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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 8000

Related MCP server: MCP Manager

Tools exposed

Tool

Upstream endpoint

Description

get_online_features

POST /get-online-features

Retrieve online feature values

search

POST /search

Vector similarity search

list_vector_stores

GET /v1/vector_stores

List vector stores

get_vector_store

GET /v1/vector_stores/{id}

Get a vector store

vector_store_search

POST /v1/vector_stores/{id}/search

OpenAI-compatible vector search

push

POST /push

Push features to the store

materialize

POST /materialize

Materialize features

materialize_incremental

POST /materialize-incremental

Incremental materialization

health

GET /health

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"]
    }
  }
}
A
license - permissive license
-
quality - not tested
C
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

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