Moltline Optimize MCP server

Moltline Optimize is an MCP server with 11 tools an agent can call, among them cutting_stock_1d, cutting_stock_2d, distance_matrix_haversine. It answers at https://mcp.moltlinestudio.com/optimize over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 9 of 9 times since 6 September 2026; the last check, on 18 October 2026, succeeded.

Status

Answering

Tools

Official

yes, served from moltlinestudio.com

Reliability

9 of 9 checks

Response time

446 ms

Transport

streamable HTTP

Last checked

18 October 2026

Vehicle routing, 3-D packing, cutting stock, rostering and knapsack with OR-Tools. 7 of 11 free.

Description as the publisher wrote it.

The 11 tools Moltline Optimize offers

Tool	What it does
`cutting_stock_1d`	Least-waste cut plan for bars, pipes or boards from stock lengths, with saw kerf. FREE. Typical input {"stock": [{"length": 6000, "cost": 30}], "parts": [{"length": 2200, "qty": 3}, {"length": 1500, "qty": 4}], "kerf": 3} returns {"bars": [ Inputs: stock, parts, kerf, time_limit_s
`cutting_stock_2d`	Guillotine cut layouts for rectangular parts from sheets, with kerf and grain. PREMIUM (license). Typical input {"sheets": [{"id": "ply", "l": 2440, "w": 1220, "qty": 5}], "parts": [{"id": "side", "l": 800, "w": 400, "qty": 6}], "kerf": 3} Inputs: sheets, parts, kerf, grain
`distance_matrix_haversine`	Straight-line (great-circle) distance matrix from coordinates. FREE. Typical input {"points": [{"id": "depot", "lat": 51.5, "lon": -0.12}, {"id": "A", "lat": 51.52, "lon": -0.1}]} returns {"matrix": [[0, 2.6], [2.6, 0]], "unit": "km", "kind Inputs: points, unit
`explain_solution`	Plain-language summary of a solution from this server and the constraints that bind. FREE. Typical input {"solution": <result of route_plan_fleet>} returns {"summary": "2 vehicles serve 14 stops over 96.4 km; 1 stop unserved", "binding_cons Inputs: solution
`knapsack_select`	Choose the items that maximise value under one or more capacity limits. FREE. Typical input {"items": [{"id": "a", "value": 60, "weight": 10, "cost": 120}, {"id": "b", "value": 100, "weight": 20, "cost": 300}], "limits": {"weight": 25, "cos Inputs: items, limits, time_limit_s
`pack_bins`	Place up to 20 boxes into containers or pallets with rotation, weight and support rules. FREE. Typical input {"items": [{"id": "A", "l": 60, "w": 40, "h": 30, "weight": 12, "qty": 4}], "containers": [{"id": "pallet", "l": 120, "w": 80, "h": Inputs: items, containers, rules
`pack_bins_large`	Same packer as pack_bins for up to 300 item units and 200 containers. PREMIUM (license). Typical input {"items": [{"id": "SKU1", "l": 40, "w": 30, "h": 20, "weight": 5, "qty": 120}, ...], "containers": [{"id": "euro-pallet", "l": 120, "w": Inputs: items, containers, rules
`roster_shifts`	Assign staff to shifts under availability, skills, hour caps and rest gaps. PREMIUM (license). Typical input {"staff": [{"id": "ana", "skills": ["till"], "max_hours": 40, "unavailable": ["sat-am"]}, ...], "shifts": [{"id": "sat-am", "start" Inputs: staff, shifts, rules, time_limit_s
`route_plan`	Order up to 12 stops into the shortest single-vehicle route on your distance matrix. FREE. Typical input {"stops": [{"id": "depot"}, {"id": "A"}, {"id": "B"}], "matrix": [[0, 5, 9], [5, 0, 4], [9, 4, 0]]} returns {"routes": [{"vehicle": 0, Inputs: stops, matrix, depot, vehicle_capacity, time_limit_s
`route_plan_fleet`	Capacitated, time-windowed routing for a fleet over up to 200 stops. PREMIUM (license). Typical input {"stops": [{"id": "depot", "window": [480, 1080]}, {"id": "A", "demand": 3, "window": [540, 720], "service_min": 10}, ...], "matrix": [[.. Inputs: stops, matrix, vehicles, depot, time_matrix, drop_penalty
`validate_problem`	Check a problem's shape and obvious feasibility before spending solver time. FREE. Typical input {"type": "route", "problem": {"stops": [...], "matrix": [[...]], "vehicles": [...]}} returns {"ok": false, "issues": ["total demand 34 exceeds Inputs: type, problem

Add Moltline Optimize to your AI client

Every block below points at https://mcp.moltlinestudio.com/optimize. Pick your client and copy.

