Holston AI

com.holstonaiPublished by holstonai.comOfficial publisherv1.5.0Updated Oct 25, 2026

AI visibility audits, llms.txt and schema generators, instant quotes, missed-call and ROI tools.

VerifiedStreamable HTTPWeb executableAI & ML

Overview

Holston AI's hosted MCP server (holstonai.com), published by holstonai.com; no sign-in required; Streamable HTTP; 12 tools.

No AI overview yet: these facts come from the registry entry and the server itself.

Publisher
holstonai.com
Endpoint
holstonai.com
Last checked

Installation

In SourceWeft

  1. Open Holston AI in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.holstonai%2Fholston-ai/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "holston-ai": {
      "type": "http",
      "url": "https://holstonai.com/mcp"
    }
  }
}

Tools

12

calculate_mvp_timeline_roi

MVP Timeline ROI Calculator

Compares a Holston AI fixed-price 2–4 week build against a traditional ~6-month build. Returns build costs, labor savings captured, cost of delay, developer-weeks freed, payback week, and a month-by-month cumulative net position over the analysis window.

Parametersdev_headcountrequiredproject_scoperequiredautomation_ratedev_annual_cost_usdmanual_hourly_cost_usdanalysis_horizon_monthsholston_fixed_price_usdtraditional_timeline_weekstraditional_vendor_cost_usdholston_internal_involvementmanual_process_hours_per_weekrequired

generate_boilerplate_schema

Boilerplate Schema Generator

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, professional_services, manufacturing). Multi-tenant by default with org membership and audit logging; optional agent-run tables.

Parametersdomainrequiredoutputproject_nameinclude_ai_agents

audit_ai_visibility

AI Visibility Audit

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. Checks robots.txt rules for AI and search crawlers, server-rendered text, business and FAQ structured data, Open Graph, llms.txt, sitemap, HTTPS, mobile viewport and response time. Returns each check with a plain-English fix, the top 3 fixes, and a shareable report link. Takes up to ~20 seconds.

Parametersurlrequired

build_quote

Instant Quote

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 to the quote on holstonai.com. Ask what the customer needs first; do not add plans they did not ask for.

Parameterscarebuildshostingseo_planassessmentbusiness_name

build_systems_map

Systems Map

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. Flags manual handoffs, the same data kept in several unsynced systems, hub systems many processes depend on, and systems with no connections. Use after interviewing the user about their systems; nothing is stored.

Parametersflowscompanysystemsrequired

calculate_manual_work_cost

Manual Work Cost Calculator

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. Input a list of tasks with hours per week; hourly cost is optional.

Parameterstasksrequiredcompanyautomation_rateworking_weeks_per_yeardefault_hourly_cost_usd

calculate_missed_call_cost

Missed Call Cost Calculator

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 call could recover. Give calls per week (or missed calls per week) and the average job value; every other assumption has a sensible default.

Parameterscompanyclose_ratemissed_raterecovery_ratecalls_per_weekmissed_per_weeknew_caller_shareno_callback_rateaverage_job_value_usdrequiredcustomer_lifetime_value_usd

get_agent_templates

AI Agent Templates

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, and emergency handling. Give an industry id for one template, or omit it for the list. Use it before design_ai_agent.

Parametersindustry

design_ai_agent

AI Receptionist Designer

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 where the owner can edit it and talk to the agent out loud in their browser for free. Only the industry and business name are required. Holston AI builds the real version on the business's phone line at a fixed price confirmed after a short call.

Parameterscityhourspricingindustryrequiredservicesadd_stepsbusiness_namerequiredemergency_transfer

generate_llms_txt

llms.txt Generator

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 matter. Optional details (services, service area, hours, key facts) make it stronger. Use it when an audit shows no llms.txt.

Parametersurlrequiredemailhoursphoneaddresssummaryserviceskey_factsservice_areabusiness_name

generate_business_schema

Business Schema Generator

Builds ready-to-paste Organization or LocalBusiness structured data (JSON-LD) with address, phone, hours, service area, services, social profiles and optional FAQs. If a website is given, details are pre-filled from it. Returns the <script> tag plus checks to fix before publishing. Use it when an audit shows missing business schema.

Parametersurlcityfaqsemailhoursphoneregionstreetcountrylatitudelogo_urlservices+10 more

request_consultation

Request a Consultation

Sends the user's contact details and project summary to Holston AI so the team can follow up. Before calling: collect name, email or phone, and a summary of what they need (include any quote or report links from this conversation), show the user exactly what will be sent, and get their explicit agreement. Never call it without that agreement or with made-up details.

Parametersnamerequiredemailphonecompanysummaryrequiredinterestrequiredlocationbest_timequote_urlreport_urlcompany_sizeuser_confirmedrequired+1 more

Version history

2
  1. v1.5.0LatestOct 20, 2026
  2. v1.4.0Oct 19, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.