Bring Cmms
to OpenAI Agents SDK
Learn how to connect Limble CMMS to OpenAI Agents SDK and start using 9 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the Limble CMMS MCP Server?
Connect your Limble CMMS account to any AI agent and manage maintenance operations through natural conversation.
What you can do
- Work Orders — Create, update, and track work orders with priority and status
- Asset Management — Browse assets, inspect maintenance history, and track uptime
- Preventive Maintenance — Monitor PM schedules and upcoming tasks
- Parts Inventory — Track spare parts stock levels and reorder points
- Maintenance Reports — Access downtime, MTTR, and reliability metrics
How it works
1. Subscribe to this server
2. Enter your Limble Client ID and Client Secret
3. Start managing maintenance from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Maintenance Teams — manage work orders and preventive schedules
- Facility Managers — track asset health and downtime
- Operations — monitor parts inventory and maintenance costs
Built-in capabilities (9)
Get details for a specific asset
List parts linked to assets
List maintenance assets
List labor logs for tasks
List facility locations
List inventory parts
List work orders and PMs
List maintenance vendors
g. runtime hours, temperature) for an asset. Update a custom field for an asset
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 9 tools from Limble CMMS through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Limble CMMS, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
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Native MCP integration via
MCPServerSse, pass the URL and the SDK auto-discovers all tools with full type safety - —
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
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Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
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First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Limble CMMS in OpenAI Agents SDK
Limble CMMS and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Limble CMMS to OpenAI Agents SDK through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Limble CMMS in OpenAI Agents SDK
The Limble CMMS MCP Server runs on Vinkius-managed infrastructure inside AWS — a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts. All 9 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in OpenAI Agents SDK only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
How Vinkius secures
Limble CMMS for OpenAI Agents SDK
Every tool call from OpenAI Agents SDK to the Limble CMMS MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can I create and track work orders?
Yes. Create work orders with priority, assign technicians, and track status through completion. Access full maintenance history per asset.
Does Limble CMMS use Basic Auth?
Yes. Limble uses HTTP Basic Auth with Client ID and Client Secret against api.limblecmms.com/v2.
Can I monitor preventive maintenance schedules?
Yes. Track PM schedules with due dates, recurrence patterns, and compliance rates. Monitor overdue and upcoming PMs.
How does the OpenAI Agents SDK connect to MCP?
Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
Can I use multiple MCP servers in one agent?
Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
Does the SDK support streaming responses?
Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.
MCPServerStreamableHttp not found
Ensure you have the latest version: pip install --upgrade openai-agents
Agent not calling tools
Make sure your prompt explicitly references the task the tools can help with.