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AI Business System Advisor

tenkai2018/ai-business-system-advisor-mcp

This is a business workflow analysis server that helps you figure out which process to automate first, not just throw AI at everything. It exposes nine tools including analyze_business_context, evaluate_ai_opportunities, and assess_trust_control_risks, plus four structured prompts for running mini reviews or preparing diagnostic intake packets. You feed it your business model, customer touchpoints, and workflow ideas, and it generates reports identifying bottlenecks, trust risks, and where humans need to stay in the loop. Think of it as a pre-flight checklist before you build an AI agent. Outputs include mini reviews and structured intake packets you can use for implementation planning. Works over stdio or remote HTTP.

tools
9
transport
STDIO, HTTP
last updated
May 31, 2026
View on GitHub

Install

From registry metadata
$ npx add-mcp https://mcp.prodxsolution.com/ai-business-system-advisor/mcp --name ai-business-system-advisor-mcp

Run in your terminal. add-mcp asks which agents to add it to (Claude Code, Codex, Cursor and more). Add -g to install it for every project.

Review the command, arguments and environment values before installing. MCP servers run with your local permissions.

Other ways

Claude Code

$ claude mcp add --transport http ai-business-system-advisor-mcp https://mcp.prodxsolution.com/ai-business-system-advisor/mcp

Run in your terminal. Add --scope user to make it available in every project.

Tools

Verified live · 9 tools

Verified live against the running server on Nov 6, 2026.

analyze_business_contextSummarizes the supplied business context, including customer, offer, workflow, goals, constraints, readiness signals, missing information, and confidence.13 params

Summarizes the supplied business context, including customer, offer, workflow, goals, constraints, readiness signals, missing information, and confidence.

Parameters* required
aiIdeastring
AI or automation idea the user is considering.
businessTypestring
Type of business, such as ecommerce, SaaS, consulting, agency, local service, or solo business.
constraintsarray
Known constraints such as budget, team capacity, tools, timeline, compliance needs, or data access.
currentGoalstring
Current business goal the user wants the review to support.
currentProblemstring
Main business or workflow problem the user wants to solve.
currentWorkflowstring
How the relevant workflow currently works, including manual steps, tools, handoffs, and review points.
goal90Daysstring
Desired business or workflow outcome over the next 90 days.
notesstring
Any additional context the user wants considered in the review.
offerstring
Core product, service, package, or outcome the business sells.
revenueModelstring
How the business earns revenue, such as projects, retainers, subscriptions, services, or products.
riskConcernsstring
Concerns related to customer trust, brand reputation, legal exposure, sensitive data, or quality control.
targetCustomerstring
Primary customer segment or buyer the business serves.
teamSizestring
Approximate team size and key roles involved in the workflow.
map_customer_touchpointsMaps customer-facing workflow stages, trust-sensitive moments, automation-safe areas, human-critical areas, missing information, and confidence.13 params

Maps customer-facing workflow stages, trust-sensitive moments, automation-safe areas, human-critical areas, missing information, and confidence.

Parameters* required
aiIdeastring
AI or automation idea that may affect customer touchpoints.
businessTypestring
Type of business being reviewed.
currentProblemstring
Main customer journey or workflow problem the user wants to solve.
currentWorkflowstring
Current workflow steps, tools, owners, and handoffs.
customerJourneyarray
Known customer journey stages from first contact through retention.
deliveryProcessstring
How the business delivers the offer or service after onboarding.
onboardingProcessstring
How new customers are welcomed, scoped, educated, or set up.
recoveryProcessstring
How complaints, refunds, exceptions, or service recovery are handled.
retentionProcessstring
How renewals, repeat purchases, referrals, or ongoing customer value are managed.
riskConcernsstring
Concerns about trust, customer experience, brand reputation, privacy, or quality control.
salesProcessstring
How leads are qualified, sold, and converted before delivery begins.
supportProcessstring
How customer questions, issues, tickets, or requests are handled.
touchpointsarray
Specific customer-facing moments, handoffs, or interactions to review.
identify_bottlenecksIdentifies likely revenue, operations, customer experience, and trust/control bottlenecks from the supplied business context and returns a public-safe summary.9 params

Identifies likely revenue, operations, customer experience, and trust/control bottlenecks from the supplied business context and returns a public-safe summary.

