Data pipelines, reporting, CRM, finance and monitoring — the business back office.
Read and write Airtable bases from Claude: records, tables, and schemas via MCP.
Half of ops runs on Airtable bases nobody admits to. Now the agent can update them too.
claude mcp add airtable -e AIRTABLE_API_KEY=key -- npx -y airtable-mcp-serverAWS Labs' suite of specialized MCP servers covering documentation, CDK, cost analysis, and core AWS services.
9.7k stars, one server per AWS service. Cherry-pick the two you need; installing all of them is a cry for help.
claude mcp add aws-docs -- uvx awslabs.aws-documentation-mcp-server@latest (one server per service; see repo)Official dbt Labs MCP server giving agents access to dbt project context, models, and the semantic layer.
The semantic layer is the point: metrics defined once, queried in English. Data pipeline ops grow up.
claude mcp add dbt -- uvx dbt-mcp (standard uvx pattern; see README for env config)Reference MCP server for secure, scoped filesystem access: read, write, and search files.
The reference server most others copy. Scoped paths beat blanket disk access.
claude mcp add filesystem -- npx -y @modelcontextprotocol/server-filesystem ~/allowedPagerDuty's MCP server for incidents, services, and schedules. Local repo archived in favor of their hosted remote server.
Incident triage while your hands stay on the fix. Note the migration to the hosted server — the pattern of 2026.
uvx pagerduty-mcp (set PAGERDUTY_USER_API_KEY; PagerDuty now recommends their hosted remote MCP)Official PostHog MCP: product analytics, feature flags, and insights from Claude. Now maintained in the PostHog monorepo.
The wizard does the setup for you — a small courtesy most MCP servers still haven't learned.
npx @posthog/wizard@latest mcp addShopify's official agent toolkit: docs, API schemas, validation, and store management as a Claude Code plugin.
Shopify shipped its whole agent stack under one roof. E-commerce ops teams should not overthink this one.
claude plugin install shopify-ai-toolkit@claude-plugins-officialStripe's official MCP server for payments data: customers, invoices, subscriptions, and docs search from Claude.
Revenue questions answered without opening the dashboard. The reference example of a hosted MCP done right.
claude mcp add --transport http stripe https://mcp.stripe.com