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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Other

RestaurantDoctorAI

Free restaurant profit check, recipe costing, calculators, website check, deadlines, guides, blog.

Checks passed
14 / 22

1 failed · 7 not measured

Median response
808 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
22

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
103
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
402

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 1086 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name restaurantdoctorai-profit-check.

  • Pass
    Lists tools

    tools/list returned 22 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 808 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 1058 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

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

    59 of 175 parameters have a description (34%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Pass
    Source repo linked

    A 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 2026-11-04T10:07:10.350377Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using RestaurantDoctorAI

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 restaurantdoctorai https://restaurantdoctorai.com/api/mcp

Capabilities

Tools 22

restaurantdoctor_booking_fees

Works out what a US restaurant's reservation app costs it, as the free booking fee check on restaurantdoctorai.com does: a month, a year, per guest who booked through it and as a share of the average spend, from the plan's published price (dated, sourced) or the owner's invoice, plus fees per guest and the percentage on deposits. Of the apps checked, only OpenTable charges per guest: for guests from its own app and website, possibly from Google and partners, and on Basic from the restaurant's own website. Returns a one-sentence headline first, the month line by line, what isn't counted, what the owner can do (book direct, mark no-shows, the contract's notice date), other apps' published prices as information, not a recommendation, the caveats and sources. It answers what OpenTable, Resy, Tock, Yelp, Toast Tables, SpotOn or SevenRooms costs a restaurant per reservation or per guest. It needs the app and plan (on the invoice) and, for OpenTable, last month's guests from its covers report by where they booked; the rest is optional. A figure that isn't sent is never counted as 0. Not affiliated with any app; it reads no account. The figures aren't stored; only an anonymous daily count of calculator runs is kept.

Discovered
restaurantdoctor_break_even

Works out a restaurant's break-even sales from the owner's figures for one typical month, as the free break-even calculator on restaurantdoctorai.com does: the sales a month needs to pay every bill, also a week, a day open and guests a day; how far the month was above or short of it; what was left over after every bill; what a point of cost moves it by; with and without the owner's own pay; and if prices were 10% lower or higher (an illustration). Hourly pay can rise with sales or stay fixed, or both ways as a range. Takes the month's figures in any currency; a figure not sent is never counted as 0. Returns the result, the working and a link that opens the calculator with the figures in. The figures aren't stored; only an anonymous daily count of calculator runs is kept.

Discovered
restaurantdoctor_card_fees

Checks a US restaurant's card processing fees for one month, as the free card fees check on restaurantdoctorai.com does: the cost per 100 dollars of card sales (the effective rate), against a dated fair range for that type of restaurant (an estimate of a competitive interchange-plus account from Visa's published restaurant interchange, network fees and a fair markup); how far above it the fees are, a month and a year; how they compare with Square's, Toast's, Clover's or Stripe's published rate; what's realistic for that processor, words to read out to it, the fees to question on the statement by name, and the caveats. It answers whether card fees are too high, what the effective rate is, and what to ask the processor. It needs the month's total card sales and total card fees from the processor's statement (every fee, monthly and annual ones included), who processes the cards and what kind of restaurant it is; the number of card sales or the average sale narrows it. A figure that isn't sent is never counted as 0. It doesn't read statements, contact a processor or take payment. Returns the result, how it was worked out, and a link that opens the same check with the figures filled in. The figures aren't stored; only an anonymous daily count of calculator runs is kept.

Discovered
restaurantdoctor_cash_out

Works out a restaurant's nightly cash close for one drawer and one day or shift, as the free cash-out sheet on restaurantdoctorai.com does: expected cash (starting bank + cash sales - cash tips paid out - paid outs), over or short against the cash counted, the deposit (counted minus the starting bank), the card difference (processor batch minus POS card sales) when both are sent, and comps, voids and discounts as a share of net sales. Takes the starting bank, cash sales and cash counted, plus optional paid outs, card figures and sales totals, in any currency; a figure that isn't sent is never counted as 0. It sets no normal for over or short. Returns the result, how it was worked out, and a link to the free cash-out sheet. The figures aren't stored; only an anonymous daily count of calculator runs is kept.

