Thermal bridge calculation: browser, AI assistant, MCP

Thermal bridges in 3D: in your browser, through an AI agent, or from code

Temper-3D is a finite element solver for thermal bridges and window frames that lives in the browser. Open the model and results in a tab with nothing to install, ask the built-in AI assistant to explain or change the model, or let Claude, Cursor and other agents run calculations through our MCP server. REST API for everything else. Accuracy is checked against the EN ISO 10211 and 10077-2 benchmark cases.

Free tier: up to 2,000 mesh nodes and 1 minute of compute per day, sign-in by email code (the sign-in page is in Russian).

Three ways to work, one solver

In the browser

No installation, nothing to license

  • A text editor for the model with live checks, next to the 3D model: select lines and see them on the model.
  • Materials and boundary conditions as tabs, with highlighting in the volume.
  • Temperature field, sections, flows and surface temperatures in the same window.
  • Send the model to calculation and see the result without leaving the tab.
  • Whole model fits into a link; a result opens from a short link, so a colleague or a reviewer sees what you see.
AI assistant

Describe the change in words

  • A chat inside the window sees your open model, the current view and your selection.
  • It proposes a changed model as a card with an Apply button. Nothing changes until you press it.
  • It can switch the view for you: tab, section, field, with an undo.
  • It answers from our documentation and can read your calculation results.
  • The same assistant is available as a Telegram bot, @temper3d_bot.
  • The documentation it draws on is currently in Russian. Access is granted per account: ask us.
MCP and API

An agent that calculates

  • Remote MCP server with OAuth sign-in: estimate, submit, wait for and read calculations, cancel, list runs, convert legacy files.
  • Format documentation is exposed as MCP resources, so an agent learns the model format from the server itself.
  • The model is a short text container, so an agent can write it, diff it and correct it.
  • REST API with idempotency keys for batch and pipeline use. Python and JS/TS libraries for model files (not published yet, available on request).

For developers and AI agents

Add the server once, then ask your assistant to calculate a junction. It estimates the size, submits the model, waits for the result and reads the flows back to you.

MCP tools

temper_estimatetemper_submittemper_wait_runtemper_get_resulttemper_get_runtemper_list_runstemper_canceltemper_convert_to_frstemper_me

Claude Code, a custom connector in Claude.ai and Claude Desktop, Cursor and VS Code: any MCP client that supports remote HTTP servers with OAuth.

API and MCP details (in Russian)

# MCP: add the server to Claude Code, then sign in with /mcp
claude mcp add --transport http temper https://api.temper3d.ru/mcp

# REST: estimate without spending quota, then submit
curl -H "Authorization: Bearer $TOKEN" \
  -X POST https://api.temper3d.ru/v1/estimates -F frs=@model.frs
curl -H "Authorization: Bearer $TOKEN" -H "Idempotency-Key: my-case-1" \
  -X POST https://api.temper3d.ru/v1/submissions -F frs=@model.frs

Who it is for

Four kinds of users with the same problem: a hand calculation stops working at the junction, and the result has to survive review.

Energy and building physics consultants

A junction you can defend in a report

Problem. Catalogues of psi values do not cover your detail, and a reviewer asks how the number was obtained.

With Temper-3D. Heat flow balance, the EN ISO 10211 mesh checks and the minimum surface temperature are in every result. A result opens from a short link, so a reviewer can open it and recalculate.

Window and facade designers and manufacturers

Frames, reveals, window position

Problem. Every profile and every installation detail needs its own U_f, psi and condensation check.

With Temper-3D. Frame calculations to EN ISO 10077-2, installation junctions in 3D, serial runs through the API, a parametric junction template.

Software teams and AI agent builders

Thermal physics as a service

Problem. Desktop solvers have no programmable interface, so they cannot sit inside a BIM pipeline or an AI workflow.

With Temper-3D. REST API, MCP server and a plain-text model format that a script or a language model can write, diff and fix.

Universities and trainers

Textbook cases with known answers

Problem. Students need real junctions, not an installer and a licence server.

With Temper-3D. The four EN ISO 10211 test cases and the EN ISO 10077-2 frame case are solved and open for checking. The solver runs in a browser tab.

What it calculates

Thermal bridges, 2D and 3D

Temperature field and heat flow through any junction: corners, balcony slabs, fasteners, window reveals.

Linear and point transmittance

Psi (linear, W/(m·K)) and chi (point, W/K) from the flow through the junction. Fasteners, for example, are a chi calculation.

Condensation and mould risk

Surface temperature against dew point, and the temperature factor f_Rsi at every point of the inner surface.

Window frames

Two-dimensional conductance L2D and frame transmittance U_f under EN ISO 10077-2.

Checked against the standards

We state exactly what was checked: the benchmark cases of the standards. This is not a third-party certificate of conformity to EN ISO.

Validation report and input files (in Russian)

How a calculation goes

1. Describe the model

Dimensions in millimetres, conductivity of materials, air temperatures. The model is a short text container (.frs) that you can read, diff and edit.

2. Calculate in the cloud

Estimate the node count first, then submit. The solver checks the EN ISO 10211 conditions on a refined mesh.

3. Open the result in a browser

Temperature field, flows through every surface, minimum surface temperature and heat balance. Share the result by a short link.

Example from our tutorial: with +20 °C inside and -23 °C outside, the inner surface of a wall is at 18.70 °C, a flat corner at 16.76 °C and a corner at the ceiling at 13.64 °C. A one-dimensional formula sees only the first number. Tutorial, corners (in Russian)

Compared with desktop programs

THERM, Flixo and HEAT2/HEAT3 are mature desktop tools. We compare on the three points where we differ, and only on what we could verify.

Temper-3DTHERM, Flixo, HEAT2/HEAT3
Browser or installation ✓Runs in a browser tab: model, calculation and results ✗Desktop programs you install and license
AI ✓Built-in assistant that edits the model and explains results ✗No AI features found on their sites (November 2026)
MCP and API ✓MCP server and REST API ✗No MCP server found for any of them (November 2026)

If a desktop program fits your work, use it. If you want the calculation in a browser, in an agent or in a pipeline, this is the difference.

Pricing

Simple calculations are free. Larger ones are priced by size and volume.

Free
Free

Up to 2,000 mesh nodes and 1 minute of compute per day. Flat junctions, learning, checking a method. Sign-in by email code.

Start free
Professional
Contact us

Models up to 80,000 nodes with higher daily limits, for offices and organisations. Invoice and contract.

Ask for a quote
Large models and teams
Contact us

Up to 3 million nodes, API volume, education and integration terms on request.

Talk to us

Contact

Tell us about your junction and what you need to prove with it. We reply by email.

Sales and licences
sales@temper3d.ru
Technical questions
support@temper3d.ru
Anything else
temper@temper3d.ru