feat: Integrate MCP servers for enhanced capabilities

This commit is contained in:
duthaho
2025-12-06 18:11:48 +07:00
parent 3c224790f9
commit 0ff5ae4082
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@@ -34,8 +34,8 @@ Claude Kit transforms Claude Code into a production-ready AI development team. P
<Card title="34+ Skills" icon="puzzle">
Pre-built knowledge for Python, TypeScript, React, FastAPI, testing, security, and more.
</Card>
<Card title="100% Free" icon="heart">
Open source, MIT licensed. No subscriptions, no limits. Your kit, your rules.
<Card title="5 MCP Servers" icon="rocket">
Real-time docs, persistent memory, browser testing, and more via Model Context Protocol.
</Card>
</CardGrid>
@@ -149,14 +149,14 @@ Claude Kit provides the structure, patterns, and automation that makes Claude Co
description="Complete documentation for all 27+ commands"
href="/claudekit/commands/overview/"
/>
<LinkCard
title="MCP Integrations"
description="Extend Claude Kit with real-time docs, memory, and browser testing"
href="/claudekit/mcp/overview/"
/>
<LinkCard
title="Customization"
description="Create your own commands, modes, and skills"
href="/claudekit/customization/overview/"
/>
<LinkCard
title="GitHub Repository"
description="Star, fork, contribute"
href="https://github.com/duthaho/claudekit"
/>
</CardGrid>
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---
title: Context7
description: Real-time library documentation lookup with Context7 MCP server.
---
# Context7
Context7 provides up-to-date documentation for libraries and frameworks, ensuring Claude has accurate API references instead of outdated training data.
## Configuration
```json
{
"mcpServers": {
"context7": {
"command": "npx",
"args": ["-y", "@upstash/context7-mcp"]
}
}
}
```
## Available Tools
### resolve-library-id
Finds the Context7-compatible library ID for documentation lookup.
**Parameters:**
- `libraryName` — Library name to search for
**Example:**
```
resolve-library-id("react")
→ Returns: "/facebook/react"
```
### get-library-docs
Fetches documentation for a specific library.
**Parameters:**
- `context7CompatibleLibraryID` — Library ID from resolve-library-id
- `topic` (optional) — Focus area (e.g., "hooks", "routing")
- `mode``code` for API references, `info` for concepts
- `page` — Pagination (1-10)
**Example:**
```
get-library-docs("/facebook/react", topic="hooks", mode="code")
→ Returns: Current React hooks documentation with examples
```
## Use Cases
### Research Libraries
```
/research Next.js App Router
```
Context7 fetches current Next.js documentation for accurate analysis.
### Feature Development
```
/feature Add authentication with NextAuth
```
Context7 provides current NextAuth API for correct implementation.
### Debugging Library Issues
```
/fix "useEffect cleanup not working"
```
Context7 retrieves correct useEffect patterns from React docs.
## Command Integration
| Command | How Context7 Helps |
|---------|-------------------|
| `/feature` | Accurate library APIs for implementation |
| `/research` | Current documentation for analysis |
| `/fix` | Correct patterns for debugging library issues |
| `/plan` | Accurate estimates based on real API complexity |
## Best Practices
### Specify Topics
For focused results, use the `topic` parameter:
```
get-library-docs("/vercel/next.js", topic="app-router")
```
### Use Correct Mode
- `mode="code"` — API references, code examples
- `mode="info"` — Conceptual guides, architecture
### Handle Pagination
If context is insufficient, try additional pages:
```
get-library-docs(..., page=2)
```
## Troubleshooting
### Library Not Found
If `resolve-library-id` returns no results:
- Check spelling
- Try alternative names (e.g., "nextjs" vs "next.js")
- Some libraries may not be indexed
### Outdated Results
Context7 indexes popular libraries. Less common libraries may have delayed updates.
## Resources
- [Context7 Documentation](https://context7.com)
- [Upstash Context7 MCP](https://github.com/upstash/context7-mcp)
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---
title: Filesystem
description: Secure file operations with access controls.
