Machine-readable tool index

FishMatch AI Agent Hub: Every Tool, Calculator and RFQ Path in One Page

Every public FishMatch tool in one place: 56 aquaculture calculators, 6 workflow tools, the RFQ entry points and the public agent endpoints — each with what it does, what it needs, what it returns and what it does not establish.

Short answer

Where can an AI agent find every FishMatch tool, calculator and RFQ path?

This page is the complete index of FishMatch tools for AI agents and buyers: every calculator (biomass, stocking density, oxygen, water exchange, pump sizing, filtration, RAS sizing, feed, power, operating cost, CAPEX and ROI), the workflow tools (Project Sizer, RFQ Wizard, RFQ Builder, proposal comparison, buyer portal, human advisor), the RFQ entry points, and the public MCP endpoints for submitting a fish farm RFQ and checking its status. Every output is a planning estimate, never an engineering design.
Calculators:
56 planning calculators, fish and shrimp
Workflow tools:
6 tools from sizing to proposal comparison
RFQ paths:
7 entry points, project or category led
Agent access:
Public MCP endpoints plus llms.txt
Languages:
English plus 11 translated languages
Output status:
Planning estimates — never engineering designs

All calculators

Every tool listed here returns a planning estimate used to structure requirements and RFQs. None of them is an engineering design, a biological production plan, or a guarantee of survival, FCR, growth, water quality, production output, energy saving or return.

Biomass Calculator

Estimates standing biomass from stock numbers, average weight and expected survival so a project can state a biomass figure instead of only an annual tonnage target.

Inputs:
Number of animals stocked, Average target weight, Assumed survival rate
Returns:
Estimated standing biomass in kilograms or tonnes at the stated point in the cycle.
Does not establish:
Survival and growth assumptions are user-supplied planning inputs. Actual biomass depends on genetics, health status, water quality, feed and husbandry.
Scope:
Fish and shrimp; tanks, ponds, cages, hatchery and nursery stages.

Stocking Density Calculator

Converts biomass and water volume into a stocking density figure, or the reverse, so tank, pond or cage configuration can be discussed with a number attached.

Inputs:
Water volume or surface area, Target biomass, Species and system type
Returns:
Density expressed per cubic metre or per hectare, plus the implied unit count.
Does not establish:
Acceptable density is species-, system- and welfare-specific and must be confirmed by a qualified biologist and local regulation.
Scope:
Fish and shrimp; RAS and flow-through tanks, ponds and cages (density basis differs per system).

Oxygen Requirement Calculator

Estimates the oxygen demand implied by biomass, temperature and feeding assumptions so aeration and oxygenation scope can be discussed before quotations.

Inputs:
Standing biomass, Water temperature, Feeding rate assumptions
Returns:
Indicative oxygen demand per hour or per day as a planning range.
Does not establish:
Not a dissolved-oxygen design. Real demand varies with metabolism, feeding events, stress and system hydraulics, and must be confirmed by the system designer.
Scope:
Fish and shrimp; RAS, tanks and ponds. Cage sites depend on ambient exchange rather than installed oxygenation.

Water Exchange Calculator

Estimates exchange or turnover volumes from system volume and the exchange rate assumed for the production system.

Inputs:
System water volume, Assumed exchange or turnover rate, Operating hours
Returns:
Indicative daily and hourly water volumes to be supplied and discharged.
Does not establish:
Does not assess water availability, abstraction rights, effluent limits or treatment requirements. Those are regulatory and engineering questions.
Scope:
Flow-through, pond and partial-reuse systems, plus RAS make-up water. Not a cage parameter.

Pump Sizing Calculator

Produces an indicative pump duty point from required flow and estimated head so pumping scope can be stated in an RFQ.

Inputs:
Required flow rate, Static and friction head estimates, Operating hours
Returns:
Indicative flow-and-head duty plus an approximate power draw.
Does not establish:
Not a hydraulic design. Pipe routing, fittings, NPSH, redundancy and control strategy must be engineered by a qualified party or the supplier.
Scope:
RAS, flow-through and pond systems with pumped circulation or intake.

Biofilter Sizing Calculator

Gives an indicative filtration load from biomass and feeding assumptions so mechanical and biological filtration scope can be included in the RFQ.

Inputs:
Standing biomass, Daily feed quantity, System type and target turnover
Returns:
Indicative solids and nitrogen loading with implied filtration capacity ranges.
Does not establish:
Filter selection, media volumes and process guarantees remain the responsibility of the RAS engineering company or equipment supplier.
Scope:
RAS and intensive recirculating or partial-reuse systems. Ponds and cages use different water-quality strategies.

