AI & MCP access

Your AI has the takeoff. We have the pricing.

Bring product pricing, specifications, and partition estimates into the conversation you’re already having. Connect your AI assistant to the same catalog behind Partition Pros, then turn part numbers into priced line items.

Connect your assistant Explore the tools

No API keyPublic catalog and estimates

8 toolsMCP and JSON API

One takeoffUp to 250 lines per call

From plans to pricing

Keep your project in the conversation.

Start with your schedule.

Use your assistant to extract part numbers and quantities from plans, or paste a takeoff you already have.

Check the products.

Search the catalog, compare options, and retrieve pricing and specifications. Review suggested alternatives for any unmatched items.

Review before requesting.

Explore partition and freight estimates first. When you’re ready, confirm the configuration and contact details before asking for a real proposal.

Connect once. Keep working.

Use your preferred assistant.

Model Context Protocol (MCP) lets an assistant call our product and pricing tools. For a client that supports remote MCP servers, enter the server URL below and choose Streamable HTTP with no authentication.

Public access requires no Partition Pros account or API key and is limited to 120 requests per minute. Your assistant’s connector availability depends on its client and account settings.

View the API and input schemas

MCP server URL

https://www.thepartitionpros.com/mcp

This is a connection endpoint for your assistant. MCP requests use POST; opening the URL as a normal webpage won’t start a session.

Claude Code

claude mcp add --transport http partition-pros https://www.thepartitionpros.com/mcp

Local-process MCP clients

For clients that start an MCP process, add this server configuration. The package connects to the same hosted service.

Local-process MCP clients

{
  "mcpServers": {
    "partition-pros": {
      "command": "npx",
      "args": [
        "-y",
        "@partitionpros/mcp"
      ]
    }
  }
}

Plain HTTP

Use the JSON API directly. Read-only tools accept GET arguments or a JSON body over POST.

Plain HTTP

curl "https://www.thepartitionpros.com/agent/v1/search_products?query=matte+black+grab+bar"

The tools behind the conversation

From a part number to a proposal.

search_productsRead only

Search the product catalog

Find products by keyword, brand, or budget, with list prices, lead times, and configurable finish and size options.

get_productRead only

Get one product in full

Look up a product or part number for specifications, available variants, spec sheets, and installation manuals.

resolve_takeoffRead only

Price a whole takeoff list

Turn up to 250 takeoff lines into priced items in one call. Unmatched lines include suggested alternatives and reasons to review.

price_partition_buildRead only

Estimate a toilet-partition build

Estimate a partition package using the material, room layout, stall count, urinal screens, upgrades, and destination state.

estimate_freightRead only

Estimate LTL freight

Estimate freight by destination state and material for a partition package.

resolve_accessoriesRead only

Build a restroom accessory schedule

Turn fixture counts into an accessory schedule with product numbers and quantities. Review it against the project specification and local requirements.

list_optionsRead only

List every partition option id

Get supported materials, layouts, colors, lead times, and upgrade IDs before pricing a configuration.

create_quoteCreates a proposal

Create a real, hub-priced quote

Create a real proposal with confirmed pricing and a customer portal link. Requires contact details and the customer’s consent before calling.

A starting point

Ask it about your project.

After connecting, try a prompt like these. Use your own part numbers, quantities, and destination for project pricing.

Price this takeoff: B-262 x4, 2B1-000000-BB x6, LK1218721HV-247 x2.
Estimate a 6-stall powder-coated partition layout shipping to Texas. Show the material and freight costs separately.
Does the Bobrick B-6806 grab bar come in 42 inches? Show the price and spec sheet.
Compare solid plastic and phenolic for 12 stalls delivered to Illinois.

Know what the price includes.

Catalog lookups and takeoff results return published list prices. Partition and freight tools return estimates, with pricing_authority and valid_until fields describing their basis and validity.

A created proposal is repriced by our quoting system and provides the authoritative price. Accessory schedules are a starting point for review, not a determination of code compliance.

Your information. Your decision.

Public catalog and estimate requests do not require your name or email. Creating a quote does: it makes a real proposal record, and our team may follow up. Your assistant should confirm the configuration and your consent before submitting it.

Request metadata is used for rate limiting and abuse prevention. See our privacy policy for details about AI assistants and API access.

For developers and assistants

Documentation, ready to use.

Tool index & JSON schemas/agent/v1OpenAPI 3.1 specification/.well-known/openapi.jsonSite overview for assistants/llms.txtCatalog as text/llms-products.txt

Prefer to work directly with our team? Send us your plans