---
# Filesystem
Filesystem MCP enables secure file operations with configurable access boundaries. It complements Claude Code's built-in file handling with additional capabilities.
## Configuration
```json
{
"mcpServers": {
"filesystem": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-filesystem", "."]
}
}
}
```
The last argument (`.`) specifies the allowed directory. Claude can only access files within this directory.
### Access Control Examples
```json
// Allow entire project
"args": ["-y", "@modelcontextprotocol/server-filesystem", "."]
// Allow only src directory
"args": ["-y", "@modelcontextprotocol/server-filesystem", "./src"]
// Allow multiple directories
"args": ["-y", "@modelcontextprotocol/server-filesystem", "./src", "./tests"]
```
## Available Tools
### Reading
| Tool | Description |
|------|-------------|
| `read_file` | Read file contents |
| `read_multiple_files` | Read multiple files at once |
| `get_file_info` | Get file metadata (size, modified, etc.) |
### Writing
| Tool | Description |
|------|-------------|
| `write_file` | Write content to file |
| `edit_file` | Make targeted edits to file |
### Directory Operations
| Tool | Description |
|------|-------------|
| `list_directory` | List directory contents |
| `directory_tree` | Get full directory tree |
| `create_directory` | Create new directory |
### File Management
| Tool | Description |
|------|-------------|
| `move_file` | Move or rename files |
| `search_files` | Search for files by pattern |
## Use Cases
### Project Indexing
```
/index
```
Filesystem:
1. Uses `directory_tree` to scan project
2. Uses `list_directory` for detailed info
3. Uses `get_file_info` for file metadata
### Bulk Operations
```
/refactor Move utilities to shared folder
```
Filesystem:
1. Uses `search_files` to find utility files
2. Uses `move_file` to relocate them
3. Uses `read_file` to update imports
### Test File Management
```
/test Generate tests for auth service
```
Filesystem:
1. Uses `directory_tree` to find test directories
2. Uses `search_files` to find existing tests
3. Uses `write_file` to create new test files
## Command Integration
| Command | How Filesystem Helps |
|---------|---------------------|
| `/index` | Scans project structure |
| `/feature` | Creates new files in correct locations |
| `/test` | Manages test file creation |
| `/refactor` | Moves and reorganizes files |
## Example Workflow
### Scanning Project
```javascript
// Get project structure
directory_tree(".")
Returns hierarchical view of all files
// Get specific directory contents
list_directory("./src/services")
Returns files with metadata
// Search for patterns
search_files("*.test.ts")
Returns all test files
```
### File Operations
```javascript
// Read file
read_file("./src/auth/service.ts")
Returns file contents
// Write new file
write_file("./src/auth/types.ts", "export interface User {...}")
Creates new file
// Move file
move_file("./src/utils/helper.ts", "./src/shared/helper.ts")
Relocates file
```
## Security
### Access Boundaries
Filesystem respects the configured directory boundaries:
- Cannot read files outside allowed directories
- Cannot write to system directories
- Cannot access parent directories with `../`
### Best Practices
1. **Limit scope** — Only allow directories needed for the task
2. **Use project root**`.` is usually sufficient
3. **Avoid sensitive paths** — Don't allow access to credentials or secrets
## Comparison with Built-in Tools
| Feature | Built-in | Filesystem MCP |
|---------|----------|----------------|
| Read files | ✓ | ✓ |
| Write files | ✓ | ✓ |
| Directory tree | Limited | Full tree view |
| File search | Via Glob | Pattern search |
| Bulk operations | Sequential | Batch capable |
| Access control | Permission-based | Directory-based |
## Troubleshooting
### Permission Denied
If operations fail:
1. Check allowed directory in configuration
2. Verify file permissions
3. Ensure path is within allowed scope
### File Not Found
If search returns empty:
1. Verify file exists
2. Check file extension in pattern
3. Confirm path is relative to allowed directory
### Path Issues
Always use forward slashes and relative paths:
- "./src/file.ts" not ".\src\file.ts"
- Avoid absolute paths
## Resources
- [MCP Filesystem Server](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem)
- [File System Security Best Practices](https://owasp.org/www-community/vulnerabilities/Path_Traversal)
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---
title: Command Integration
description: How MCP servers enhance Claude Kit commands and modes.
