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ScienceShot science reference MCP Server

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ScienceShot science reference is answering right now. Last checked 2 min ago. It exposes 26 tools.

Sourced, citable answers in radiation and particle physics, photonics, electronics and quantum.

Uptime history 20 hours of history
20 hours agonow
100.0%
Uptime 24h
72 of 72 checks
26
Tools
read from the server
458 ms
Response time
average over 24h
open, no key
Access
streamable-http

Nothing serious here today

Today is the operative word: we check ScienceShot science reference every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

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Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 2 min ago.

run in your terminal
claude mcp add science --transport http https://scienceshot.com/mcp
Settings → Connectors → Add custom connector, then paste this address
https://scienceshot.com/mcp
~/.codex/config.toml
[mcp_servers.science]
url = "https://scienceshot.com/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "science": {
      "url": "https://scienceshot.com/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "science": {
      "type": "http",
      "url": "https://scienceshot.com/mcp"
    }
  }
}

Available tools 26

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

photon
photon_attenuation
Narrow-beam photon attenuation from NIST XCOM. Give thickness in mm and energy in keV.
photon_energy
Convert vacuum wavelength, frequency, spectroscopic wavenumber and photon energy with CODATA 2018 constants. Returns photon rate for optical power, photons per joule, momentum and all matching overlapping ISO 21348 spectral categories.
blackbody
blackbody_spectrum
Calculate both Wien peaks, Planck peak spectral radiances and Stefan-Boltzmann radiant exitance for an ideal blackbody from 1 K to 100000 K. Numerically integrates the fraction of total power in a wavelength band, default 380-760 nm, using shared CODATA 2018 constants.
bragg
bragg_peak
Calculate proton CSDA range, stopping power, Bragg peak, distal R80 and relative dose per fluence in water or ICRU soft tissue. Uses Bethe range and Bortfeld (1997) with Gaussian straggling and initial energy spread; tissue is water-equivalent and energies above 200 MeV are extrapolated.
convert
convert_radiation_units
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.
cosmic
cosmic_dose
Calculate the cosmic-ray ambient dose equivalent rate H*(10) and effective dose rate E (ICRP 116), in uSv/h, inside an aircraft cabin (0-20 km) or on the ground (0-6 km), for a latitude, longitude and solar activity, and the effective dose of a stay or flight at that place. Uses precomputed PARMA 4.10 tables of the Japan Atomic Energy Agency (US Standard Atmosphere, vertical cut-off rigidity Rc from the PARMA database for the present epoch, A340 reference mass in the aircraft), interpolated log-linearly in altitude and linearly in Rc and W-index. Galactic cosmic rays only, one position and no route integration; for route doses use EXPACS. Give either w_index (0-150) or solar (min for December 2009, max for August 2024).
detector
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.
device
device_ledger_query
Query the ScienceShot QEP device ledger: published measurements of qubit coherence (T1, T2), single- and two-qubit gate fidelity, readout fidelity and gate time on superconducting, trapped-ion, neutral-atom, semiconductor-spin, defect-spin and photonic devices, one cited row per result. Filter by platform, metric, statistic and since_year. With a metric, rows come best first and comparable rows before the rest. Each row gives value, unit, SI value, date, source type, reference, link and the figure or table where the number was read; the answer adds the ledger release and the page to cite. Best, median, mean and single-device values are separate rows; Pauli-error and photonic rows are flagged not comparable.
diffraction
diffraction_grating
Solves the signed reflection grating equation and ideal Rayleigh resolution from Hecht, Optics, 5th edition and the MKS Newport handbook. Returns allowed order bounds, angular dispersion, illuminated groove count, linewidth, Littrow angle and local approximate free spectral range; excludes slit and aberration limits.
energy
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.
fibre
fibre_link_budget
Power margin and fixed-component power reach from ITU-T G.652.D cable attenuation maxima. Returns chromatic broadening and a dispersion-limited estimate using explicit spectral width and allowed bit-period fraction; excludes chirp, PMD, nonlinearities, overload and compensation.
gamma
gamma_dose_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.
gaussian
gaussian_beam
Gaussian propagation and thin-lens focusing from Siegman, Lasers (1986), with ISO 11146 beam propagation ratio. Returns Rayleigh range, radius, curvature, Gaussian-model Gouy phase, half-angle divergence, focused waist, depth of focus and peak intensity; phase and intensity for M^2 > 1 are Gaussian estimates.
