collection schemas via natural language
- Data Scientists — Monitor cluster health and data distribution without writing boilerplate code
- Developers — Integrate vector database management and retrieval into your development workflow
Frequently asked questions
Give your AI agents the power of Zilliz Cloud
Access Zilliz Cloud and 2,000+ MCP servers — ready for your agents to use, right now. No glue code. No custom integrations. Just plug Vinkius AI Gateway and let your agents work.
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