---
# Command Integration
MCP servers are automatically used by Claude Kit commands and modes. This guide shows which servers enhance each command and how they work together.
## Commands + MCP Servers
### Development Commands
| Command | MCP Servers | Enhancement |
|---------|-------------|-------------|
| `/feature` | Context7, Sequential, Memory, Filesystem, Playwright | Full development workflow with docs, planning, persistence |
| `/fix` | Sequential, Memory, Playwright, Context7, Filesystem | Systematic debugging with browser testing |
| `/test` | Playwright, Filesystem, Context7, Memory | E2E tests, file management, testing patterns |
| `/review` | Playwright, Memory, Sequential, Filesystem | Visual review, consistent standards |
### Planning Commands
| Command | MCP Servers | Enhancement |
|---------|-------------|-------------|
| `/plan` | Sequential, Memory, Context7, Filesystem | Structured breakdown, persistent decisions |
| `/brainstorm` | Sequential, Memory, Context7 | Organized exploration, design persistence |
| `/research` | Context7, Sequential, Memory | Real-time docs, thorough analysis |
### Utility Commands
| Command | MCP Servers | Enhancement |
|---------|-------------|-------------|
| `/index` | Filesystem, Memory | Project scanning, structure persistence |
## Modes + MCP Servers
| Mode | Primary MCP | Best For |
|------|-------------|----------|
| **brainstorm** | Sequential + Memory | Design sessions with persistent ideas |
| **deep-research** | Sequential + Context7 | Thorough technical investigation |
| **implementation** | Filesystem + Context7 | Focused coding with accurate docs |
| **review** | Playwright + Memory | UI review with consistent standards |
| **orchestration** | All 5 | Complex multi-step parallel work |
## Example Workflows
### Full Feature Development
```bash
/feature Add user profile with avatar upload
```
**MCP Flow:**
1. **Context7** — Fetches React file upload documentation
2. **Sequential** — Plans component structure step-by-step
3. **Memory** — Recalls UI patterns from previous features
4. **Filesystem** — Creates files in correct locations
5. **Playwright** — Tests upload flow in browser
### Complex Debugging
```bash
/fix Authentication fails intermittently on mobile
```
**MCP Flow:**
1. **Memory** — Recalls auth architecture from previous sessions
2. **Sequential** — Analyzes race conditions systematically
3. **Playwright** — Tests on mobile device emulation
4. **Context7** — Checks session handling best practices
### Research & Planning
```bash
/research --mode=deep-research JWT vs Session authentication
```
**MCP Flow:**
1. **Sequential** — Structures comparison step-by-step
2. **Context7** — Fetches current JWT and session library docs
3. **Memory** — Stores findings for future reference
### Project Indexing
```bash
/index
```
**MCP Flow:**
1. **Filesystem** — Scans project with `directory_tree`
2. **Memory** — Stores structure as knowledge graph
## Server Synergy
### Context7 + Memory
**Pattern:** Research → Store → Recall
```
Session 1: /research React Server Components
→ Context7 fetches RSC documentation
→ Memory stores key patterns
Session 2: /feature Add data fetching
→ Memory recalls RSC patterns
→ Implementation uses correct approach
```
### Sequential + Memory
**Pattern:** Analyze → Decide → Remember
```
/brainstorm Database migration strategy
→ Sequential explores options step-by-step
→ Memory stores final decision
→ Future sessions recall the decision
```
### Playwright + Context7
**Pattern:** Test → Verify → Document
```
/test E2E checkout flow
→ Playwright automates browser testing
→ Context7 provides testing library docs
→ Tests use correct assertions
```
### Filesystem + Memory
**Pattern:** Scan → Store → Navigate
```
/index
→ Filesystem scans project structure
→ Memory creates project knowledge graph
→ Future commands know where files are
```
## Configuration Tips
### Platform Note
Configuration differs by platform:
- **Linux/macOS**: Use `"command": "npx"` directly
- **Windows**: Use `"command": "cmd"` with `"/c", "npx"` in args
Examples below show Linux/macOS syntax. For Windows, see [MCP Overview](/claudekit/mcp/overview/).
