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MCP server · Code & DevOps

EngScript Engineering MCP

By engscript.com

Engineering calculation MCP server for oil and gas engineering applications.

Connect to EngScript Engineering MCP
Checks passed
10 / 22

4 failed · 8 not measured

Median response
85 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
60

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
220
Publisher identityCan the publisher be traced to its source?
222

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 85 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-06-18, serverInfo.name engscript.

  • Pass
    Lists tools

    tools/list returned 60 tools.

  • Pass
    Current protocol

    Negotiated 2025-06-18. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 85 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 85 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    484 of 1178 parameters have a description (41%). The bar is 80%.

  • Fail
    Safety hints

    60 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Fail
    Website matches publisher

    The website host does not match the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-08-14T05:11:03.283795Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using EngScript Engineering MCP

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http engscript-engineering-mcp https://engscript.com/mcp

Capabilities

Tools 60

advDVR

Advanced Data Validation and Reconciliation including gross error detection and elimation

Discovered
advECONOMIC

Advanced Economic analysis with inflation, depreciation, and tax: NPV, IRR, Simple Payback, Profitability Index, NCF

Discovered
BALANCE

General mass/energy balance solver using GEKKO

Discovered
CARBON

Calculate thermodynamic properties of hydrocarbon mixture. Supports hydrocarbons and non-hydrocarbon chemicals (PR EOS flash calculation).

Discovered
COMPPOLYEFF

Calculate polytropic efficiency of compressor

Discovered
CTWRCAPA

Cooling tower capacity evaluation

Discovered
CTWRCAPADSNTST

Cooling tower capacity evaluation: design vs test

Discovered
CTWREVAPOR

Cooling tower evaporation rate: mass removal rate (MR) and heat removal rate (QR)

Discovered
CTWRLG

Cooling tower L/G ratio calculation

Discovered
CTWRNTU

Cooling tower NTU and characteristic C value calculation

Discovered
CVGAS

Calculate gas control valve Cv and Kv from flow conditions

Discovered
CVLIQ

Calculate liquid control valve Cv and Kv from flow conditions

Discovered
CVSTEAM

Calculate steam control valve Cv and Kv from flow conditions

Discovered
DESUPERHEATER

Calculate boiler feed water flow and total flow from pressure and temperature reduction through desuperheater. Also returns the inlet/outlet/BFW specific enthalpies (h_in, h_out, h_bfw) used in the mass balance, always in Btu/lb.

Discovered
DVR

Data Validation and Reconciliation

Discovered
ECONOMIC

Economic analysis: NPV, IRR, Simple Payback, Profitability Index, EAC

Discovered
EMISSIONFACTOR

Calculate CO2 emission conversion factor from gas composition

Discovered
FLUEGAS

Calculate enthalpy of flue gas from composition

Discovered
FORMULA

Generic formula calculator with unit conversion and IF-THEN-ELSE

Discovered
FUELGAS

Calculate MW, LHV and HHV of fuel gas from composition

Discovered
GN2DEPRESS

Calculate depressurization gas volume and hold time for gaseous nitrogen storage vessel

Discovered
HEXRF

Heat exchanger fouling resistance back-calculation from shell/tube-side operating conditions using Kern + Dittus-Boelter.

Discovered
HEXRF_DG

Heat exchanger fouling resistance back-calculation from shell/tube-side operating conditions using Delaware + Gnielinski.

Discovered
HEXRF_KD

Heat exchanger fouling resistance back-calculation from shell/tube-side operating conditions using Kern + Dittus-Boelter.

Discovered
HPADEPRESS

Calculate depressurization gas volume and hold time for high pressure air storage vessel

Discovered
HTRINOUTEFF

Calculate fired heater heat duty and efficiency from inlet/outlet conditions and composition

Discovered
HTRLOSSEFF

Calculate fired heater loss efficiency from ambient temperature, stack gas temperature and excess oxygen

Discovered
LMTD

Calculate LMTD of heat exchanger

Discovered
LN2DEPRESS

Calculate depressurization gas volumn abd hold time and saturation temperature for liquid nitrogen storage vessel

Discovered
MIXTURE

Primary thermodynamic property calculator. Use this tool first for all mixture property calculations. Supports hydrocarbons and non-hydrocarbon chemicals (PR EOS flash calculation).