hydrogen
hydrogen_spectrum
Calculate reduced-mass Rydberg vacuum and standard-air wavelengths, level energies and ionization energies for H, D or a one-electron ion. Supply integer lower and upper levels; custom ions need Z and a bare nuclear mass in kg. Air uses Edlen (1966), dry air at 15 C and 101325 Pa, from 300 to 1700 nm; fine structure and Lamb shifts are excluded.
landau
landau_distribution
Heavy-particle energy-loss distribution with MPV, Landau FWHM, finite-transfer Bethe mean, xi, kappa, regime, peak constants and 161 Landau density points. Gaussian regimes include sigma_mev; the returned Landau curve is then inapplicable. Defaults: muon, 10000 MeV/c, silicon, 300 micrometres.
material
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.
microstrip
microstrip_impedance
Calculate microstrip impedance and effective permittivity with Hammerstad-Jensen (1980) thickness correction. Returns Wheeler (1977) zero-thickness synthesis and a separate thickness-corrected H-J target width; dispersion and losses are ignored.
noise
noise_calculator
Calculate Johnson-Nyquist thermal noise voltage, current and available power kTB, Schottky shot noise, noise figure and noise temperature (290 K reference), input noise floor and SNR in dB, and the ideal ADC quantization SNR (6.02 N + 1.76 dB) with ENOB from a measured SINAD. Classical white-noise formulas with CODATA 2018 constants; every answer cites Johnson, Nyquist, Schottky, Friis and Kester.
photodiode
photodiode_responsivity
Converts external quantum efficiency and responsivity using CODATA 2018 h, c and e, and computes photocurrent and unity-gain shot noise following Hamamatsu. Returns dark and illuminated shot-noise NEP, sourced Si/Ge/In0.53Ga0.47As bandgap thresholds and LED photon energy; excludes thermal, amplifier and excess noise.
quantum
quantum_tunnelling
Calculate the exact transmission coefficient of a one-dimensional rectangular potential barrier for an electron, proton or alpha particle, below or above the barrier height. Give particle energy and barrier height in eV and barrier width in nm; the result adds the WKB exponential estimate, the thick-barrier asymptote and the decay length. Textbook closed form (OpenStax University Physics 3, 7.6) with CODATA 2018 masses; a single square barrier only, no band structure or image-charge effects.
qubit
qubit_coherence
Calculate single-qubit average fidelity under Markovian amplitude/phase damping using Nielsen (2002). Accept T1, T2 or Tphi and gate time; checks T2 <= 2T1 and returns pure dephasing, error per gate and an independent-error depth proxy, not a circuit-success guarantee.
radioactive
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.
scienceshot
search_scienceshot
Search ScienceShot's science reference pages and articles on radiation and particle physics, photonics, electronics and quantum physics. Returns up to 5 pages with title, date, link and summary.
semiconductor
semiconductor_carriers
Calculate Varshni bandgap, intrinsic and doped equilibrium carriers, Fermi level above the valence edge and conductivity for Si, Ge or GaAs. Assumes fully ionized dopants and non-degenerate statistics; conductivity uses fixed 300 K low-field mobilities and the result flags degeneracy.
synchrotron
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.
xray
xray_spectrum
Calculate a tungsten tube spectrum, mean energy (fluence-weighted), aluminium and copper half-value layers, air kerma and the fraction of kerma removed by added filters. Uses SpekPy 2.5.4 with 12 degree anode and 2.5 mm Al inherent filtration; interpolates continuum on normalized energy and fixed-energy characteristic lines between stored kVp, applies NIST XCOM filters and solves kerma-weighted HVLs using NIST SRD 126 air mu_en/rho. Narrow beam without scatter, inverse-square distance.

Endpoints

URLTransportStateLatencyChecked
https://scienceshot.com/mcp streamable-http answering 426 ms 2 min ago

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ScienceShot science reference — questions

Answers built from our own checks of this server.

What can ScienceShot science reference do?
It exposes 26 tools, read directly from the server on our last check. Among them: blackbody_spectrum, bragg_peak, convert_radiation_units, cosmic_dose, detector_signal, device_ledger_query and 20 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is ScienceShot science reference working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 72 of 72 checks got a reply (100.0%), average response time 458 ms. The bar chart above shows every period we have measured.
How do I connect ScienceShot science reference?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does ScienceShot science reference need an API key?
No. ScienceShot science reference completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 26 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is ScienceShot science reference?
It answers our handshake in 458 ms on average, which is faster than 26% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.