Claude Code: one command in your terminal

claude mcp add --transport http moltline-optimize https://mcp.moltlinestudio.com/optimize

Claude Desktop: claude_desktop_config.json

{
  "mcpServers": {
    "moltline-optimize": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://mcp.moltlinestudio.com/optimize"]
    }
  }
}

Cursor: ~/.cursor/mcp.json, or .cursor/mcp.json in a project

{
  "mcpServers": {
    "moltline-optimize": {
      "url": "https://mcp.moltlinestudio.com/optimize"
    }
  }
}

VS Code and GitHub Copilot: .vscode/mcp.json

{
  "servers": {
    "moltline-optimize": {
      "type": "http",
      "url": "https://mcp.moltlinestudio.com/optimize"
    }
  }
}

Zed: Zed settings.json

{
  "context_servers": {
    "moltline-optimize": {
      "url": "https://mcp.moltlinestudio.com/optimize"
    }
  }
}

Windsurf: ~/.codeium/mcp_config.json

{
  "mcpServers": {
    "moltline-optimize": {
      "serverUrl": "https://mcp.moltlinestudio.com/optimize"
    }
  }
}

JetBrains AI Assistant: Settings, Tools, AI Assistant, MCP, New MCP Server, as JSON

{
  "mcpServers": {
    "moltline-optimize": {
      "url": "https://mcp.moltlinestudio.com/optimize"
    }
  }
}

Continue: .continue/mcpServers/neuronto.yaml

name: Moltline Optimize
version: 0.0.1
schema: v1
mcpServers:
  - name: Moltline Optimize
    type: streamable-http
    url: https://mcp.moltlinestudio.com/optimize

Gemini CLI: ~/.gemini/settings.json

{
  "mcpServers": {
    "moltline-optimize": {
      "httpUrl": "https://mcp.moltlinestudio.com/optimize"
    }
  }
}

Codex CLI: MCP server config

{
  "mcpServers": {
    "moltline-optimize": {
      "type": "http",
      "url": "https://mcp.moltlinestudio.com/optimize"
    }
  }
}

Warp: MCP servers, + Add, paste JSON

{
  "mcpServers": {
    "moltline-optimize": {
      "url": "https://mcp.moltlinestudio.com/optimize"
    }
  }
}

Goose: a one-click extension link

goose://extension?url=https%3A%2F%2Fmcp.moltlinestudio.com%2Foptimize&type=streamable_http&id=moltline-optimize&name=Moltline%20Optimize

Is Moltline Optimize up right now?

It answered our last check on 18 October 2026 in 446 ms. Over 9 checks since 6 September 2026 it answered 9. Status here comes from Neuronto's own probes, not from the publisher.

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Questions about Moltline Optimize

Is there an official Moltline Optimize MCP server?

Yes. It is published by moltlinestudio.com and served from mcp.moltlinestudio.com, the vendor's own domain: https://mcp.moltlinestudio.com/optimize.

How many tools does Moltline Optimize have?

11, as returned by the server's own tools/list on 6 September 2026: cutting_stock_1d, cutting_stock_2d, distance_matrix_haversine, explain_solution, knapsack_select, pack_bins, pack_bins_large, roster_shifts, and 3 more.

Is Moltline Optimize down?

It answered our last check on 18 October 2026 in 446 ms. Over 9 checks since 6 September 2026 it answered 9.

How do I add Moltline Optimize to Cursor?

Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://mcp.moltlinestudio.com/optimize. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.

Does Moltline Optimize need an API key?

It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.

Where this comes from

Publisher: com.moltlinestudio. Endpoint host: mcp.moltlinestudio.com. ARD identifier: urn:air:com.moltlinestudio:mcp:optimize. First indexed 6 September 2026. The tools are exactly what the server returned; nothing on this page is inferred from its name. Ranking in Neuronto search is never for sale.

Is this your server? Get a message the day it stops answering or its tools change: monitoring, 14 days free. Or claim the domain to manage how it is listed.