Agent Multi-MCP Workflow & Prompt Library
Combine multiple Model Context Protocol (MCP) servers into powerful multi-tool agent workflows. Get copyable system prompts and combined configuration JSONs for your favorite AI client.
Full-Stack Web Developer Agent
An end-to-end agent workflow for building, testing, and debugging full-stack web applications with direct database access, GitHub repository control, and live browser verification.
PostgreSQL MCPGit MCPFetch & Scrape MCPView workflow & promptsAll workflows
- Code Review & Security2 MCPs
GitHub Pull Request Review Agent
GitHub MCP + Context7 Docs
A read-only reviewer that pulls a PR diff, its linked issue and CI status from GitHub, checks library usage against current docs with Context7, and returns prioritized, line-referenced review comments.
View workflow - Software Engineering3 MCPs
Production Error Triage Agent
Sentry + GitHub + Linear
Turn a noisy Sentry inbox into ranked, deduplicated Linear issues: the agent reads stack traces and breadcrumbs, maps frames to the code on GitHub, proposes a root cause and fix, and files a ticket only after you confirm.
View workflow - Software Engineering3 MCPs
CI Failure Debugger
GitHub Actions + Git + Filesystem
Diagnose a red GitHub Actions run: the agent reads the failing job logs, separates flaky failures from real ones, finds the commit that broke the build, and proposes the smallest local fix for you to review.
View workflow - Code Review & Security3 MCPs
Security Code Review Agent
Snyk + GitHub Security + Filesystem
A security-focused reviewer that runs Snyk code, dependency and secret scans on your working tree, cross-checks GitHub code scanning and Dependabot alerts, and triages findings into real risks versus noise with concrete fixes.
View workflow - Testing & Frontend2 MCPs
Browser E2E Test Author
Playwright MCP + Filesystem
Explore a user flow in a real browser with Playwright MCP, record what actually happens, then write a stable Playwright test with role-based locators and real assertions, and run it until it passes for the right reason.
View workflow - Testing & Frontend2 MCPs
Figma Design-to-Code Agent
Figma MCP + Playwright Visual Check
Implement a Figma frame in your existing component library and design tokens, then open the result in a real browser and compare it against the design screenshot before calling it done.
View workflow - Testing & Frontend2 MCPs
Web Performance & Core Web Vitals Auditor
Chrome DevTools MCP + Filesystem
Record real Chrome performance traces of your key pages, find what is slowing LCP, INP and CLS, trace each problem to the code responsible, and get a ranked list of fixes with before/after measurements.
View workflow - Databases2 MCPs
Supabase Schema & Migration Assistant
Supabase MCP (read-only) + Git
Design a schema change against your real Supabase tables, write a reversible SQL migration with row level security policies, check it against Supabase advisors, and commit it through your normal migration flow.
View workflow - Databases2 MCPs
Postgres Query Performance Tuner
Postgres MCP Pro + Filesystem
Find the slowest queries in a Postgres database, read their execution plans, simulate candidate indexes, and trace each query back to the ORM code that issues it — all under a restricted, read-only connection.
View workflow - Data Science & Analytics2 MCPs
Data Pipeline (dbt) Debugger
dbt MCP + GitHub
Figure out why a dbt job failed or a dashboard number changed: the agent reads lineage, model health and failed run errors, inspects the SQL and recent commits, and proposes a fix plus a test that would have caught it.
View workflow - Data Science & Analytics2 MCPs
Weekly Product Analytics Report
PostHog + Google Sheets / Drive
Generate a consistent weekly product report: the agent pulls activation, retention and funnel numbers from PostHog, explains notable changes with evidence, and writes the table into a Google Sheet your team already uses.
View workflow - Cloud & Infrastructure3 MCPs
Incident Response Commander
PagerDuty + Grafana + Slack
Speed up the first 30 minutes of an incident: the agent reads the PagerDuty incident, pulls the related Grafana metrics and Loki logs, builds a timeline, and drafts status updates for Slack — without changing anything in production.
View workflow - Cloud & Infrastructure2 MCPs
Kubernetes Troubleshooting Agent
Kubernetes MCP + Grafana
Diagnose CrashLoopBackOff, pending pods, OOMKills and failing rollouts: the agent reads pods, events and logs from your cluster, correlates them with Grafana metrics, and proposes a fix you apply yourself.
View workflow - Cloud & Infrastructure2 MCPs
Terraform Change Reviewer
Terraform MCP + GitHub
Review an infrastructure pull request before it is applied: the agent checks resources and arguments against current Terraform Registry provider docs, flags destructive or risky changes, and suggests safer patterns.
View workflow - Research & Knowledge Management3 MCPs
Competitor & Market Research Agent
Brave Search + Firecrawl + Filesystem
Build a cited competitor brief: the agent searches the web, scrapes pricing, feature and changelog pages into clean markdown, compares them in a consistent table, and saves the report with every claim linked to its source.
View workflow - Research & Knowledge Management2 MCPs
Team Knowledge Base Q&A
Atlassian (Confluence + Jira) + Slack
Answer internal questions from your team’s own sources: the agent searches Confluence pages, Jira issues and Slack threads, reconciles conflicting answers by recency, and replies with links instead of guesses.
View workflow - Marketing & SEO3 MCPs
Technical SEO Site Audit
Firecrawl + Chrome DevTools + Search Console
Crawl a site’s key templates, check titles, canonicals, structured data, internal links and rendering, compare them with Search Console indexing data, and get a prioritized fix list tied to real traffic.
View workflow - Marketing & SEO3 MCPs
SEO Content Refresh Planner
Search Console + Brave Search + Firecrawl
Find pages that are losing clicks, see what currently ranks for their queries, and get a specific refresh brief for each page — grounded in your Search Console data, not generic SEO advice.
View workflow - Productivity & Operations2 MCPs
Release Notes & Changelog Writer
GitHub + Linear
Turn merged pull requests and completed Linear issues into release notes people actually read: grouped by user impact, written in plain language, with breaking changes and migration steps called out first.
View workflow - Productivity & Operations2 MCPs
Stripe Revenue & Billing Health Report
Stripe + Google Sheets / Drive
A read-only monthly finance check: the agent summarizes new, upgraded and canceled subscriptions, failed payments, refunds and disputes from Stripe, writes the numbers to a Google Sheet, and lists accounts that need follow-up.
View workflow - Research & Knowledge Management2 MCPs
Automated Research & Knowledge Agent
Memory + Web Search/Fetch + Obsidian Note Storage
A continuous research assistant that searches the web, synthesizes technical topics, stores persistent notes, and remembers user preferences across sessions.
View workflow - Cloud & Infrastructure2 MCPs
DevOps & Cloud Infrastructure Engineer
Cloudflare + Git + Docker/CLI
An autonomous cloud engineering workflow for inspecting Workers, managing DNS records, verifying deployments, and troubleshooting build logs.
View workflow - Data Science & Analytics1 MCPs
Data Analyst & SQL Scientist Agent
SQLite / Postgres + Data Science & Visualization
An AI data analyst capable of writing complex SQL queries, building analytical data pipelines, and outputting charts.
View workflow - Productivity & Operations1 MCPs
Product & Operations Coordinator
Slack / Discord + Linear / Jira + Customer Support
An operational agent that coordinates bug reports, user feedback, and issue tracking across team communication and project management tools.
View workflow