Discovered
restaurantdoctor_check_website

Checks a restaurant's own website as the online check on restaurantdoctorai.com does: secure (https) and on its own address, made for phones, a menu written as text that phones and Google can read, online orders on its own terms or only through delivery apps, the address, hours and phone written on the page, tap to call, a way to get in touch, email sign-up and gift cards, what Google reads (a headline, title and description, not hidden from search, restaurant structured data), the preview a shared link shows, the page's text, story, questions, reviews, photo descriptions and social links, and Google's phone speed test with its measures one by one and real visitors' speed when Google has it (15 to 40 seconds; phoneSpeed: false skips it). Returns the score and grade, each area's score, the three checks to fix first with what to do about each, what a basic AI reader can tell about each question in a word, and a link to the full online check, which adds the Google listing, every check with what to fix, the reasons and places nearby on the website. A check it couldn't make (a page drawn by scripts, a security screen instead of the page) is left out of the score, never failed; every check, its points and where its facts come from are listed at https://restaurantdoctorai.com/online-check/checks. Takes only the website address. The website isn't stored; only an anonymous daily count of checks is kept.

Discovered
restaurantdoctor_cost_recipe

Reads a recipe's ingredient lines as written, weighs each one with USDA FoodData Central and USDA yields, and prices it with the owner's own prices when given, else dated US public prices (BLS and USDA ERS store averages, USDA wholesale prices, and USDA weekly store-ad sale prices, which run low). Returns a draft in US dollars: each line's grams, cost and price source, what each line still needs, the cost per plate as a range, and a link that opens the draft on restaurantdoctorai.com, where the owner checks each line and adds prices for one plate cost and a menu price. The draft never gives one plate cost or a menu price, and says nothing about allergens or nutrition. The recipe isn't stored; only an anonymous daily count of drafts is kept.

Discovered
restaurantdoctor_deadlines

Lists a US restaurant's coming tax, payroll, license and permit deadlines, as the deadline calendar on restaurantdoctorai.com does: federal dates (payroll forms, tip reports, W-2s, 1099s, returns, estimated tax) and the state's (sales tax, unemployment reports, yearly reports, franchise taxes, minimum wage changes, liquor and health permit dates where one date applies to everyone), each moved for weekends and holidays by the agency's rule, with the rule, what a miss costs and the official source. A state date is given only where the state's own page confirms it; the rest come as what to check with the agency. Also the rules for each hire, and a link that opens the same calendar on the website, where the owner adds their own license and permit dates and gets free email reminders. Takes the state and yes/no answers, no names or emails; scope (federal or state) and withinDays (the next so many days) cut the list. Reminders, not legal or tax advice. The answers aren't stored; only an anonymous daily count of calendars is kept.

Discovered
restaurantdoctor_delivery_price

Works out a dish's break-even price on a delivery app, the app price that leaves the owner the same money as selling it in their dining room, as the free delivery app price calculator on restaurantdoctorai.com does: the in-house price ÷ (1 − the app's real commission rate), the markup on the in-house price that takes (rounded up to a whole percent), and what the app keeps. Takes the dish's in-house price, in any currency, and one app's real commission rate from its payout statements; a figure that isn't sent is never counted as 0. Returns the calculator's result, how it was worked out, and a link that opens the calculator with the same figures filled in. The figures aren't stored; only an anonymous daily count of calculator runs is kept.

Discovered
restaurantdoctor_fica_tip_credit

Estimates a US restaurant's FICA tip credit (IRS Form 8846, the 45B credit) for a year like the one in its payroll figures, as the free FICA tip credit check on restaurantdoctorai.com does: the employer's 7.65% Social Security and Medicare tax on reported tips, less the tips needed to bring tipped staff's cash wage up to the 5.15 dollars an hour the law fixes for restaurants. Returns the reasons the real answer may be zero first (already claimed, no federal income tax owed, service charges aren't tips, only the business can claim it), then the credit as a range, its worth after the deduction it replaces, the years that may still be open, and sources. It answers questions about taxes on tips, Form 8846, the 45B credit or money the business may be missing on tips. It needs the state, a year's tips reported through payroll (never service charges) and, where the cash wage is under 5.15 dollars, tipped staff's hours that year; whether the return already includes Form 8846 comes first, if known. A figure that isn't sent is never counted as 0. It files nothing, isn't tax advice and takes no payment: the result is an estimate to take to the accountant, with a link that opens the same check with the figures filled in. The figures aren't stored; only an anonymous daily count of calculator runs is kept.

