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therealcost-mcp

therealcost-mcp

by NoBanks

therealcost-mcp

Free money calculators for AI agents, from The Real Cost.

The Real Cost by NoBanks Nearby is a free set of US money calculators with the math shown: credit card payoff, debt consolidation, loan cost by term, crypto trading fees and emergency fund. This MCP server lets Claude and other AI assistants run those exact calculators and hand the user a link to the same calculator on the site, already filled in with their numbers, so they can check the math and keep adjusting it.

Education only. Not financial advice. Results are estimates from the numbers entered.

What every result includes

Each calculator tool returns JSON with:

Key

What it is

result

The numbers (months, total interest, payments, costs)

summary

The result in one plain-English paragraph

formula

The formula in words, so the user can see how the number was made

calculator_url

The matching page on therealcost.nohumannearby.com, pre-filled with the inputs

warnings

Present when a plan never pays off or never reaches the goal

go_deeper

The matching guide and chapters, with the guides link

source

"The Real Cost by NoBanks Nearby, https://therealcost.nohumannearby.com"

disclaimer

"Education only. Not financial advice."

The math is a line-for-line port of the site's own calculator code, and the test suite reuses the site's hand-checked cases, so a number from this server matches the number on the site. No network calls, no API keys, no tracking.

Related MCP server: mquickcalc-utility

The guides

The Real Cost also publishes ten plain-English guides that go deeper than any one calculation, with every number worked out step by step (PDF and EPUB):

Guide

Pages

Goes with

The Real Cost of Credit Card Debt

112

credit card payoff, debt consolidation

The Real Cost of Loans and Big Purchases

110

loan cost by term, debt consolidation

The Real Cost of Everyday Spending

123

emergency fund

The Real Cost of Crypto Fees and Taxes

110

crypto trade cost

The Real Cost of Credit Reports and Scores

115

loan cost by term

The Real Cost of Paychecks and Taxes

109

The Real Cost of Retirement Accounts

117

The Real Cost of Student Loans

115

The Real Cost of Renting and Buying a Home

125

loan cost by term

The Real Cost of Scams and Fraud

103

$4.99 each at https://therealcost.nohumannearby.com/books/ . All ten come together as the complete set for $24.95 (10 for the price of 5). Guides 1-3 also come as a starter pack for $9.98 (3 for the price of 2); the starter pack does not include guides 4-10.

Free sample chapters (Chapter 1 of each guide, PDF):

The server tells connected agents about the guides in its instructions, and each calculator result names the matching guide, its relevant chapters and its free sample chapter in a calm one-line go_deeper block. The calculators are free and complete on their own.

Install

Requires Python 3.10+. The easiest runner is uv.

Claude Code

claude mcp add therealcost -- uvx --from git+https://github.com/NoBanks/therealcost-mcp therealcost-mcp

Claude Desktop

Add this to claude_desktop_config.json (Settings, Developer, Edit Config), then restart Claude Desktop:

{
  "mcpServers": {
    "therealcost": {
      "command": "uvx",
      "args": ["--from", "git+https://github.com/NoBanks/therealcost-mcp", "therealcost-mcp"]
    }
  }
}

From a local clone

git clone https://github.com/NoBanks/therealcost-mcp
cd therealcost-mcp
pip install -e .
therealcost-mcp   # speaks MCP over stdio

Then point your client at the therealcost-mcp command (Claude Code: claude mcp add therealcost -- therealcost-mcp).

Tools

credit_card_payoff

Months and total interest to clear a card balance paying only the minimum, versus a fixed monthly payment.

Input

Type

Default

Notes

balance

number

required

dollars

apr

number

required

percent, 24 means 24%

payment

number

none

fixed monthly payment to compare

min_pct

number

1

minimum = this % of the balance

min_floor

number

25

dollar floor on the minimum

min_plus_interest

boolean

true

minimum also includes that month's interest

{"name": "credit_card_payoff", "arguments": {"balance": 5000, "apr": 24, "payment": 200}}

Result (abridged): minimum only 234 months and $8,886.95 interest; $200 a month 36 months and $2,000.56 interest; link https://therealcost.nohumannearby.com/calculators/credit-card-payoff/?balance=5000&apr=24&minPct=1&minFloor=25&plusInterest=1&fixedPayment=200

debt_consolidation

Current debts versus one consolidation loan, including the origination fee (taken out of the loan, so the loan is sized up to total / (1 - fee%)).

