ScienceShot data-centre intelligence and physics reference

com.scienceshotPublished by scienceshot.comOfficial publisherv1.1.0Updated Oct 31, 2026

Cited radiation physics answers and dated European data-centre markets, grid connections and rules.

VerifiedStreamable HTTPWeb executableCloud & InfrastructureData & AnalyticsAI & ML

Overview

AI-generated overview

ScienceShot gives an assistant dated European data-centre market, grid and rules figures plus cited radiation-physics reference calculations.

What you can do
  • Look up dated data-centre market overviews, project counts and developer rankings
  • Check where new grid connections are paused, rationed or congested, and see current grid carbon intensity and power prices
  • Read national and EU data-centre rules and upcoming deadlines by country
  • Search ScienceShot trackers, reference pages and articles
  • Run radiation-physics calculations: decay, gamma dose rate, synchrotron loss, photon attenuation, energy loss, material properties, detector signal and unit conversion
  • Retrieve colocation business-case inputs for one market (requires a personal key)
When to use it
Useful when you need sourced, dated figures on European data-centre markets, grid connection restrictions or national rules, or when you want quick radiation-physics reference calculations with cited sources rather than estimates.
Requirements
Remote streamable HTTP endpoint at scienceshot.com; no package or local runtime. No authentication is declared for the general tools, but business_case_figures requires a personal ScienceShot key sent as an Authorization Bearer header. Network access is needed.
Before you install
business_case_figures consumes one run per answer against the user's personal key quota, so repeated calls can exhaust the monthly allowance. Figures are dated snapshots from a third-party site and should be quoted with their date and source link. Physics outputs are reference calculations with stated assumptions and limits, not substitutes for professional dosimetry.

Installation

In SourceWeft

  1. Open ScienceShot data-centre intelligence and physics reference in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.scienceshot%2Fdata-centres/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "scienceshot-data-centre-intelligence-and": {
      "type": "http",
      "url": "https://scienceshot.com/mcp"
    }
  }
}

Tools

14

data_centre_market_overview

Data-centre market overview (Europe)

Dated overview of a European data-centre market: how many data-centre projects of 1 MW or more our pipeline tracker lists and how many are permitted or being built, who develops the most of them, whether new grid connections are paused, rationed or conditional in that country, the grid carbon intensity and power price this hour, and how many data-centre rules apply. Use for questions like "data centres in Germany", "Frankfurt data centre market", "who is building data centres in Spain". Metros: London, Frankfurt, Paris, Amsterdam, Dublin, Milan, Madrid. Countries: United Kingdom, Germany, Italy, Spain, France, Finland, Netherlands, Ireland, Norway, Sweden, Greece, Poland, Denmark, Portugal, Belgium, Switzerland, Czechia, Croatia, Estonia, Romania, Austria, Lithuania, Hungary, Latvia.

Parametersmarketrequired

grid_connection_status

Grid connection status for data centres (Europe)

Where in Europe new grid connections for data centres are paused, rationed, conditional or congested, by country, with the measure's name, what it applies to and when it started. Without a country: the whole ranking. Use for questions like "where can I still connect a data centre to the grid in Europe", "is Ireland's grid moratorium still in force".

Parameterscountry

data_centre_rules

Data-centre rules and deadlines by country

The national and EU rules for building and running a data centre in one European country (energy efficiency reporting, waste heat, permitting, grid), each with its status, who it applies to and the next date that matters, plus upcoming deadlines. Countries: Germany, France, Ireland, Netherlands, Italy, Spain, Sweden, Finland, Denmark, Poland, United Kingdom, Belgium, Czechia, Portugal, Switzerland, Norway, Greece, Austria, Hungary, Croatia, Lithuania, Latvia, Estonia, Romania, Bulgaria, Slovakia, Slovenia, Cyprus, Malta.

Parameterscountryrequired

grid_carbon_and_price_now

Grid carbon intensity and power price now

This hour's grid carbon intensity (gCO2/kWh), renewable share and day-ahead power price for a European market, the cleanest window in the next hours and its rank among 15 markets. Without a market: all markets ranked cleanest first. Markets: Germany, United Kingdom, France, Netherlands, Ireland, Italy (North), Spain, Poland, Belgium, Austria, Switzerland, Norway (NO2), Sweden (SE3), Denmark (DK1), Finland.