Discovered
restaurantdoctor_get_questions

Lists the 12 multiple-choice questions of the free restaurant profit check, with the answer values each one accepts. Money ranges, delivery apps and review sites follow the restaurant's country (default US).

Discovered
restaurantdoctor_labor_cost

Works out a restaurant's labor cost from the owner's own payroll figures for one week or month, as the free labor cost calculator on restaurantdoctorai.com does, in one of its three modes: share (labor as a % of net sales, against the range for its type of restaurant, with what the points over are worth), hours (next period's labor budget and the hourly staff hours it pays for once salaries are paid) or line (the cut line: the sales per labor hour below which the first person goes home). Takes net sales, hourly pay and hours worked, plus optional salaries, payroll taxes and benefits, expected sales, a target and more, in any currency; a figure that isn't sent is never counted as 0. Returns the calculator's result, how it was worked out, and a link that opens the calculator with the same figures filled in. The figures aren't stored; only an anonymous daily count of calculator runs is kept.

Discovered
restaurantdoctor_list_knowledge

Lists the entries of RestaurantDoctorAI's sourced library, all or one kind (guide, post, play, targets, fact or knowledge), up to 50 at a time: each with its id, kind, title, link and source, and for guides and blog posts the day it was published and last updated. It shows what the library has, such as every blog post and its date. Pages with offset and limit; nextOffset gives the next page. Nothing about the request is stored; only an anonymous daily count of searches (a list counts as one) is kept.

Discovered
restaurantdoctor_menu_calories

Works out a dish's calories from its recipe, as the free menu calorie counter on restaurantdoctorai.com does: each ingredient's calories from USDA FoodData Central (a list of 118 common foods) or its pack label, added up, shared by the plates it makes or by portion weight, and rounded once the way US, Ontario or UK and EU menus show calories. Ingredients are matched to that list, never guessed: words that fit several foods come back with the foods to pick from, and words that fit none with the nearest foods, or as not on the list. A pack label's kcal per 100 g comes from the owner's own label, never an estimate: without one, that ingredient can't be counted yet. Returns the menu figure, the exact one, how it was worked out with each food's FDC ID, what to check before printing, and a link that opens the counter with the same recipe filled in. It's an estimate, not a lab test. The figures aren't stored; only an anonymous daily count of calculator runs is kept.

Discovered
restaurantdoctor_par_levels

Works out par levels and what to order for up to 50 kitchen or bar items, as the free prep and par sheet on restaurantdoctorai.com does. Par = use per day × days covered + safety stock (days covered: from the day of the count and the order until the next delivery after this one arrives); order = par minus what's on hand, never below 0, rounded up to whole packs when a pack size is sent. Takes each item's use per day (or per week and the days open a week), days covered, optional safety stock and pack size, and what's on hand, in the owner's own units; a figure that isn't sent is never counted as 0, and an item missing one is returned as incomplete. Returns each item's par and order, the items that need an order, and a link to the free prep and par sheet. The figures aren't stored; only an anonymous daily count of calculator runs is kept.

Discovered
restaurantdoctor_plate_cost

Works out what one plate of a dish costs and what to charge for it, as the free plate cost calculator on restaurantdoctorai.com does: from each ingredient's pack price and the amount used (with a usable % for trim), or from a plate cost the owner already knows; then the food cost at the menu price, what's left per plate, the price for their target food cost and the prices inside the range for their type of restaurant, with the tax taken out of a tax-inclusive menu. It works from the owner's own prices and amounts, in any currency; a figure that isn't sent is never counted as 0. Returns the calculator's result, how it was worked out, and a link that opens the calculator with the same figures filled in. The figures aren't stored; only an anonymous daily count of calculator runs is kept.

Discovered
restaurantdoctor_prime_cost

Works out a restaurant's prime cost from the owner's own figures for one week or month, as the free prime cost calculator on restaurantdoctorai.com does: food and drink used plus labor, as a share of net sales, against the target for its type of restaurant, with what the points over or under are worth, food and labor each against their own range, and which to look at first. Takes net sales, food and drink purchases and wages, plus optional payroll taxes and benefits, stock counts and the owner's unpaid hours, in any currency; a figure that isn't sent is never counted as 0. Returns the calculator's result, how it was worked out, and a link that opens the calculator with the same figures filled in. The figures aren't stored; only an anonymous daily count of calculator runs is kept.