### Minimal Setup
For basic usage, Context7 and Sequential are most impactful:
```json
{
"mcpServers": {
"context7": {
"command": "npx",
"args": ["-y", "@upstash/context7-mcp"]
},
"sequential": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-sequential-thinking"]
}
}
}
```
### Full Setup
For complete Claude Kit integration, use all 5 servers:
```json
{
"mcpServers": {
"context7": {
"command": "npx",
"args": ["-y", "@upstash/context7-mcp"]
},
"sequential": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-sequential-thinking"]
},
"playwright": {
"command": "npx",
"args": ["-y", "@playwright/mcp"]
},
"memory": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-memory"]
},
"filesystem": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-filesystem", "."]
}
}
}
```
## Performance Notes
### First Run
First run downloads npm packages (one-time). Subsequent starts are faster.
### Startup Order
Servers start in parallel. All should be ready within seconds.
### Resource Usage
Each server runs as a separate process. Total overhead is minimal but consider disabling unused servers for resource-constrained environments.
## Next Steps
- [MCP Overview](/claudekit/mcp/overview/) — Setup and configuration
- [Commands Overview](/claudekit/commands/overview/) — All available commands
- [Modes Overview](/claudekit/modes/overview/) — Behavioral modes
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---
title: Memory
description: Persistent knowledge graph for context across sessions.
---
# Memory
Memory MCP maintains a persistent knowledge graph across sessions, enabling Claude to remember decisions, patterns, and preferences over time.
## Configuration
```json
{
"mcpServers": {
"memory": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-memory"]
}
}
}
```
## Core Concepts
### Entities
Named items in the knowledge graph (e.g., "AuthService", "UserModel").
### Observations
Facts about entities (e.g., "uses JWT tokens", "requires database").
### Relations
Connections between entities (e.g., "AuthService" → "uses" → "UserRepository").
## Available Tools
### Entity Management
| Tool | Description |
|------|-------------|
| `create_entities` | Create new entities |
| `delete_entities` | Remove entities |
| `open_nodes` | Open specific entities by name |
| `search_nodes` | Search for entities |
### Observations
| Tool | Description |
|------|-------------|
| `add_observations` | Add facts to entities |
| `delete_observations` | Remove observations |
### Relations
| Tool | Description |
|------|-------------|
| `create_relations` | Link entities together |
| `delete_relations` | Remove links |
### Graph Operations
| Tool | Description |
|------|-------------|
| `read_graph` | Read entire knowledge graph |
## Use Cases
### Project Architecture
```
/index
```
Memory stores:
- Entity: "src/api" — "Contains REST endpoints"
- Entity: "src/services" — "Business logic layer"
- Relation: "api" → "depends on" → "services"
### Design Decisions
```
/brainstorm Authentication strategy
```
Memory stores:
- Entity: "AuthDecision"
- Observation: "Chose JWT over sessions for scalability"
- Observation: "User prefers stateless auth"
### Bug Patterns
```
/fix Race condition in checkout
```
Memory stores:
- Entity: "CheckoutBug"
- Observation: "Caused by async state update"
- Observation: "Fixed with mutex lock"
## Command Integration
| Command | How Memory Helps |
|---------|-----------------|
| `/brainstorm` | Remembers design decisions |
| `/plan` | Recalls previous task patterns |
| `/fix` | Stores bug patterns for future reference |
| `/index` | Persists project structure |
## Example Workflow
### Storing Design Decisions
**Session 1:**
```
/brainstorm Authentication for mobile app
→ Decision: Use OAuth with refresh tokens
→ Memory stores this decision
```
**Session 2:**
```
/feature Add logout functionality
→ Memory recalls: "Uses OAuth with refresh tokens"
→ Claude knows to invalidate refresh token
```
### Building Project Knowledge
**Over time:**
```
create_entities(["AuthService", "UserRepository", "TokenManager"])
add_observations("AuthService", [
"Handles OAuth flow",
"Uses refresh tokens",
"Integrates with Google/GitHub"
])
create_relations([
{"from": "AuthService", "to": "TokenManager", "type": "uses"},
{"from": "AuthService", "to": "UserRepository", "type": "queries"}
])
```
**Later query:**
```
search_nodes("auth")
→ Returns full context about authentication architecture
```
## Best Practices
### Use Descriptive Names
Entity names should be clear and consistent:
- "AuthService" not "AS"
- "PaymentFlow" not "pmt"
### Add Context to Observations
Include why, not just what:
- "Uses JWT because stateless scales better"
- "Chose Postgres for ACID compliance"
### Create Meaningful Relations
Relations should express real dependencies:
- "depends on", "uses", "calls", "creates"
### Review Regularly
Use `read_graph` periodically to review stored knowledge and prune outdated information.
