QueueSim
Let your agent run M/M/c queue simulations and compare call center, ER, coffee shop, and single-server scenarios before you commit to staffing or capacity plans.
Overview
QueueSim is a MCP server for the Validate phase that runs M/M/c queue simulations and four scenario presets over streamable HTTP for capacity and wait-time what-ifs.
What is this MCP server?
- M/M/c queue simulation engine exposed as public MCP
- Four built-in scenarios: call center, ER, coffee shop, single server
- Streamable HTTP remote at queuesim.com/mcp/v1
- No local install—agent invokes simulation tools over HTTP
- Useful for capacity, wait-time, and staffing what-if questions
- Four scenario presets: call center, ER, coffee shop, single server
- Model class: M/M/c queue simulation
- Public remote MCP version 1.0.0 over streamable HTTP
What problem does it solve?
You need credible queue math for staffing or SLA talks but do not want to spin up a custom simulator while still scoping the product.
Who is it for?
Builders scoping support ops, marketplaces, or physical-service apps who want agent-driven M/M/c runs without writing simulation code.
Skip if: Teams needing production load testing, custom network topologies, or non-Markovian queue models.
What do I get? / Deliverables
Your agent returns simulation-backed wait times and utilization from four scenario templates so scope decisions rest on numbers, not guesses.
- M/M/c simulation results for agent-driven analysis
- Scenario comparisons across four preset operational models
- Quantified wait-time and utilization inputs for scope docs
Recommended MCP Servers
Journey fit
Queue modeling answers “how much capacity do we need?” during validation and scoping, before you hard-code ops assumptions into production. Scope is where you stress-test operational assumptions with quick models instead of full backend simulators.
How it compares
Public analytics MCP for queue theory scenarios, not a deploy or monitoring integration.
Common Questions / FAQ
Who is QueueSim for?
Solo builders and small teams validating operational capacity who want MCP-driven M/M/c simulations during scope conversations.
When should I use QueueSim?
Use it in Validate when you are sizing queues, servers, or staff and need quick scenario runs before building real infra or hiring plans.
How do I add QueueSim to my agent?
Register the streamable HTTP remote https://queuesim.com/mcp/v1 in your MCP client; no API key is listed in the server manifest.