Discovered
restaurantdoctor_prime_cost_consult

Runs the guided consult "Fix my prime cost" one step at a time from the answers so far, as RestaurantDoctorAI's AI restaurant expert does on restaurantdoctorai.com: the 6 set questions (type of restaurant, a week or a month, net sales, food and drink invoices, wages, payroll taxes and benefits), a check on any figure that looks like a slip, the free prime cost calculator's result, then up to 5 more questions on the half that comes first, ending in one finding: the biggest problem at these figures, the step-by-step fix to start with, its sources and at most two other things worth a look. Fixed rules and the calculators produce every figure and sentence, with no AI in between. Nothing is kept between calls: the answers so far come in on every call, each one optional, and the reply is the first step still open, with the fields and set answers that answer it. Any number of answers can come in one call. A figure that isn't sent is never counted as 0. A dish is only its price, plate cost and number sold, with no name. A guide, not a promise of results, and not legal, tax or financial advice. The figures aren't stored; only an anonymous daily count of calculator runs is kept.

Discovered
restaurantdoctor_read_knowledge

Reads one entry of RestaurantDoctorAI's library in full (a guide, a blog post, a playbook fix, the targets, a fact or a knowledge entry), by its id (such as 'guide:restaurant-prime-cost'), with its title, link and source. A long entry comes 8,000 characters at a time, with its total length: the next part starts at the nextOffset it returns. The query isn't stored; only an anonymous daily count of searches and reads is kept.

Discovered
restaurantdoctor_restaurant_budget

Works out a restaurant's monthly budget from the owner's expected sales and type of restaurant, as the free restaurant budget calculator on restaurantdoctorai.com does: food and drink, labor, prime cost and rent with utilities as money ranges by RestaurantDoctorAI's targets for that type, other operating costs at the owner's share or a 20% working assumption, what's left after every bill, and break-even sales with labor counted both ways. Takes expected net sales and the type, plus optional rent, the owner's own pay and the other costs share, in any currency; a figure that isn't sent is never counted as 0. Returns the calculator's result, how it was worked out, and a link that opens the calculator with the same figures filled in. The figures aren't stored; only an anonymous daily count of calculator runs is kept.

Discovered
restaurantdoctor_run_free_check

Scores a restaurant's 12 answers against RestaurantDoctorAI's targets for its type of restaurant and returns the free result the website shows: an overall grade, grades by area, the estimated money lost to avoidable costs, all of them together, a month and a year, the costliest issue or biggest opportunity with its estimated money a month, what one point of prime cost is worth, and the first fix. Includes a link that opens the same result on restaurantdoctorai.com. Takes only the 12 answers and the country, each answer one of the values its question accepts. The answers aren't stored; only an anonymous daily count of checks is kept.

Discovered
restaurantdoctor_search_knowledge

Searches RestaurantDoctorAI's sourced library: the website's guides and blog posts, RestaurantDoctorAI's step-by-step fixes, RestaurantDoctorAI's targets by type of restaurant, sourced industry facts, and an expert knowledge base of sourced how-tos, rules and checklists (costs, labor, money, growth, compliance, operations). Keyword search: "break-even", "breakeven" and "break even" are one term, and plurals match. Returns the best passages, each with its id, kind, title, link and source; kind narrows the search to one kind of entry. RestaurantDoctorAI's targets are its own, not industry benchmarks. The query isn't stored; only an anonymous daily count of searches and reads is kept.

Discovered
restaurantdoctor_tip_out

Works out how a restaurant shares tips, two ways, as the free tip-out sheet on restaurantdoctorai.com does. method percent: a server's tip-out to support roles, each a percentage of the server's net sales or tips, with the total tip-out, what the server keeps from their tips, and an error-level check when the tip-out is more than the tips. method pool: a tip pool shared by hours, with optional points for each role, rounded to the cent with the rounding remainder placed on the largest share. Takes the figures in any currency; a figure that isn't sent is never counted as 0. Returns the split, how it was worked out, the Department of Labor's published points on tips with their sources, and a link to the free tip-out sheet. It only works out a split from the numbers sent; it doesn't say whether a tip-out or a tip pool is allowed. The figures aren't stored; only an anonymous daily count of calculator runs is kept.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected1086 ms22
Connected530 ms22