Discovered
MtoV

Convert mass flow rate to volumetric flow rate at standard condition

Discovered
ORIFICEGAS

Gas orifice sizing / differential pressure / flow rate calculation based on ISO 5167 orifice. Exactly ONE of [M, dP, D2] must be set to '?' — that variable will be calculated.

Discovered
ORIFICELIQ

Liquid orifice sizing / differential pressure / flow rate calculation based on ISO 5167 orifice. Exactly ONE of [M, dP, D2] must be set to '?' — that variable will be calculated.

Discovered
PIPEAIR

Calculate compressed air pipe sizing: pipe diameter, velocity, pressure drop

Discovered
PIPEFF

Calculate Darcy friction factor based on Reynolds number and pipe roughness

Discovered
PIPEFLOWGAS

Calculate isothermal gas pipe flow: density, volumetric flow rate, mass flow rate from pressure drop

Discovered
PIPEFLOWLIQ

Calculate liquid pipe flow: volumetric flow rate and mass flow rate from pressure drop

Discovered
PIPEINSUL

Calculate optimal pipe insulation thickness to limit outer surface temperature (burn protection) and minimise heat loss. Uses cylindrical heat conduction + external convection model, solved via scipy.optimize.brentq. Returns exact minimum thickness and nearest commercial 5 mm step.

Discovered
PIPENITROGEN

Calculate nitrogen pipe sizing: pipe diameter, velocity, pressure drop

Discovered
PIPESTEAM

Calculate steam pipe sizing: pipe diameter, velocity, pressure drop

Discovered
PIPEWATER

Calculate water pipe sizing: pipe diameter, velocity, pressure drop

Discovered
Pmean

Calculate mean pressure between inlet and outlet

Discovered
PSVGAS

Calculate required PSV (pressure safety valve) relief area for gas/vapor service per API 520

Discovered
PSVLIQ

Calculate required PSV (pressure safety valve) relief area for liquid service per API 520

Discovered
PSVSTEAM

Calculate required PSV (pressure safety valve) relief area for steam service per API 520

Discovered
PSYCHROMETRIC

Psychrometric properties of moist air

Discovered
PTV

Calculate gas molar volume using equation of state

Discovered
PUMPBHP

Calculate pump brake horsepower

Discovered
REFRIGERANT

Calculate refrigerant thermodynamic properties using CoolProp. Provide Fluid name and any 2 state variables from: T, P, rho, H, S, U. Returns all remaining properties: T, P, rho, H, S, U, Cp, Cv, viscosity, conductivity, molecular weight.

Discovered
SOLVE

Solve nonlinear equations with unknown variables using fsolve

Discovered
STEAM

Calculate thermodynamic and transport properties of steam based on IAPWS

Discovered
STEAMFLASH

Calculate flash steam flow from pressure reduction

Discovered
STEAMLEAK

Calculate steam leak mass flow and flow condition (CHOKED / SUBCRITICAL) based on upstream and downstream conditions

Discovered
STEAMPH

Calculate mass flow from pin-hole on the steam piping

Discovered
STGEFF

Calculate multistage steam turbine isentropic efficiency

Discovered
STMDEPRESS

Calculate depressurization steam volumn and hold time for steam accumulator

Discovered
TBNEFF

Calculate steam turbine isentropic efficiency

Discovered
VENTURIGAS

Gas Venturi tube sizing / differential pressure / flow rate calculation based on ISO 5167 Venturi meter (as cast convergent venturi tube). Exactly ONE of [M, dP, D2] must be set to '?' — that variable will be calculated.

Discovered
VENTURILIQ

Liquid Venturi tube sizing / differential pressure / flow rate calculation based on ISO 5167 Venturi meter (as cast convergent venturi tube). Exactly ONE of [M, dP, D2] must be set to '?' — that variable will be calculated.

Discovered
VtoM

Convert volumetric flow rate to mass flow rate at standard condition and normal condition Sm3/hr, Nm3/hr, SCFH

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected85 ms60

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