AI Business System Advisor

io.github.tenkai2018/ai-business-system-advisor-mcp

Find the safest first AI workflow before investing in AI agents or automation.

healthy

status

tools exposed

379ms

connect latency

9018a18eb2af

schema fingerprint

Tools (9)

analyze_business_context

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

map_customer_touchpoints

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

identify_bottlenecks

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

evaluate_ai_opportunities

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

assess_trust_control_risks

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

recommend_first_workflow

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

generate_mini_report

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

recommend_next_step

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

export_intake_packet

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

Endpoint

https://mcp.prodxsolution.com/ai-business-system-advisor/mcp
Category: Dev & Git · Last checked: 2026-08-15T10:13:56Z

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What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.