Vector database operations via Milvus — create collections, insert vectors, run similarity search for AI applications.
Use with AI AssistantsMCP
Connect Claude, Cursor, or any MCP-compatible client — then call tools directly
① Add This MCP Server
Paste into your AI client config — then all its tools are available instantly.
{
"mcpServers": {
"milvus": {
"url": "https://mcp.aerostack.dev/s/aerostack/mcp-milvus",
"headers": {
"Authorization": "Bearer YOUR_AEROSTACK_TOKEN"
}
}
}
}Replace YOUR_AEROSTACK_TOKEN with your API token from the dashboard.
② Call a Tool
Ask your AI assistant to call a specific tool, or send raw JSON-RPC:
Natural Language Prompt
“Use the _ping tool to verify milvus credentials by calling a lightweight read endpoint. used internally by aerostack to validate credentials”
Using a Workspace?
Add this MCP to your Workspace — your team shares one token, secrets are stored securely, and every AI agent in the workspace can call it without per-user setup.
Vector database operations via Milvus — create collections, insert vectors, run similarity search for AI applications.
Live endpoint: https://mcp.aerostack.dev/s/aerostack/mcp-milvus
This MCP server gives AI agents access to Milvus via 7 tools. Connect it to any Aerostack workspace and your agents can interact with Milvus directly.
| Tool | Description |
|---|---|
list_collections | List all collections in the Milvus/Zilliz database |
describe_collection | Get detailed schema and metadata for a collection |
create_collection | Create a new vector collection with specified dimensions |
drop_collection | Drop (delete) a collection and all its data |
insert | Insert entities/vectors into a collection |
search | Search for similar vectors in a collection using ANN (Approximate Nearest Neighbor) |
query | Query entities from a collection using a scalar filter expression |
| Variable | Required | Description |
|---|---|---|
MILVUS_ENDPOINT | Yes | See provider documentation |
MILVUS_TOKEN | Yes | Personal access token or service token from the provider |
Add the following secrets under Project → Secrets:
MILVUS_ENDPOINTMILVUS_TOKENOnce added, every AI agent in your workspace can use Milvus tools automatically.
curl -X POST https://mcp.aerostack.dev/s/aerostack/mcp-milvus \
-H 'Content-Type: application/json' \
-H 'X-Mcp-Secret-MILVUS-ENDPOINT: your-milvus-endpoint' \
-H 'X-Mcp-Secret-MILVUS-TOKEN: your-milvus-token' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"list_collections","arguments":{}}}'
MIT
Live Endpoint
https://mcp.aerostack.dev/s/aerostack/mcp-milvus
Sub-50ms globally · Zero cold start
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Yes. The Milvus MCP includes a create_collection tool that lets Claude create collections in your Milvus account from a plain-English prompt. You can also update and delete collections — no Milvus UI needed.
Yes. The Milvus MCP includes tools to list and retrieve collections from your Milvus account. Claude can filter, sort, and summarize collections based on your instructions.
Yes. The Milvus MCP uses the open Model Context Protocol standard, so it works in Claude, Cursor, Windsurf, and any other MCP-compatible AI tool. All 7 Milvus tools are available everywhere you connect it — install once on Aerostack.
Yes. Aerostack hosts the Milvus MCP with encrypted credential storage and per-account authentication. Your Milvus credentials are never shared with Claude's conversation — they're used server-side only.