Parameters* required
aiIdeastring
Optional AI or automation idea the user is considering.
businessContextstring
Short description of the business model, customers, offer, team, and operating context.
businessTypestring
Type of business being reviewed.
currentProblemstring
Main problem or bottleneck the user suspects.
currentWorkflowstring
Current workflow steps, handoffs, tools, and review points.
customerComplaintsstring
Known customer complaints, friction points, refunds, or support issues.
metricsstring
Known metrics such as response time, conversion, close rate, cycle time, churn, cost, or error rate.
riskConcernsstring
Concerns about customer trust, brand risk, money, privacy, compliance, or quality control.
teamPainPointsstring
Internal pain points such as repetitive work, slow handoffs, rework, or unclear ownership.
evaluate_ai_opportunitiesEvaluates candidate AI workflow ideas for business value, implementation readiness, repeatability, trust/control risk, warnings, and missing information.7 params

Evaluates candidate AI workflow ideas for business value, implementation readiness, repeatability, trust/control risk, warnings, and missing information.

Parameters* required
aiIdeastring
Specific AI or automation idea the user wants evaluated.
businessContextstring
Short description of the business, customers, offer, and current operating context.
businessTypestring
Type of business being reviewed.
candidateUseCasesarray
Candidate AI workflow ideas to evaluate.
currentProblemstring
Main problem the AI opportunities should help solve.
currentWorkflowstring
Current workflow before AI or automation.
riskConcernsstring
Concerns about customer trust, brand risk, money, privacy, compliance, or quality control.
assess_trust_control_risksReviews a proposed AI workflow for human review needs, data boundaries, quality controls, escalation triggers, unsafe automation risks, and confidence.13 params

Reviews a proposed AI workflow for human review needs, data boundaries, quality controls, escalation triggers, unsafe automation risks, and confidence.

Parameters* required
aiIdeastring
Specific AI or automation idea the user is considering.
businessTypestring
Type of business being reviewed.
canAffectBrandTrustboolean
Whether the workflow can affect brand reputation, customer expectations, or public trust.
canAffectMoneyboolean
Whether the workflow can influence pricing, refunds, payments, scope, or financial decisions.
currentControlsstring
Existing review, approval, QA, escalation, or monitoring controls.
currentProblemstring
Main business or workflow problem the user wants to solve.
currentWorkflowstring
Current workflow before AI or automation.
customerFacingboolean
Whether the workflow directly affects customers or customer-facing messages.
proposedWorkflowstring
Proposed workflow design, including what AI would do and what humans would review.
requiresExpertJudgmentboolean
Whether the workflow needs professional, strategic, legal, financial, HR, or domain judgment.
riskConcernsstring
Known concerns about customer trust, brand risk, compliance, money, privacy, or quality control.
usesSensitiveDataboolean
Whether the workflow may use private, regulated, or sensitive business/customer data.
workflowIdeastring
AI workflow or agent idea to assess for trust and control risk.
recommend_first_workflowRecommends the safest narrow AI-human workflow to implement first, including roles, review rules, escalation rules, success metrics, and missing information.16 params

Recommends the safest narrow AI-human workflow to implement first, including roles, review rules, escalation rules, success metrics, and missing information.

