Use cases

MCP deployments, shipped in minutes not days

From fintech support copilots to AI-powered documentation search, see how MCPner delivered secure Model Context Protocol servers with website crawlers, vector search, and governed tokens.

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Use cases

Each story details the challenge, MCPner configuration, and measurable outcomes.

Financial Services

Fintech support copilot with compliance-grade audit trails

A regulated fintech launched a Claude MCP agent that resolves support tickets using live banking data and policy PDFs with complete compliance transparency.

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Key metrics

  • • 43% faster ticket resolution time
  • • 100% of MCP calls logged with policy citations
  • • Sub-10-second redeploys during schema changes
  • • Zero security incidents in first 6 months
Retail & Ecommerce

Ecommerce AI assistant with real-time inventory

A DTC marketplace deployed a ChatGPT MCP assistant that answers product questions, checks live Shopify inventory, and surfaces personalized offers.

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Key metrics

  • • 18% lift in assisted conversion rate
  • • Zero pricing misquotes after guardrails deployed
  • • 3 new marketing campaigns shipped in first week
  • • 60% reduction in engineering time for CRM updates
EdTech

AI tutor with per-cohort access control

An online university deployed an AI tutor that cites course PDFs, syllabi, and LMS gradebook data via Claude MCP while enforcing student privacy.

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Key metrics

  • • 22% increase in student satisfaction scores
  • • Over 4,000 course files indexed with granular access
  • • Single-click rollout to 12 new cohorts
  • • 80% reduction in support tickets
Enterprise Software

Salesforce Agentforce: 70% autonomous case resolution

A global enterprise deployed Salesforce Agentforce with 35+ partner MCP servers from AgentExchange, achieving 70% autonomous resolution of customer cases.

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Key metrics

  • • 70% autonomous case resolution rate
  • • 45min to 5min average case handling time
  • • 35+ partner MCP servers integrated
  • • 12 new agent workflows shipped by admins
Digital Agency

From Figma design to live web app in 10 minutes

A design-led agency automated their entire web app deployment pipeline using AI agents orchestrating Figma, GitHub, Docker, and Puppeteer MCP servers.

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Key metrics

  • • 2-3 days to 10 minutes deployment time
  • • 100% design fidelity on standard UI components
  • • 5x increase in client projects handled
  • • Zero developer hours for routine design-to-code
Academic Publishing

Verifiable AI research assistant with zero hallucinations

A major academic publisher launched an AI research assistant for students that cites authoritative journal articles with 100% accuracy.

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Key metrics

  • • 100% citation accuracy on indexed scholarly content
  • • 40% reduction in student research time
  • • Zero hallucination incidents across 50,000+ queries
  • • 12 university campus-wide deployments

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