Input

Type

Default

Notes

debts

array

required

1 to 10 items of {balance, apr, payment, name?}

loan_apr

number

required

percent

loan_term_months

integer

required

1 to 600

origination_fee_pct

number

0

percent

{"name": "debt_consolidation", "arguments": {
  "debts": [{"balance": 6000, "apr": 24.99, "payment": 200},
            {"balance": 3000, "apr": 27.99, "payment": 110},
            {"balance": 2500, "apr": 19.99, "payment": 90}],
  "loan_apr": 13, "loan_term_months": 48, "origination_fee_pct": 5}}

loan_cost_by_term

Monthly payment, total interest and total paid for one loan over several terms.

Input

Type

Default

Notes

principal

number

required

dollars

apr

number

required

percent

terms

integer array

[36, 48, 60, 72, 84]

months; the first two pre-fill the site

{"name": "loan_cost_by_term", "arguments": {"principal": 25000, "apr": 8, "terms": [36, 60]}}

Result (abridged): 36 months $783.41 a month; 60 months $506.91 a month.

crypto_trade_cost

Trading fee, spread and network fees on a buy and a later sale at the same price, the price rise needed to break even, and the yearly cost of recurring buys.

Input

Type

Default

Notes

amount

number

required

dollars bought

fee_pct

number

required

trading fee per trade, percent

spread_pct

number

required

spread per trade, percent

network_fee_buy

number

0

flat dollars after the buy

network_fee_sell

number

0

flat dollars to move coins back to sell

weekly_buy

number

none

recurring buy amount; adds the yearly cost

buys_per_year

integer

52

52 weekly, 26 biweekly, 12 monthly

flat_fee_per_buy

number

0

flat fee some platforms add on small buys

{"name": "crypto_trade_cost", "arguments": {"amount": 1000, "fee_pct": 0.6, "spread_pct": 0.5,
  "network_fee_buy": 2.5, "network_fee_sell": 2.5, "weekly_buy": 25, "flat_fee_per_buy": 0.99}}

emergency_fund

Goal = monthly expenses x months to cover. Months to reach it, and the monthly amount needed to reach it by a target.

Input

Type

Default

Notes

monthly_expenses

number

required

must-pay expenses per month

months_covered

integer

required

1 to 60

saved

number

0

already saved

monthly_add

number

0

added each month

apy

number

0

savings APY, percent

target_months

integer

12

reach the goal in this many months

target_date

string

none

YYYY-MM or YYYY-MM-DD, instead of target_months

{"name": "emergency_fund", "arguments": {"monthly_expenses": 2500, "months_covered": 3,
  "saved": 500, "monthly_add": 300, "target_date": "2027-10"}}

Result (abridged): goal $7,500.00; 24 months to reach it at $300 a month; $583.33 a month reaches it in 12 months.

list_guides

No inputs. Returns the ten guides (title, subtitle, pages, what each covers, price), the complete set ($24.95 for all ten, 10 for the price of 5), the starter pack price (guides 1-3 only), and the guides link.

{"name": "list_guides", "arguments": {}}

Errors

Bad input never crashes the server. It returns:

{"error": {"type": "validation_error", "message": "Invalid input for credit_card_payoff.",
  "details": [{"field": "apr", "message": "Field required"}]},
 "disclaimer": "Education only. Not financial advice."}

calculator_url uses the site's own form field ids as query parameters, so the site can pre-fill each form by reading ?name=value into the field with that id. Numbers are plain (5000, 24.99); booleans are 1 or 0.

