Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Sourced, citable answers in radiation and particle physics, photonics, electronics and quantum.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://scienceshot.com/mcpRun this in your terminal
claude mcp add --transport http science https://scienceshot.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"science": {
"url": "https://scienceshot.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"science": {
"type": "http",
"url": "https://scienceshot.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://scienceshot.com/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 7, 2026. The maker wrote them, not us; we show them as plain text.
search_scienceshotSearch 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.
photon_energyConvert 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_spectrumCalculate 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.
semiconductor_carriersCalculate 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 degene
noise_calculatorCalculate 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. Cla
radioactive_decayCalculate parent and daughter activities using NuDat 3 half-lives and branching. Supply an isotope ID, initial activity and elapsed time with units.
xray_spectrumCalculate 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
cosmic_doseCalculate 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
gamma_dose_rateCompute 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
synchrotron_lossCalculate 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 fr
bragg_peakCalculate 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 extra
diffraction_gratingSolves 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
photodiode_responsivityConverts 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; exclude
gaussian_beamGaussian 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
fibre_link_budgetPower 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.
microstrip_impedanceCalculate 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.
qubit_coherenceCalculate 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.
hydrogen_spectrumCalculate 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
quantum_tunnellingCalculate 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
convert_radiation_unitsConvert a radiation value between units of the same quantity. Gy and Sv are never converted into each other: that needs a radiation weighting factor.
photon_attenuationNarrow-beam photon attenuation from NIST XCOM. Give thickness in mm and energy in keV.
energy_lossBethe 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.
material_propertiesDensity, 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 NIS
detector_signalMost 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.
landau_distributionHeavy-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, 30
device_ledger_queryQuery 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
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
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Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
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It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.2.0) reached the registry today.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Tabula MCP
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MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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