Parametersmarket

search_scienceshot

Search ScienceShot

Search ScienceShot's data-centre trackers, reference pages and articles (data centres, grid, energy, electronics, physics). Returns up to 5 pages with title, date, link and summary.

Parametersqueryrequired

radioactive_decay

Radioactive decay

Calculate parent and daughter activities using NuDat 3 half-lives and branching. Supply an isotope ID, initial activity and elapsed time with units.

Parameterselapsedrequiredinitialrequiredisotoperequiredtime_unitrequiredactivity_unitrequired

gamma_dose_rate

Point-source gamma collision air-kerma rate

Compute a point-source air-kerma rate constant from listed NNDC photon lines and NIST air energy-absorption coefficients, with resolved LNHB photon supplements. Apply activity and inverse-square distance with optional line-by-line shielding; collision air kerma (mu_en/rho) is not H*(10), and no broad-beam build-up factor is included. Cs-137 includes equilibrium Ba-137m at 94.7% branching; weak lines and unresolved X-ray groups may be absent.

Parametersunitrequiredisotoperequiredactivityrequiredmaterialdelta_kevdistance_mrequiredthickness_mm

synchrotron_loss

Accelerator power and synchrotron loss

Calculate dipole synchrotron energy loss per turn, radiated power per beam and critical photon energy in an isomagnetic ring. Give total beam energy including rest energy, beam current and exactly one bending radius or dipole field; an optional circumference returns revolution frequency. Uses CODATA 2018 and classical radiation formulae; this is beam radiation rather than facility electrical demand.

Parametersfield_tparticlerequiredradius_mcurrent_marequiredenergy_gevrequiredcircumference_m

convert_radiation_units

Radiation units converter

Convert a radiation value between units of the same quantity. Gy and Sv are never converted into each other: that needs a radiation weighting factor.

Parameterstorequiredfromrequiredvaluerequired

photon_attenuation

Photon attenuation

Narrow-beam photon attenuation from NIST XCOM. Give thickness in mm and energy in keV.

Parametersmaterialrequiredenergy_kevrequiredthickness_mmrequired

energy_loss

Charged-particle energy loss

Bethe and Landau thin-absorber estimates and a CSDA range for a heavy charged particle. The range is truncated at beta*gamma 0.05; give momentum or kinetic energy and thickness.

Parameterschargematerialrequiredparticlerequiredkinetic_mevmomentum_mevthickness_umrequired

material_properties

Material properties

Density, Z/A, mean excitation energy, radiation length, nuclear interaction and collision lengths, electron critical energy, Moliere radius and available melting and boiling points for 17 materials. Lengths are returned in g/cm2 and cm using the library density, alongside the NIST ESTAR density-effect table and a PDG 2024 source citation. Give a material name or ID.

Parametersmaterialrequired

detector_signal

Silicon and germanium detector signal

Most probable and mean electron-hole pairs, collected charge, energy deposit and Landau FWHM. Assumes full collection without gain; Si at 300 K, Ge at 77 K. Defaults: muon, 3000 MeV/c, silicon, 300 micrometres.

Parametersmaterialparticlekinetic_mevmomentum_mevthickness_um

business_case_figures

Data-centre business-case figures for one market

The inputs of a colocation data-centre business case for one European market: construction cost per MW, colocation prices per kW-month, electricity price, staff cost, guarding, property tax, exit yield, grid wait, permitting and grid charges. Needs a personal ScienceShot key (Authorization: Bearer): a free account gets round example values, ScienceShot Premium the ScienceShot figures with low and high; each answer counts as one run. Markets: Amsterdam, Athens, Berlin, Copenhagen, Dublin, Frankfurt, Helsinki, Lisbon, London, Madrid, Milan, Oslo, Paris, Stockholm, Vienna, Warsaw, Zurich.

Parametersmarketrequired

Version history

2
  1. v1.1.0LatestOct 31, 2026
  2. v1.0.0Oct 16, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.

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