## Data Persistence
Memory data is stored locally and persists between sessions. The knowledge graph grows over time as you work with Claude Kit.
## Troubleshooting
### Graph Getting Large
If the graph becomes unwieldy:
1. Use `search_nodes` to find specific entities
2. Delete outdated entities with `delete_entities`
3. Remove stale observations
### Missing Context
If Claude doesn't recall something:
- Check if entity exists with `search_nodes`
- Observations may not have been stored
- Entity names may differ
## Resources
- [MCP Memory Server](https://github.com/modelcontextprotocol/servers/tree/main/src/memory)
- [Knowledge Graph Concepts](https://en.wikipedia.org/wiki/Knowledge_graph)
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---
title: MCP Integrations
description: Extend Claude Kit with Model Context Protocol servers for enhanced capabilities.
---
# MCP Integrations
Model Context Protocol (MCP) servers extend Claude Kit with powerful capabilities like real-time documentation, persistent memory, and browser automation.
## What is MCP?
MCP (Model Context Protocol) is an open standard that allows AI assistants to connect with external tools and data sources. Claude Kit includes pre-configured MCP servers that enhance your development workflow.
## Available Servers
| Server | Package | Purpose |
|--------|---------|---------|
| **Context7** | `@upstash/context7-mcp` | Real-time library documentation |
| **Sequential** | `@modelcontextprotocol/server-sequential-thinking` | Structured problem-solving |
| **Playwright** | `@playwright/mcp` | Browser automation |
| **Memory** | `@modelcontextprotocol/server-memory` | Persistent knowledge graph |
| **Filesystem** | `@modelcontextprotocol/server-filesystem` | Secure file operations |
## Quick Setup
### 1. Create Configuration
Create a `.mcp.json` file in your project root. Choose your platform:
#### Linux / macOS
```json
{
"mcpServers": {
"context7": {
"command": "npx",
"args": ["-y", "@upstash/context7-mcp"]
},
"sequential": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-sequential-thinking"]
},
"playwright": {
"command": "npx",
"args": ["-y", "@playwright/mcp"]
},
"memory": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-memory"]
},
"filesystem": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-filesystem", "."]
}
}
}
```
#### Windows
Windows requires the `cmd /c` wrapper:
```json
{
"mcpServers": {
"context7": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@upstash/context7-mcp"]
},
"sequential": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@modelcontextprotocol/server-sequential-thinking"]
},
"playwright": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@playwright/mcp"]
},
"memory": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@modelcontextprotocol/server-memory"]
},
"filesystem": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@modelcontextprotocol/server-filesystem", "."]
}
}
}
```
### 2. Prerequisites
- Node.js 18+
- npx available in PATH
### 3. Verify Installation
Start a new Claude Code session. MCP servers will load automatically. Test with:
```
Ask Claude about React hooks using Context7
```
## Benefits
### Real-Time Documentation
Context7 fetches current library documentation, eliminating outdated API references from training data.
### Structured Reasoning
Sequential Thinking enables step-by-step analysis with confidence tracking for complex debugging and planning.
### Browser Testing
Playwright provides cross-browser automation for E2E testing without separate test infrastructure.
