Movie Recommendation 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., "@Movie Recommendation MCPrecommend me 3 sci-fi movies"
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.
Movie Recommendation MCP
FastMCP wrapper around the Rust movie recommendation API.
This repository was extracted from
movie-reservation-platform-lab/movie-recommendation-service/axum-tools-mcp so
the MCP component can have an independent CI and artifact pipeline.
Run
uv run movie-recommendation-mcpThe production container runs as UID 10001 and listens on port 8092:
docker build --tag movie-recommendation-mcp:local .
docker run --rm --network host movie-recommendation-mcp:localThe demo assumes the MCP and recommendation API containers share one ECS task
network namespace, so the default downstream address remains
127.0.0.1:8082. Override the downstream URL when running the containers
independently.
Defaults:
MCP endpoint:
http://127.0.0.1:8092/mcpHealth endpoint:
http://127.0.0.1:8092/healthDownstream API:
http://127.0.0.1:8082
Useful environment variables:
MOVIE_RECOMMENDATION_API_URLAXUM_TOOLS_API_URLfor compatibility with the original demo extractionPORTHOSTOTEL_SERVICE_NAMEOTEL_EXPORTER_OTLP_ENDPOINTOTEL_EXPORTER_OTLP_PROTOCOLOTEL_RESOURCE_ATTRIBUTES
Related MCP server: Weather Info MCP Server
Tools
recommendation_get_moviesInputs:
limit, optionalpreference, optionalfault, optionaltraceparent, optionaltracestate, optionalcorrelation_id, optionalrequest_id, and optionaldemo_fault.Calls Rust
GET /recommendations.Success payload:
{"ok": true, "service_name": "movie-recommendation-mcp", "fault": "<fault-or-none>", "recommendations": [...]}Downstream error payload:
{"ok": false, "service_name": "movie-recommendation-mcp", "fault": "<fault-or-none>", "status_code": <int>, "error": "recommendation_dependency_failed"}
recommendation_healthInputs: optional
traceparent, optionaltracestate, optionalcorrelation_id, optionalrequest_id, and optionaldemo_fault.Calls Rust
GET /health.Success payload:
{"ok": true, "service_name": "movie-recommendation-mcp", "health": {...}}
Both tools forward:
traceparenttracestateX-Correlation-IdX-Request-IdX-Demo-Fault
Extraction Decisions
Keep the internal Python import path as
axum_tools_mcpfor this extraction slice. The public package, console script, service name, image, and repository are already namedmovie-recommendation-mcp; renaming the import path would add churn without changing the external MCP contract consumed by the agent.Keep the tool names
recommendation_get_moviesandrecommendation_health. The proven reservation-agent demo allowlistedrecommendation_get_moviesand called it withlimit,preference,fault, and propagation arguments.Keep
AXUM_TOOLS_API_URLas a compatibility fallback, but preferMOVIE_RECOMMENDATION_API_URLfor new runtime configuration.
Artifact Contract
Platform infrastructure consumes this component as an immutable application artifact, not as source code:
OCI image built from this repository's
Dockerfile.Private ECR image reference pinned by digest:
<account>.dkr.ecr.<region>.amazonaws.com/movie-recommendation-mcp@sha256:<64-hex-digest>.Separate release identifier, such as the Git commit SHA or release version, recorded alongside the digest by the consuming environment/infra repository.
Runtime command:
movie-recommendation-mcp.Container port and default
PORT:8092.MCP endpoint:
/mcp.Health endpoint:
/health.Required runtime configuration is environment-driven; the downstream API URL is supplied with
MOVIE_RECOMMENDATION_API_URLor the compatibility fallbackAXUM_TOOLS_API_URL.Deployment composition, environment manifests, promotion state, and AWS resources stay outside this repository.
Checks
uv sync --frozen
uv run --frozen --no-sync pytest tests
uv run --frozen --no-sync pytest automation/tests
uv run --frozen --no-sync ruff check .
uv run --frozen --no-sync ruff format --check .
uv run --frozen --no-sync python -m compileall src tests automationPushes to main publish a Linux AMD64 candidate to GHCR as
sha-<commit>. CI disables BuildKit's automatic registry attestation to keep
the candidate a single-image manifest, then records explicit GitHub build
provenance against the published digest for the environment admission gate.
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