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https://github.com/anthropics/claude-plugins-official.git
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feat: add claude-code-setup and claude-md-management plugins
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Isabella He
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# MCP Server Recommendations
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MCP (Model Context Protocol) servers extend Claude's capabilities by connecting to external tools and services.
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## Setup & Team Sharing
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**Connection methods:**
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1. **Project config** (`.mcp.json`) - Available only in that directory
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2. **Global config** (`~/.claude.json`) - Available across all projects
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3. **Checked-in `.mcp.json`** - Available to entire team (recommended!)
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**Tip**: Check `.mcp.json` into git so your whole team gets the same MCP servers.
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**Debugging**: Use `claude --mcp-debug` to identify configuration issues.
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## Documentation & Knowledge
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### context7
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**Best for**: Projects using popular libraries/SDKs where you want Claude to code with up-to-date documentation
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| Recommend When | Examples |
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|----------------|----------|
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| Using React, Vue, Angular | Frontend frameworks |
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| Using Express, FastAPI, Django | Backend frameworks |
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| Using Prisma, Drizzle | ORMs |
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| Using Stripe, Twilio, SendGrid | Third-party APIs |
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| Using AWS SDK, Google Cloud | Cloud SDKs |
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| Using LangChain, OpenAI SDK | AI/ML libraries |
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**Value**: Claude fetches live documentation instead of relying on training data, reducing hallucinated APIs and outdated patterns.
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---
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## Browser & Frontend
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### Playwright MCP
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**Best for**: Frontend projects needing browser automation, testing, or screenshots
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| Recommend When | Examples |
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|----------------|----------|
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| React/Vue/Angular app | UI component testing |
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| E2E tests needed | User flow validation |
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| Visual regression testing | Screenshot comparisons |
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| Debugging UI issues | See what user sees |
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| Form testing | Multi-step workflows |
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**Value**: Claude can interact with your running app, take screenshots, fill forms, and verify UI behavior.
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### Puppeteer MCP
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**Best for**: Headless browser automation, web scraping
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| Recommend When | Examples |
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|----------------|----------|
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| PDF generation from HTML | Report generation |
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| Web scraping tasks | Data extraction |
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| Headless testing | CI environments |
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---
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## Databases
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### Supabase MCP
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**Best for**: Projects using Supabase for backend/database
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| Recommend When | Examples |
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|----------------|----------|
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| Supabase project detected | `@supabase/supabase-js` in deps |
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| Auth + database needs | User management apps |
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| Real-time features | Live data sync |
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**Value**: Claude can query tables, manage auth, and interact with Supabase storage directly.
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### PostgreSQL MCP
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**Best for**: Direct PostgreSQL database access
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| Recommend When | Examples |
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|----------------|----------|
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| Raw PostgreSQL usage | No ORM layer |
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| Database migrations | Schema management |
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| Data analysis tasks | Complex queries |
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| Debugging data issues | Inspect actual data |
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### Neon MCP
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**Best for**: Neon serverless Postgres users
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### Turso MCP
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**Best for**: Turso/libSQL edge database users
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---
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## Version Control & DevOps
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### GitHub MCP
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**Best for**: GitHub-hosted repositories needing issue/PR integration
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| Recommend When | Examples |
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|----------------|----------|
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| GitHub repository | `.git` with GitHub remote |
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| Issue-driven development | Reference issues in commits |
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| PR workflows | Review, merge operations |
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| GitHub Actions | CI/CD pipeline access |
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| Release management | Tag and release automation |
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**Value**: Claude can create issues, review PRs, check workflow runs, and manage releases.
