Use Case 1: AI-Powered Code Assistant
Scenario: A developer wants Claude to review code, run tests, and suggest improvements — all within Claude Desktop.
🔧 Tools
run_test, run_linter, execute_code
📚 Resources
File system access, project structure, dependencies list
💬 Prompts
code_review, write_test, refactor_for_performance
Claude can now read code, suggest changes, run tests to validate, and iterate — all without switching windows.
Use Case 2: Research and Data Analysis Agent
Scenario: An analyst wants Claude to research a topic, fetch data from multiple sources, and generate a summary report.
🔧 Tools
search_web, fetch_url, query_database, generate_chart
📚 Resources
Database schemas, historical data, research templates
💬 Prompts
research_topic, synthesize_findings, create_summary
Claude becomes a research assistant that can autonomously gather, analyse, and summarise data.
Use Case 3: Customer Support Agent
Scenario: A support team wants to give Claude access to customer tickets, CRM, and knowledge base to handle support requests.
🔧 Tools
read_ticket, update_ticket, send_message, create_follow_up
📚 Resources
Knowledge base articles, customer history, FAQs, SLA policies
💬 Prompts
classify_issue, draft_response, escalation_decision
Claude can understand customer issues, search the knowledge base, draft responses, and escalate when needed.
Use Case 4: DevOps and Infrastructure Automation
Scenario: An ops engineer wants Claude to monitor systems, debug issues, and execute deployment commands.
🔧 Tools
run_kubectl, check_logs, restart_service, deploy_app, query_prometheus
📚 Resources
System metrics, runbooks, incident response guides, deployment procedures
💬 Prompts
diagnose_outage, plan_rollback, generate_status_report
Claude becomes an ops assistant that can diagnose problems, suggest fixes, and even execute commands safely.
Use Case 5: Content Creator and Editor
Scenario: A writer wants Claude to access their notes, research materials, and draft articles — with grammar checking and fact-checking.
🔧 Tools
save_draft, publish_article, check_sources, generate_outline
📚 Resources
Article drafts, research notes, brand guidelines, publication standards
💬 Prompts
edit_for_clarity, check_grammar, align_with_brand_voice
Claude can draft, edit, fact-check, and iterate on articles while staying within the writer's style and brand guidelines.
Quick summary
- Each use case combines Tools (actions), Resources (data), and Prompts (workflows)
- MCP enables Claude to become a domain-specific assistant in any field
- Start with one use case, then expand by adding more servers and tools
- Next: wrapping up and what to learn next