com.holstonai/holston-ai

6 of 12 tools are described as changing something (creating, editing, deleting, sending or running). For 1 the reading was uncertain, so no mark is shown.

• calculate_mvp_timeline_roicalculates or converts

  “Compares a Holston AI fixed-price 2–4 week build against a traditional ~6-month build.”

  Publisher declares: read-only yes · idempotent yes · open-world no

  11 inputs, 3 required

  • manual_process_hours_per_weeknumberrequired“Hours per week your team currently spends on the manual process the software will replace.”
  • dev_headcountintegerrequired“Number of in-house developers who would be assigned to a traditional build.”
  • project_scopestringrequired“Target project scope.”
  • manual_hourly_cost_usdnumber“Fully loaded hourly cost of the staff doing the manual work (default $45).”
  • dev_annual_cost_usdnumber“Fully loaded annual cost per in-house developer (default $150,000).”
  • automation_ratenumber“Fraction of the manual hours eliminated once the software is live, 0–1 (default 0.7).”
  • holston_fixed_price_usdnumber“A specific fixed-price quote from Holston AI.”
  • traditional_timeline_weeksinteger“Delivery timeline of the traditional path in weeks (default: 6–12 for websites, 26 ≈ 6 months for apps/agents).”
  • traditional_vendor_cost_usdnumber“External agency/vendor spend on the traditional path, on top of in-house dev time (default 0).”
  • holston_internal_involvementnumber“Share of the in-house dev team's time needed during a Holston build, 0–1 (default 0.1).”
  • analysis_horizon_monthsinteger“Length of the comparison window in months (default 6).”
• generate_boilerplate_schemagenerates contentdescribed as changing data

  “Generates a production-ready Next.js App Router repository layout, Prisma schema, and PostgreSQL DDL for a business domain (b2b_saas, marketplace, healthcare_admin, logistics, restaurant_retail, prof…”

  Publisher declares: read-only yes · idempotent yes · open-world no

  4 inputs, 1 required

  • domainstringrequired“Business domain: b2b_saas | marketplace | healthcare_admin | logistics | restaurant_retail | professional_services | manufacturing.”
  • outputstring“What to generate: repo_layout | prisma | sql | all (default all).”
  • project_namestring“Repository / package name (kebab-case).”
  • include_ai_agentsboolean“Add AgentRun/ToolCall tables plus agent runtime and MCP directories (default true).”
• audit_ai_visibilityon 3 other serversreads or searches

  “Audits a live public website and scores (0–100, grade A–F) how well AI assistants (ChatGPT, Claude, Perplexity) and search engines can find, read and cite it.”

  Publisher declares: read-only yes · idempotent yes · open-world yes

  1 input, 1 required

  • urlstringrequired“Website to audit, e.g.”
• build_quoteon 2 other serversgenerates contentdescribed as changing data

  “Builds an itemized Holston AI quote from fixed prices: one-time builds, monthly plans, first-year total (monthly plans have a 12-month minimum), timeline, terms, fitting add-ons, and a shareable link…”

  Publisher declares: read-only yes · idempotent yes · open-world no

  6 inputs

  • buildsarray“One-time builds.”
  • seo_planstring“Monthly SEO + AEO plan: seo-essentials (local) | seo-growth (adds AI search / AEO) | seo-authority (adds links, PR, competitor tracking).”
  • hostingstring“Monthly hosting: hosting-site (websites) | hosting-app (apps and agents).”
  • carestring“Monthly service contract: care-site (websites) | care-app (apps and agents).”
  • assessmentstring“Systems & Data Health Check, a one-time fixed-price assessment by company size: assessment-small (up to 50 employees) | assessment-medium (51–200) | assessment…”
  • business_namestring“Customer or business name to show on the quote.”
• build_systems_mapgenerates content

  “Draws a map of a company's software systems and how data moves between them (automatic, manual, export/import), as a Mermaid diagram with a shareable link.”

  Publisher declares: read-only yes · idempotent yes · open-world no

  3 inputs, 1 required

  • companystring“Company name, shown on the map.”
  • systemsarrayrequired“Every software system, database or important spreadsheet the business uses.”
  • flowsarray“How data moves between systems.”
• calculate_manual_work_costcalculates or converts

  “Calculates what manual, repetitive work caused by disconnected systems costs per year: staff hours, full-time equivalents, labor and error costs, five-year cost, and the savings from automating it.”

  Publisher declares: read-only yes · idempotent yes · open-world no

  5 inputs, 1 required

  • tasksarrayrequired“Each manual or repetitive task caused by disconnected systems.”
  • default_hourly_cost_usdnumber“Hourly cost used when a task has none (default $40).”
  • automation_ratenumber“Share of these hours that connecting the systems would remove, 0–1 (default 0.7).”
  • working_weeks_per_yearnumber“Working weeks per year (default 48).”
  • companystring“Company name for the report.”
• calculate_missed_call_coston 1 other servercalculates or converts

  “Estimates the revenue a business loses each year to unanswered phone calls (missed calls, lost callers, lost customers, monthly and five-year loss) and how much an AI receptionist that answers every …”