RAS Sizing Calculator

Translates a production target into indicative RAS tank volume, flow, oxygen and filtration ranges for early project framing.

Inputs:
Annual production target, Species, Target harvest weight and density assumptions
Returns:
Indicative tank volume, recirculation flow, oxygen and filtration ranges.
Does not establish:
A planning envelope, not a RAS design. Detailed engineering, process guarantees and commissioning belong to the selected engineering company.
Scope:
RAS only — fish species in land-based recirculating tanks.

Feed Budget Calculator

Estimate annual feed tonnage and cost from production, FCR and feed price.

Solar ROI & Payback (Load + Diesel + Tariff)

Solar payback (full)

Operating Cost (OPEX) Calculator

Builds an indicative annual operating-cost picture from feed, energy, labour and maintenance assumptions.

Inputs:
Feed quantity and price, Energy consumption and tariff, Labour, maintenance and other recurring costs
Returns:
Indicative annual operating cost by category.
Does not establish:
Cost inputs are user-supplied. No profitability, yield or return outcome is implied or guaranteed.
Scope:
All systems, fish and shrimp.

Aquaculture Power Requirement Calculator

Aggregates the connected load implied by pumping, aeration, filtration, feeding and ancillary equipment.

Inputs:
Equipment list with rated power, Duty cycles, Operating hours
Returns:
Indicative connected load and daily energy consumption.
Does not establish:
Does not evaluate grid quality, tariff structure, protection design or electrical compliance. No energy-saving outcome is implied.
Scope:
RAS, pond aeration and processing/site loads; cage sites only where feed barges or shore power apply.

Commercial Aquaculture CAPEX Estimator

Structures an indicative capital-expenditure breakdown across equipment, civil works, installation and contingency.

Inputs:
Production target and system type, Known equipment and civil cost assumptions, Contingency percentage
Returns:
Indicative CapEx breakdown with a total planning range.
Does not establish:
Not a quotation. Real pricing comes from manufacturers and contractors against a defined scope; exclusions materially change totals.
Scope:
All systems, fish and shrimp.

Commercial Aquaculture ROI & IRR Calculator

Models an indicative return picture from user-supplied revenue, cost and capital assumptions.

Inputs:
CapEx estimate, Operating cost estimate, Production volume and price assumptions
Returns:
Indicative payback and return figures based entirely on the assumptions entered.
Does not establish:
No return is promised or predicted. Outcomes depend on biological, market, environmental and operational conditions outside the tool.
Scope:
All systems, fish and shrimp.

Commercial Oxygen Demand & LOX Cost Calculator

O₂ demand + LOX $

Commercial Feed Consumption & Budget Calculator

Estimates feed quantity over a production cycle from biomass growth and an assumed feed conversion ratio.

Inputs:
Starting and target biomass, Assumed FCR, Cycle length
Returns:
Estimated total and periodic feed quantities.
Does not establish:
FCR is a user assumption, not a guaranteed outcome. Actual feed use depends on feed quality, temperature, health and feeding management.
Scope:
Fish and shrimp across all systems.

Aquaculture Processing Plant Capacity Calculator

Processing plant

Aquaculture Cold Storage & Refrigeration Calculator

Cold storage kW

Shrimp Survival Rate Profit Calculator

See how survival rate moves shrimp farm revenue and profit per cycle.

RAS Water Turnover Calculator

Flow rate, turnover time and make-up water for a recirculating system.

Aquaculture TCO Comparison Calculator

Compare two project options on 5-year total cost of ownership and cost per kg.

Shrimp Production Cost per Kg Calculator

Break down what a kilo of farmed shrimp actually costs to produce.

Shrimp Feed Requirement Calculator

Daily feed, cycle feed volume and feed cost for a shrimp cycle.

Shrimp Pond Aeration Calculator

Preliminary aeration horsepower, unit count and energy cost for a shrimp pond.

Shrimp Dissolved Oxygen Risk Planner

Operational oxygen risk screen for a shrimp pond or tank.

Shrimp Farm Energy Calculator

Total farm electricity: aeration, pumping, oxygen, feeding, treatment and cost per kg.

RAS Bid Normalizer

Normalise a RAS or aquaculture quotation into CAPEX per tonne, CAPEX per standing biomass, energy per kg and scope-gap flags.