Parameters* required
aiIdeastring
AI or automation idea the user is considering.
bottlenecksarray
Known or suspected bottlenecks the first workflow should address.
businessTypestring
Type of business, such as ecommerce, SaaS, consulting, agency, local service, or solo business.
constraintsarray
Known constraints such as budget, team capacity, tools, timeline, compliance needs, or data access.
currentGoalstring
Current business goal the user wants the review to support.
currentProblemstring
Main business or workflow problem the user wants to solve.
currentWorkflowstring
How the relevant workflow currently works, including manual steps, tools, handoffs, and review points.
goal90Daysstring
Desired business or workflow outcome over the next 90 days.
notesstring
Any additional context the user wants considered in the review.
offerstring
Core product, service, package, or outcome the business sells.
opportunitiesarray
AI opportunities already identified or under consideration.
revenueModelstring
How the business earns revenue, such as projects, retainers, subscriptions, services, or products.
riskConcernsstring
Concerns related to customer trust, brand reputation, legal exposure, sensitive data, or quality control.
risksarray
Known risks or control concerns that should shape the workflow design.
targetCustomerstring
Primary customer segment or buyer the business serves.
teamSizestring
Approximate team size and key roles involved in the workflow.
generate_mini_reportGenerates a public-safe mini business system review with snapshot, bottlenecks, opportunities, risks, first workflow, next step, missing information, and confidence.21 params

Generates a public-safe mini business system review with snapshot, bottlenecks, opportunities, risks, first workflow, next step, missing information, and confidence.

Parameters* required
aiIdeastring
AI or automation idea the user is considering.
bottlenecksarray
Known bottlenecks to include in the mini review.
businessSnapshotstring
Existing business snapshot to include or refine in the mini review.
businessTypestring
Type of business, such as ecommerce, SaaS, consulting, agency, local service, or solo business.
confidencestring
Optional confidence level to carry into the report.one of low · medium · high
constraintsarray
Known constraints such as budget, team capacity, tools, timeline, compliance needs, or data access.
currentGoalstring
Current business goal the user wants the review to support.
currentProblemstring
Main business or workflow problem the user wants to solve.
currentWorkflowstring
How the relevant workflow currently works, including manual steps, tools, handoffs, and review points.
goal90Daysstring
Desired business or workflow outcome over the next 90 days.
nextStepstring
Existing next-step recommendation to include or refine.
notesstring
Any additional context the user wants considered in the review.
offerstring
Core product, service, package, or outcome the business sells.
opportunitiesarray
Known AI opportunities to include in the mini review.
preferredNextStepstring
User preference for self-guided, diagnostic, documentation, build, or review support.
recommendedWorkflowstring
Existing first workflow recommendation to include or refine.
revenueModelstring
How the business earns revenue, such as projects, retainers, subscriptions, services, or products.
riskConcernsstring
Concerns related to customer trust, brand reputation, legal exposure, sensitive data, or quality control.
risksarray
Known trust, control, customer, or implementation risks to include.
targetCustomerstring
Primary customer segment or buyer the business serves.

+1 more parameters. See the server's own documentation for the full schema.

recommend_next_stepRecommends a practical next-step category based on business goal, workflow complexity, implementation readiness, risk level, preferences, and missing information.23 params

Recommends a practical next-step category based on business goal, workflow complexity, implementation readiness, risk level, preferences, and missing information.

