RestaurantDoctorAI MCP server

• Registry namecom.restaurantdoctorai/profit-checkverified in the MCP registry

The registry name sits under restaurantdoctorai.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

• Stateanswerschecked 2026-10-21
• Tools21
• Server calls itselfrestaurantdoctorai-profit-check
• Server version1.11.3
• Protocol version2025-06-18

On 2026-10-21 the server answered initialize and tools/list without a sign-in. First answer in 182 ms.

• Whether its tools do the product's job has not been judged yet.
• Checked on 4 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

• INITE MCP scoreafter a weeka score needs 7 daily checks: 4 so far
• Answeredmeasuring4 of the 7 daily checks it takes to print a share
• Median first answer152 ms
• Space in an agent's context≈ 17,285 tokensthe definitions of all its tools (21), which an agent carries on every turn
• Tool definitionsA · 90 of 100
• Typed results21 of 21 toolsdeclared outputSchema: results come typed, read once

• Parameters without a description: in 13 of 21

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

• 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).

• 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 profit leak of all the leaks together a month…

• 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…

• restaurantdoctor_check_website

  Checks a restaurant's own website as the online check on restaurantdoctorai.com does: secure (https), 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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 ÷…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…