  Publisher declares: read-only yes · idempotent yes · open-world no

  10 inputs, 1 required

  • calls_per_weeknumber“Inbound phone calls per week.”
  • missed_ratenumber“Share of calls that go unanswered, 0–1 (default 0.25).”
  • missed_per_weeknumber“Missed calls per week, if known.”
  • average_job_value_usdnumberrequired“Average revenue from a new customer's first job or purchase.”
  • customer_lifetime_value_usdnumber“Optional: total revenue from a typical customer over time.”
  • new_caller_sharenumber“Share of missed callers who are new potential customers, 0–1 (default 0.5).”
  • no_callback_ratenumber“Share of those new callers who call a competitor instead of calling back, 0–1 (default 0.6).”
  • close_ratenumber“Share of new callers who become customers when answered, 0–1 (default 0.4).”
  • recovery_ratenumber“Share of lost calls an AI receptionist would handle, 0–1 (default 0.9).”
  • companystring“Company name for the report.”
• get_agent_templatesreads or searches

  “Lists Holston AI's ready-built AI receptionist templates by industry (HVAC, plumbing, roofing, dental, law and more): the services, the questions the agent asks, the default call flow, optional steps…”

  Publisher declares: read-only yes · idempotent yes · open-world no

  1 input

  • industrystring“Industry id.”
• design_ai_agentgenerates contentdescribed as changing data

  “Designs an AI receptionist for a business from Holston AI's templates: the step-by-step call flow, what it does at any point (pricing questions, emergencies, transfers), and a link to holstonai.com w…”

  Publisher declares: read-only yes · idempotent yes · open-world no

  8 inputs, 2 required

  • industrystringrequired“Industry id (see get_agent_templates).”
  • business_namestringrequired“The business name the agent answers with.”
  • citystring“Main service area, if it is one of these East Tennessee and Southwest Virginia cities.”
  • servicesarray“Service ids from the template.”
  • hoursstring“Business hours option.”
  • pricingstring“How the agent answers pricing questions.”
  • emergency_transferboolean“Transfer emergencies to an on-call number (default true where emergencies apply).”
  • add_stepsarray“Optional step ids to switch on, e.g.”
• generate_llms_txton 253 other serversgenerates contentdescribed as changing data

  “Reads a public website (homepage, sitemap and main pages) and writes a ready-to-upload llms.txt file that tells AI assistants who the business is, what it offers, where it works and which pages matte…”

  Publisher declares: read-only yes · idempotent yes · open-world yes

  10 inputs, 1 required

  • urlstringrequired“The business website, e.g.”
  • business_namestring“Override the business name found on the site.”
  • summarystring“Two or three sentences: what the business does, for whom, and where.”
  • servicesarray“Main services or products, one per item.”
  • service_areastring“Where the business works, e.g.”
  • phonestring
  • emailstring
  • addressstring“Street address, city, state and ZIP.”
  • hoursstring“Opening hours, e.g.”
  • key_factsarray“Short facts AI assistants should know: years in business, licenses, starting prices, guarantees, awards.”
• generate_business_schemagenerates contentdescribed as changing data

  “Builds ready-to-paste Organization or LocalBusiness structured data (JSON-LD) with address, phone, hours, service area, services, social profiles and optional FAQs.”

  Publisher declares: read-only yes · idempotent yes · open-world yes

  22 inputs

  • urlstring“Business website.”
  • business_namestring“Legal or trading name.”
  • business_typestring“The most specific schema.org type that fits, e.g.”
  • descriptionstring
  • phonestring
  • emailstring
  • streetstring
  • citystring
  • regionstring“State or region, e.g.”
  • postal_codestring
  • countrystring“Two-letter country code, default US.”
  • latitudenumber
  • longitudenumber
  • hoursarray
  • service_areaarray“Cities or regions served.”
  • servicesarray“Main services offered.”
  • price_rangestring“Optional, e.g.”
  • logo_urlstring
  • image_urlstring
  • social_profilesarray“Facebook, LinkedIn, Instagram, Google Business Profile, Yelp and similar URLs.”
  • founding_yearinteger
  • faqsarray“Optional FAQs that appear visibly on the page; adds FAQPage markup.”
• request_consultationon 12 other serverssends messagesdescribed as changing data

  “Sends the user's contact details and project summary to Holston AI so the team can follow up.”

  Publisher declares: read-only no · destructive no · idempotent no · open-world yes

  13 inputs, 4 required

  • namestringrequired“The person's full name.”
  • emailstring“Email address.”
  • phonestring“Phone number.”
  • companystring“Company or business name.”
  • company_sizestring“Approximate number of employees, e.g.”
  • locationstring“City and state, or country.”
  • intereststringrequired“Main service they are interested in.”
  • summarystringrequired“What they need, in a few sentences: their situation, goals, timeline and anything already discussed (audit score, systems, budget).”
  • quote_urlstring“Instant quote link from build_quote, if one was created.”
  • report_urlstring“AI visibility report or systems map link, if one was created.”
  • preferred_contactstring“How they prefer to be contacted.”
  • best_timestring“Best days or times to reach them.”
  • user_confirmedbooleanrequired“Must be true.”

Each quoted sentence is the first sentence of the publisher’s own description. The kind of tool and the “changes data” mark are our AI model’s reading of that description, not something we tested: two differently worded runs had to agree, otherwise no label is shown, and nobody has checked them by hand. A tool without the “changes data” mark is described as only reading, searching or calculating, or the two runs did not agree. No tool was called. Read the publisher’s full description before relying on it. “Publisher declares” lists the hints the server itself sends with the tool (MCP annotations: read-only, destructive, idempotent, open-world); they are the publisher's claims, not checked by us. Inputs are the parameters in the tool's own input schema: name, declared type, whether it is required, and the first sentence of its description. Read 2026-10-23.

The registry verifies a package once, when it is published, and does not re-check it. A difference below is about the listing, not a judgement of the publisher.