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### GitLab MCP
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**Best for**: GitLab-hosted repositories
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### Linear MCP
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**Best for**: Teams using Linear for issue tracking
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| Recommend When | Examples |
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|----------------|----------|
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| Linear workspace | Issue references like `ABC-123` |
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| Sprint planning | Backlog management |
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| Issue creation from code | Auto-create issues for TODOs |
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---
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## Cloud Infrastructure
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### AWS MCP
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**Best for**: AWS infrastructure management
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| Recommend When | Examples |
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|----------------|----------|
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| AWS SDK in dependencies | `@aws-sdk/*` packages |
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| Infrastructure as code | Terraform, CDK, SAM |
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| Lambda development | Serverless functions |
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| S3, DynamoDB usage | Cloud data services |
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### Cloudflare MCP
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**Best for**: Cloudflare Workers, Pages, R2, D1
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| Recommend When | Examples |
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|----------------|----------|
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| Cloudflare Workers | Edge functions |
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| Pages deployment | Static site hosting |
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| R2 storage | Object storage |
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| D1 database | Edge SQL database |
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### Vercel MCP
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**Best for**: Vercel deployment and configuration
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---
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## Monitoring & Observtic
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### Sentry MCP
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**Best for**: Error tracking and debugging
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| Recommend When | Examples |
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|----------------|----------|
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| Sentry configured | `@sentry/*` in deps |
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| Production debugging | Investigate errors |
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| Error patterns | Group similar issues |
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| Release tracking | Correlate deploys with errors |
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**Value**: Claude can investigate Sentry issues, find root causes, and suggest fixes.
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### Datadog MCP
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**Best for**: APM, logs, and metrics
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---
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## Communication
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### Slack MCP
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**Best for**: Slack workspace integration
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| Recommend When | Examples |
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|----------------|----------|
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| Team uses Slack | Send notifications |
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| Deployment notifications | Alert channels |
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| Incident response | Post updates |
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### Notion MCP
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**Best for**: Notion workspace for documentation
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| Recommend When | Examples |
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|----------------|----------|
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| Notion for docs | Read/update pages |
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| Knowledge base | Search documentation |
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| Meeting notes | Create summaries |
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---
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## File & Data
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### Filesystem MCP
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**Best for**: Enhanced file operations beyond built-in tools
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| Recommend When | Examples |
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|----------------|----------|
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| Complex file operations | Batch processing |
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| File watching | Monitor changes |
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| Advanced search | Custom patterns |
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### Memory MCP
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**Best for**: Persistent memory across sessions
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| Recommend When | Examples |
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|----------------|----------|
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| Long-running projects | Remember context |
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| User preferences | Store settings |
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| Learning patterns | Build knowledge |
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**Value**: Claude remembers project context, decisions, and patterns across conversations.
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---
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## Containers & DevOps
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### Docker MCP
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**Best for**: Container management
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| Recommend When | Examples |
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|----------------|----------|
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| Docker Compose file | Container orchestration |
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| Dockerfile present | Build images |
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| Container debugging | Inspect logs, exec |
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### Kubernetes MCP
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**Best for**: Kubernetes cluster management
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| Recommend When | Examples |
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|----------------|----------|
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| K8s manifests | Deploy, scale pods |
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| Helm charts | Package management |
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| Cluster debugging | Pod logs, status |
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---
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## AI & ML
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### Exa MCP
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**Best for**: Web search and research
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| Recommend When | Examples |
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|----------------|----------|
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| Research tasks | Find current info |
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| Competitive analysis | Market research |
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| Documentation gaps | Find examples |
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---
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## Quick Reference: Detection Patterns
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| Look For | Suggests MCP Server |
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|----------|-------------------|
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| Popular npm packages | context7 |
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| React/Vue/Next.js | Playwright MCP |
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| `@supabase/supabase-js` | Supabase MCP |
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| `pg` or `postgres` | PostgreSQL MCP |
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| GitHub remote | GitHub MCP |
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| `.linear` or Linear refs | Linear MCP |
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| `@aws-sdk/*` | AWS MCP |
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| `@sentry/*` | Sentry MCP |
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| `docker-compose.yml` | Docker MCP |
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| Slack webhook URLs | Slack MCP |
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| `@anthropic-ai/sdk` | context7 for Anthropic docs |
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