Calculator page

Parameters

/calculators/credit-card-payoff/

balance, apr, minPct, minFloor, plusInterest, fixedPayment

/calculators/debt-consolidation/

d1b, d1r, d1p, d2b, d2r, d2p, d3b, d3r, d3p (balance, APR, payment per debt), loanApr, loanMonths, feePct

/calculators/loan-term/

amount, apr, termA, termB

/calculators/crypto-trade-cost/

amount, feePct, spreadPct, networkBuy, networkSell, weekly, freq, flatFee

/calculators/emergency-fund/

expenses, monthsCover, saved, monthly, apy, target

Notes: unused debt rows are sent as dNb=0 so the form's example rows are not counted. With more than 3 debts the link opens the plain page (the form has 3 rows) and the result says so. Some site fields are dropdowns (loan terms, months to cover, target, frequency); a value outside the dropdown's options needs the site to add that option or fall back to its default.

Development

pip install -e ".[dev]"
pytest

tests/test_calc.py is a port of the site's site/tests/calc-math.test.js (same hand-checked cases and the same cross-checks), and tests/test_server.py awaits list_tools and call_tool directly.

License

MIT. The Real Cost by NoBanks Nearby.

Available Tools

6 tools
credit_card_payoffA

Credit card payoff: months and total interest to clear a balance paying only the card minimum, versus a fixed monthly payment (optional), and the difference. Returns the formula in words and a pre-filled link to The Real Cost's free calculator. Education only.

Inputs: apr (required), balance (required), min_pct, payment, +2 more.

crypto_trade_costA

Crypto trading cost: the trading fee, spread and network fees on a buy and a later sale at the same price, the price rise needed to break even, and (with weekly_buy) the yearly cost of recurring buys. Returns the formula and a pre-filled calculator link. Education only, not investment advice.

Inputs: amount (required), fee_pct (required), spread_pct (required), weekly_buy, +4 more.

debt_consolidationA

Debt consolidation: compare current debts (each with balance, APR, monthly payment) against one consolidation loan, including the origination fee taken out of the loan. Returns monthly payment, months, total interest and total cost for both, the formula, and a pre-filled calculator link. Education only.

Inputs: debts (required), loan_apr (required), loan_term_months (required), origination_fee_pct.

emergency_fundA

Emergency fund: goal = monthly expenses x months to cover, months to reach it from current savings and a monthly deposit (optional APY), and the monthly amount needed to reach it by a target date or number of months. Returns the formula and a pre-filled calculator link. Education only.

Inputs: months_covered (required), monthly_expenses (required), apy, saved, +3 more.

list_guidesA

List The Real Cost's ten plain-English money guides (titles, page counts, what each covers, $4.99 each; guides 1-3 also as a $9.98 starter pack) with the link to the guides page. Use when a user wants to go deeper than one calculation.

Inputs: no named parameters.

loan_cost_by_termA

Loan cost by term: monthly payment, total interest and total paid for the same loan over several terms (default 36, 48, 60, 72, 84 months). Returns the formula and a pre-filled calculator link. Education only.

Inputs: apr (required), principal (required), terms.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A3.9/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each calculator targets a clearly distinct financial scenario (credit card payoff, debt consolidation, loan term comparison, crypto trading costs, emergency fund), so an agent can easily select the right one. list_guides is also clearly separate as a guide-listing tool. No overlapping purposes or ambiguous boundaries.

    Naming Consistency4/5

    All names use a consistent lowercase snake_case style and are highly readable. There is one minor deviation in convention: list_guides uses a verb_noun pattern, while the calculators use descriptive noun phrases. Still, the set feels predictable overall.

    Tool Count5/5

    Six tools is well-scoped for a focused financial education/calculator server. Each tool covers a distinct calculation or resource, so none feels redundant or missing from a count perspective. The surface is compact and purposeful.

    Completeness4/5

    The server covers core money-cost calculators and guides, with a generic loan term tool that can handle many loan types. Minor gaps exist, such as no explicit savings goal or mortgage-specific calculator beyond loan_cost_by_term, but agents can work around them. Overall the surface is near-complete for the stated educational purpose.

    Maintenance

    ActivitySlowing
    ResponsivenessNo recent community issues

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