Bolthouse Agriculture SQL MCP — Railway
This project deploys a read-only Model Context Protocol server for the Bolthouse_Ag_AI SQL Server database using the sqlprd_ag_ai login.
It is based on the existing MCP4 behavior, adapted for Railway:
- Streamable HTTP MCP endpoint at
/mcp - FastMCP 3 with tested, pinned top-level dependencies
- Bearer-token authentication
- Read-only inline and paged SQL tools
- Background CSV or CSV.GZ exports
- Agent-accessible export-status tool
- Temporary signed download URLs
- Railway dynamic
PORTsupport - Optional Railway Volume persistence
- No credentials stored in source code
MCP tools
| Tool | Purpose | |---|---| | execute_sql_query | Runs a read-only query with capped inline results | | execute_sql_query_paged | Returns a requested page; requires ORDER BY | | submit_sql_export | Starts a background CSV/CSV.GZ export | | get_sql_export_status | Polls an export job and returns its download URL |
The expected agent flow for a large download is:
- Call
submit_sql_export. - Save the returned
job_id. - Call
get_sql_export_statusuntilstatusiscompleted. - Download the returned
result.download_url.
Before deployment
1. Confirm SQL Server connectivity
Railway must be able to reach the SQL Server host on TCP port 1433. An internal-only IP such as 10.x.x.x is not normally reachable from Railway unless your organization provides a VPN, tunnel, or other private-network path. If SQL Server is exposed through a public endpoint, restrict its firewall as tightly as your network design permits.
The sqlprd_ag_ai login should have read access only to Bolthouse_Ag_AI. SQL Server permissions are the primary security boundary; the application also rejects non-read-only SQL.
2. Optional audit table
By default, query metadata is written to Railway logs without recording the SQL text. To write full audit records into SQL Server:
- Run
sql/create_audit_table.sql. - Set
AUDIT_TABLE=dbo.MCP_Query_Audit_AG_Railway.
GitHub deployment
- Create a new private GitHub repository.
- Copy all files in this folder into the repository root.
- Commit and push:
git init
git add .
git commit -m "Add Bolthouse Agriculture Railway MCP"
git branch -M main
git remote add origin https://github.com/YOUR-ORG/YOUR-REPO.git
git push -u origin main
Never commit .env, SQL passwords, or API tokens.
Railway deployment
- In Railway, choose New Project → Deploy from GitHub repo.
- Select the private repository.
- Railway detects the root
Dockerfile. - Add these service variables:
API_TOKEN=<long-random-secret>
DB_SERVER=<SQL Server hostname or reachable IP>
DB_PORT=1433
DB_NAME=Bolthouse_Ag_AI
DB_USER=sqlprd_ag_ai
DB_PASS=<SQL password>
DB_DRIVER=ODBC Driver 18 for SQL Server
DB_ENCRYPT=yes
DB_TRUST_SERVER_CERTIFICATE=yes
SERVICE_NAME=Bolthouse Agriculture AI Read Only MCP
- Deploy the service.
- Open Settings → Networking → Generate Domain.
- Copy the generated HTTPS domain and add:
PUBLIC_BASE_URL=https://YOUR-SERVICE.up.railway.app
- Redeploy after adding
PUBLIC_BASE_URL.
Your MCP URL is:
https://YOUR-SERVICE.up.railway.app/mcp
Use the value of API_TOKEN as the bearer token in the MCP registration.
Persistent CSV downloads
Railway container storage is ephemeral. Exports can disappear during a redeploy or restart unless a Railway Volume is attached.
Recommended setup:
- Add a Railway Volume to this service.
- Set its mount path to
/data. - Do not set
EXPORT_DIR; the application automatically detects
RAILWAY_VOLUME_MOUNT_PATH and stores exports under /data/exports.
- Keep the service at one replica because export job state is held in the
running process.
Completed export files and the export registry persist on the volume. Active background jobs do not survive a restart and must be submitted again.
Verification
Health check:
curl https://YOUR-SERVICE.up.railway.app/health
Inline query:
curl -X POST \
-H "Authorization: Bearer YOUR_API_TOKEN" \
-H "Content-Type: application/json" \
-d '{"query":"SELECT DB_NAME() AS database_name"}' \
https://YOUR-SERVICE.up.railway.app/query
Submit an export:
curl -X POST \
-H "Authorization: Bearer YOUR_API_TOKEN" \
-H "Content-Type: application/json" \
-d '{"query":"SELECT TOP (1000) * FROM dbo.YourTable","gzip_output":true}' \
https://YOUR-SERVICE.up.railway.app/exports
Check the job:
curl \
-H "Authorization: Bearer YOUR_API_TOKEN" \
https://YOUR-SERVICE.up.railway.app/jobs/JOB_ID
Operational notes
- Use exactly one Railway replica for this implementation.
- Signed download links expire after
SIGNED_URL_TTL_SECONDS. - A new signed URL is generated whenever job status is requested.
MAX_INLINE_ROWSprotects MCP responses from oversized JSON payloads.- CSV.GZ is recommended for large exports.
- The
/healthroute is public but reveals no credentials. - Download routes use signed URLs and do not require the bearer header.











