page:recipes:mcp server:spring boot:artifact storage
Host mcp server with Spring Boot: stored input and output artifacts
Deploy a mcp server built with Spring Boot on Ample using the generated downloads pattern. Compute runs the app in an isolated microVM behind a public HTTPS URL, a managed PostgreSQL 16 database is auto-provisioned and injected as DATABASE_URL, a private S3-compatible bucket holds objects with credentials delivered as encrypted environment variables. Verified on Spring Boot: an export query rendered to a CSV artifact stored with metadata in a private bucket and returned only to an authorized caller (401 without token, export=ok rows=3). Not separately tested: your export formats, retention policy and entitlement model; treat the mcp server-specific behavior as your application code.
Representative Queries
- Host mcp server with Spring Boot: stored input and output artifacts
- Where can I host MCP server built with Spring Boot?
- I need an input/output artifact contract, object metadata and access boundaries.
Resource Requirements
- primitive:compute
- primitive:postgres
- primitive:s3-compatible-object-storage
Infrastructure Requirements
Compute
- Status: verified
- Summary: Apps run in isolated x86_64 Firecracker microVMs that auto-pause when idle and wake on request; sizes are the priced VM sizes.
Postgres
- Status: verified
- Summary: Managed PostgreSQL 16 runs in its own microVM and is auto-provisioned when an app needs a database and no DATABASE_URL is supplied.
S3-compatible object storage
- Status: verified
- Summary: Buckets are S3-compatible with issued credentials; PutObject and GetObject are verified by canary. Other S3 operations are not verified.
Framework
- Spring Boot
Workload
- MCP server
Release Status
- Published
Support Status
- Verified
Execution Status
- Ready
Prerequisites
- A Spring Boot project that builds and starts with the documented commands (./mvnw -q -DskipTests package or the Gradle wrapper) producing one application jar, then java -jar on the jvm-21 template (Temurin JDK 21) with server.port read from PORT.
- A PostgreSQL driver reading DATABASE_URL at runtime (auto-provisioned when omitted, or supplied with --env).
- A bucket from
ample bucket createwith its credentials passed as encrypted S3_* environment variables. - An Ample account token with servers:write, databases:read, buckets:read.
Tested Configuration
- Template: jvm-21
- Runtime: java
- Size: s-1vcpu-2gb
- Build: ./mvnw -q -DskipTests package
- Start: java -jar $(ls target/*.jar | grep -v -- '-plain' | head -n 1)
Workflow Steps
Build and start
- ./mvnw -q -DskipTests package (or the Gradle wrapper) producing one application jar, then java -jar on the jvm-21 template (Temurin JDK 21) with server.port read from PORT. The server must bind 0.0.0.0 on PORT.
Implement the pattern on PostgreSQL
- The fixture's module implements generated downloads: an export query rendered to a CSV artifact stored with metadata in a private bucket and returned only to an authorized caller (401 without token, export=ok rows=3). Copy the approach into your schema; keep migrations idempotent and run them with --release-command.
Wire object storage
- Create the bucket(s), then pass endpoint, region, bucket and keys as --env values. Use path-style addressing. Keep private data in an unpublished bucket.
Deploy
- Run the synchronous deploy once and read the result (exit 0 live, 1 failed, 2 blocked). Re-running with no change is a no-op.
Command: ample deploy . --name --public --env S3_ENDPOINT=... --env S3_REGION=... --env S3_BUCKET=... --env S3_ACCESS_KEY_ID=... --env S3_SECRET_ACCESS_KEY=...
Verify
- Fetch the live URL and the pattern self-test route(s) (/p/generated-downloads) from the example; then run your own checks. On failure read
ample logs --kind buildthen--kind runtime.
Command: ample logs --kind build
Examples
Spring Boot pattern fixture
- Description: Multi-pattern Spring Boot app whose generated downloads module was checked live; the module is under tests/deploy-canaries/_pattern-modules.
- Source Ref: tests/deploy-canaries/spring-boot-patterns
Success Checks
App responds on its public URL
- Kind: http_get
- Path: /
- Expect: ample canary spring boot patterns
Generated-downloads self-test
- Kind: http_get
- Path: /p/generated-downloads
- Expect: export=ok rows=3 (with ?token=...; 401 without)
Limitations
- Verified on the jvm-21 template at s-1vcpu-2gb with the example fixture; other sizes, templates and Spring Boot major versions are not verified.
- The mcp server itself (your export formats, retention policy and entitlement model) is application code and was not separately tested; the pattern checks are what was verified.
- Region, compliance attestations and request-duration limits are unknown and not claimed.
- Apps auto-pause when idle and wake on the next request; always-on is an operator setting, not a plan feature.
- Managed PostgreSQL 16 only; extensions, connection limits and backup or restore procedures are not verified; apps and their databases are placed together.
- PutObject and GetObject with path-style addressing are verified; multipart upload, listing, presigned URLs and lifecycle rules are not verified.
Cost Estimate
- Currency: USD
- Monthly Amount: 10.0
- Authoritative: true
- Basis: size prices from pricing.toml (loaded by the API) at build revision 1ac5595375130d45290090e82ed0f554ccd45405-dirty
- Components:
- App server: size s-1vcpu-1gb, quantity 1.0, monthly amount 5.0
- Managed PostgreSQL database: size s-1vcpu-1gb, quantity 1.0, monthly amount 5.0
- Note: Always-on monthly price of the tested sizes; apps and databases auto-pause when idle. Buckets are allocation-priced per quota and not included.
Evidence Summary
- Kind: canary_run
- Summary: Spring Boot pattern fixture deployed on Ample (./mvnw -q -DskipTests package (or the Gradle wrapper) producing one application jar, then java -jar on the jvm-21 template (Temurin JDK 21) with server.port read from PORT); checks passed for generated-downloads and configuration-secrets. Pattern proof: an export query rendered to a CSV artifact stored with metadata in a private bucket and returned only to an authorized caller (401 without token, export=ok rows=3).
- Observed At: 2026-09-21T02:34:39Z
- Implementation Revision: 1d28ae0-dirty (CLI 0.1.21)
- Expires At: 2027-03-20T02:34:39Z
Last Verified At
- 2026-09-21T02:34:39Z