MCPs by Use Case
10 persona-driven MCP stacks. Pick the one that matches your role — each page lists the right MCPs, recipes, and a real-world workflow. Stop guessing, start shipping.
MCPs for SaaS Founders
A technical founder (0–10 employees) building a B2B SaaS who ships code, handles billing, writes marketing, and answers support — all in the same day.
MCPs for Solopreneurs & Indie Hackers
An indie hacker with a Twitter audience, a newsletter, 1–3 shipped products, and zero employees. Ships daily, markets constantly, avoids meetings.
MCPs for AI Agent Developers
A developer building AI agents, chatbots, or autonomous workflows. Needs search, scraping, vector storage, and LLM orchestration — all as tools the agent can call.
MCPs for DevOps Engineers
A DevOps / SRE / platform engineer running Kubernetes, CI/CD, observability, and on-call rotations. Lives in a terminal.
MCPs for Data Engineers
A data engineer building pipelines across Postgres, a warehouse (ClickHouse/Snowflake/BigQuery), and object storage. Owns dbt, Airflow, and the BI layer.
MCPs for Dev Agencies
A dev agency (3–30 people) running 5–15 concurrent client projects. Needs clean separation of client work, fast onboarding, and consistent quality across juniors and seniors.
MCPs for E-commerce Teams
An e-commerce founder or ops person running a Shopify store ($100K–$50M revenue), managing paid ads, email marketing, and customer support every day.
MCPs for Content Creators & Newsletters
A content creator running a newsletter (1K–500K subscribers), a YouTube channel, or a podcast. Writes, edits, and publishes 1–5 pieces per week.
MCPs for CTOs & Tech Leads
A CTO or tech lead (10–200 engineers) responsible for engineering metrics, architecture, reliability, and team throughput. Codes occasionally, reviews constantly.
MCPs for AI Researchers
A research scientist, PhD student, or applied ML engineer reading 5–20 papers a week, running experiments, and publishing insights.
Not sure which stack fits?
Browse the directory to explore individual MCPs, or check stacks for pre-curated bundles.