Parameters* required
aiIdeastring
AI or automation idea the user is considering.
businessTypestring
Type of business, such as ecommerce, SaaS, consulting, agency, local service, or solo business.
constraintsarray
Known constraints such as budget, team capacity, tools, timeline, compliance needs, or data access.
currentGoalstring
Current business goal the user wants the review to support.
currentProblemstring
Main business or workflow problem the user wants to solve.
currentWorkflowstring
How the relevant workflow currently works, including manual steps, tools, handoffs, and review points.
goal90Daysstring
Desired business or workflow outcome over the next 90 days.
hasExistingAutomationboolean
Whether the business already has automation or AI workflows in place.
implementationReadinessstring
How ready the business appears for implementation.one of low · medium · high · unknown
notesstring
Any additional context the user wants considered in the review.
offerstring
Core product, service, package, or outcome the business sells.
preferencestring
User's preferred support style.one of self_guided · done_for_you · unsure
problemComplexitystring
Estimated complexity of the business or workflow problem.one of low · medium · high · unknown
readinessstring
Simplified readiness level if already known.one of low · medium · high
revenueModelstring
How the business earns revenue, such as projects, retainers, subscriptions, services, or products.
riskConcernsstring
Concerns related to customer trust, brand reputation, legal exposure, sensitive data, or quality control.
riskLevelstring
Estimated risk level or uncertainty for the workflow.one of low · medium · high · unknown
targetCustomerstring
Primary customer segment or buyer the business serves.
teamSizestring
Approximate team size and key roles involved in the workflow.
timelinestring
Desired timeline for review, documentation, pilot, or implementation.

+3 more parameters. See the server's own documentation for the full schema.

export_intake_packetCreates a structured public-safe markdown and JSON intake packet with business context, findings, risks, recommended workflow, missing information, and confidence.22 params

Creates a structured public-safe markdown and JSON intake packet with business context, findings, risks, recommended workflow, missing information, and confidence.

Parameters* required
aiIdeastring
AI or automation idea the user is considering.
bottleneckSummaryobject
Structured bottleneck findings from a prior tool result.
businessContextobject
Structured business context from a prior tool result or user notes.
businessTypestring
Type of business, such as ecommerce, SaaS, consulting, agency, local service, or solo business.
constraintsarray
Known constraints such as budget, team capacity, tools, timeline, compliance needs, or data access.
currentGoalstring
Current business goal the user wants the review to support.
currentProblemstring
Main business or workflow problem the user wants to solve.
currentWorkflowstring
How the relevant workflow currently works, including manual steps, tools, handoffs, and review points.
goal90Daysstring
Desired business or workflow outcome over the next 90 days.
notesstring
Any additional context the user wants considered in the review.
offerstring
Core product, service, package, or outcome the business sells.
opportunitySummaryobject
Structured AI opportunity findings from a prior tool result.
preferredNextStepstring
Preferred next-step category or support style to include in the packet.
recommendedNextStepobject
Structured next-step recommendation from a prior tool result.
recommendedWorkflowobject
Structured first workflow recommendation from a prior tool result.
revenueModelstring
How the business earns revenue, such as projects, retainers, subscriptions, services, or products.
riskConcernsstring
Concerns related to customer trust, brand reputation, legal exposure, sensitive data, or quality control.
riskSummaryobject
Structured trust and control risk findings from a prior tool result.
targetCustomerstring
Primary customer segment or buyer the business serves.
teamSizestring
Approximate team size and key roles involved in the workflow.

+2 more parameters. See the server's own documentation for the full schema.

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Readme

AI Business System Advisor MCP

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Find the safest first AI workflow for your business.

AI Business System Advisor MCP helps founders, operators, consultants, and small teams review business workflows, AI opportunities, trust/control risks, and implementation readiness before building AI agents or automation.

It produces a public-safe mini review, recommends a practical first AI-human workflow, and exports a structured intake packet for deeper review or implementation planning.

This MCP is designed for business-system thinking, not generic chatbot recommendations or tool-first automation.

What It Does

  • Reviews business context, target customers, offers, workflows, and goals.
  • Identifies operational bottlenecks and customer journey friction.
  • Evaluates AI workflow ideas for value, readiness, and trust/control risk.
  • Recommends a narrow first AI-human workflow with review and escalation rules.
  • Generates mini reports and structured intake packets.

Who It Is For

View the full README on GitHub

Details

Repository
github.com/tenkai2018/ai-business-system-advisor-mcp
Category
Automation & Workflows
Package
ai-business-system-advisor-mcp
Transport
STDIO, HTTP
Registry
MCP registry, active
Resources
6
Prompts
4
Tools verified
Nov 6, 2026

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