feast-mcp
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@feast-mcpGet online features for user 123 for feature daily_activity_score"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Feast MCP Server
Standalone MCP server for Feast, built on the MCP SDK.
Currently operates as a proxy — it forwards every tool call to an upstream Feast feature server over HTTP, passing through the caller's Authorization: Bearer <token> header so that the feature server handles OIDC / Kubernetes RBAC as usual.
Quick start
cd MCP
pip install -e .
# stdio (default) — point at your running Feast feature server
feast-mcp --feast-url http://localhost:6566
# SSE transport on a custom port
feast-mcp --feast-url http://localhost:6566 --transport sse --port 8000Related MCP server: MCP Manager
Tools exposed
Tool | Upstream endpoint | Description |
|
| Retrieve online feature values |
|
| Vector similarity search |
|
| List vector stores |
|
| Get a vector store |
|
| OpenAI-compatible vector search |
|
| Push features to the store |
|
| Materialize features |
|
| Incremental materialization |
|
| Health check |
Authorization
The MCP server itself does not validate tokens. It forwards the bearer token from the MCP request context to the upstream feature server, which performs OIDC or Kubernetes token validation and RBAC enforcement.
IDE / client configuration
{
"mcpServers": {
"feast": {
"command": "feast-mcp",
"args": ["--feast-url", "http://localhost:6566"]
}
}
}This server cannot be installed
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
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