[API] Create a new service from a Docker image ⚡️ Best for: ✓ Custom database deployments ✓ Pre-built container deployments ✓ Specific version requirements ⚠️ Not for: × Standard database deployments (use database_deploy) × GitHub repository deployments (use service_create_from_repo) × Services n...
Part of the Railway MCP Server server.
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AI agents use service_create_from_image to create or modify resources in Railway MCP Server. Write operations carry medium risk because an autonomous agent could trigger bulk unintended modifications. Rate limits prevent a single agent session from making hundreds of changes in rapid succession. Argument validation ensures the agent passes expected values.
Without a policy, an AI agent could call service_create_from_image repeatedly, creating or modifying resources faster than any human could review. PolicyLayer's rate limiting ensures write operations happen at a controlled pace, and argument validation catches malformed or unexpected inputs before they reach Railway MCP Server.
Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.
{
"version": "1",
"default": "deny",
"tools": {
"service_create_from_image": {
"limits": [
{
"counter": "service_create_from_image_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}See the full Railway MCP Server policy for all 38 tools.
These attack patterns abuse exactly the kind of access service_create_from_image gives an agent. Each links to the full case and the policy that stops it:
Other write tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.
[API] Create a new service from a Docker image ⚡️ Best for: ✓ Custom database deployments ✓ Pre-built container deployments ✓ Specific version requirements ⚠️ Not for: × Standard database deployments (use database_deploy) × GitHub repository deployments (use service_create_from_repo) × Services needing build process → Prerequisites: project_list → Alternatives: database_deploy, service_create_from_repo → Next steps: variable_set, service_update, tcp_proxy_create → Related: volume_create, deployment_trigger. It is categorised as a Write tool in the Railway MCP Server MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Railway MCP Server MCP server in PolicyLayer and add a rule for service_create_from_image: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Railway MCP Server. Nothing to install.
service_create_from_image is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the service_create_from_image rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for service_create_from_image. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
service_create_from_image is provided by the Railway MCP Server MCP server (jason-tan-swe/railway-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 38 Railway MCP Server tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
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