Workflow tools

These carry a project from numbers to comparable supplier proposals.

ToolWhen to use itReturnsLimit
Project SizerAt the very start, before any supplier is contacted, when only production target and system type are known.Five linked planning blocks — water movement, oxygen, filtration, feed and energy — with a connected-load and backup-generator estimate.Planning-level output only. It is not an engineering design and does not guarantee water quality, growth, survival or energy consumption.
RFQ WizardAfter planning numbers exist and before any supplier conversation starts.A structured project brief, saved to the buyer's private room when signed in, plus a copyable version for direct use.A request definition, not a purchase order, quotation or technical specification approved by an engineer.
RFQ BuilderWhen project scope is already fixed and only supplier selection remains.A structured category request routed to matched independent manufacturers.Category requests do not check whether the surrounding system (flow, oxygen, filtration, power) is consistent with the equipment requested.
Proposal comparison workflowAfter proposals arrive and before shortlisting or negotiation.A structured comparison view highlighting where proposals differ in scope rather than only in price.Does not verify supplier claims, references or manufacturing capability; those require buyer due diligence.
Buyer portal and private project roomFrom the first saved RFQ onwards.Saved project briefs and request status tracking.Supplier identities remain confidential; the portal tracks the process, not supplier directories.
Human advisor pathWhen a project has non-standard constraints or a decision needs a second opinion.A human conversation and, where useful, a structured request prepared together.Advisory support on procurement structure only. FishMatch is not the engineering designer of record and is not a lender.

RFQ entry points

Buyer question to tool

If an agent is answering one of these questions, this is the tool that produces the number.

  • How do I estimate standing biomass for my farm?

    Stock numbers, target weight and assumed survival give the biomass figure every other requirement is derived from.

    Biomass calculator
  • What stocking density should my tanks, ponds or cages carry?

    Converts biomass and volume into density and implied unit count; acceptable density remains species- and welfare-specific.

    Stocking density calculator
  • How much water flow does my RAS need?

    Returns indicative recirculation flow alongside oxygen, filtration and energy, so the numbers stay consistent.

    Project Sizer
  • How do I estimate pump requirements?

    Needs a flow requirement plus static and friction head; produces an indicative duty point, not a hydraulic design.

    Pump sizing calculator
  • How much oxygen will my biomass consume?

    Biomass, temperature and feeding assumptions produce an indicative hourly and daily demand range.

    Oxygen requirement calculator
  • What filtration capacity does a RAS project imply?

    Feed load drives solids and TAN production, which drive mechanical and biological filtration scope.

    Filtration calculator
  • How much feed will a production cycle consume?

    Biomass growth and an assumed FCR give cycle feed volume for storage and feeding-system scope.

    Feed consumption calculator
  • What is the connected electrical load and backup requirement?

    Aggregates pumping, aeration, filtration and ancillary loads; backup sizing is indicative only.

    Power requirement calculator
  • What equipment does a RAS project actually need?

    Translates a production target into tank volume, flow, oxygen and filtration ranges before equipment is specified.

    RAS sizing calculator
  • What should I send to RAS or shrimp equipment suppliers?

    Produces one structured brief so every supplier quotes against identical assumptions.

    RFQ Wizard
  • How do I compare aquaculture proposals fairly?

    Normalises scope, exclusions and capacity basis before price is compared.

    Proposal comparison workflow
  • What will the project cost to build and to run?

    Indicative budget structure from user assumptions; real pricing comes from manufacturers against a defined scope.

    CapEx and operating-cost calculators
  • Can someone review my project with me?

    A real advisor, including a WhatsApp route, for procurement-structure questions.

    Human advisor path

Agent endpoints

GET /api/public/mcp

Read-only manifest of the public FishMatch MCP tools, their arguments and their response shape.

submit-fish-farm-rfq

Submits a structured fish, shrimp or RAS RFQ on behalf of a buyer. Validates species, capacity, system, country and contact details before creating the request.

get-rfq-status

Returns the current status of a previously submitted RFQ using its reference.

/llms.txt and /llms-full.txt

Plain-text summaries of the site for language models, available per language.

Agent access is read-and-submit only. Supplier identities, contact details and internal commercial terms are never exposed through any tool or endpoint.

Related hubs

Agent hub FAQ

Have the numbers? Turn them into proposals.

One structured request, routed to independent suppliers on the same scope. Supplier identities stay confidential until you choose to engage.

Get Free QuotesFinancing