### Persistent Context
Memory server maintains knowledge across sessions, remembering your patterns and preferences.
### Safe File Operations
Filesystem server provides controlled file access with security boundaries.
## How It Works
MCP servers are **automatically used** when configured. Claude Kit commands and modes include explicit guidance for optimal MCP usage.
For example, when you run `/research react hooks`:
1. Context7 fetches current React documentation
2. Sequential Thinking structures the analysis
3. Memory stores findings for future reference
## Next Steps
- [Context7](/claudekit/mcp/context7/) — Library documentation lookup
- [Sequential Thinking](/claudekit/mcp/sequential/) — Structured reasoning
- [Playwright](/claudekit/mcp/playwright/) — Browser automation
- [Memory](/claudekit/mcp/memory/) — Persistent knowledge
- [Filesystem](/claudekit/mcp/filesystem/) — File operations
- [Command Integration](/claudekit/mcp/integration/) — How MCP enhances commands
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---
title: Playwright
description: Browser automation for testing and web interaction.
---
# Playwright
Playwright MCP provides browser automation using accessibility tree for fast, LLM-friendly interaction. Built by Microsoft, it enables cross-browser testing without vision models.
## Configuration
```json
{
"mcpServers": {
"playwright": {
"command": "npx",
"args": ["-y", "@playwright/mcp"]
}
}
}
```
### Command-Line Options
| Option | Description | Example |
|--------|-------------|---------|
| `--browser` | Browser to use | `chrome`, `firefox`, `webkit`, `msedge` |
| `--headless` | Run without UI | Flag only |
| `--viewport-size` | Window size | `1280x720` |
| `--device` | Device emulation | `iPhone 15`, `Pixel 7` |
**Example with options:**
```json
{
"playwright": {
"command": "npx",
"args": ["-y", "@playwright/mcp", "--browser", "chrome", "--headless"]
}
}
```
## Available Tools
### Navigation
| Tool | Description |
|------|-------------|
| `browser_navigate` | Go to a URL |
| `browser_go_back` | Navigate back |
| `browser_go_forward` | Navigate forward |
| `browser_wait` | Wait for page load |
### Interaction
| Tool | Description |
|------|-------------|
| `browser_click` | Click element |
| `browser_type` | Type text |
| `browser_fill` | Fill input field |
| `browser_select_option` | Select dropdown option |
| `browser_press_key` | Press keyboard key |
### Content
| Tool | Description |
|------|-------------|
| `browser_snapshot` | Get accessibility tree |
| `browser_take_screenshot` | Capture screenshot |
| `browser_get_text` | Get element text |
### Tabs
| Tool | Description |
|------|-------------|
| `browser_tab_list` | List open tabs |
| `browser_tab_new` | Open new tab |
| `browser_tab_select` | Switch to tab |
| `browser_tab_close` | Close tab |
## Use Cases
### E2E Testing
```
/test e2e Login flow should redirect to dashboard
```
Playwright:
1. Navigates to login page
2. Fills credentials
3. Clicks submit
4. Verifies dashboard redirect
### UI Review
```
/review Visual regression on mobile
```
Playwright:
1. Opens page with device emulation
2. Takes screenshots
3. Compares with expected layout
### Form Testing
```
/test Form validation for user registration
```
Playwright:
1. Fills form with various inputs
2. Tests validation messages
3. Verifies submission behavior
## Command Integration
| Command | How Playwright Helps |
|---------|---------------------|
| `/test` | E2E browser tests |
| `/fix` | Reproduce UI bugs in browser |
| `/review` | Visual verification of changes |
| `/feature` | Test new UI features |
## Example Workflow
### Testing Login Flow
```javascript
// Playwright MCP workflow
browser_navigate("https://app.example.com/login")
browser_fill("#email", "test@example.com")
browser_fill("#password", "password123")
browser_click("#login-button")
browser_wait() // Wait for navigation
browser_take_screenshot("after-login.png")
```
### Mobile Testing
```javascript
// With device emulation (--device "iPhone 15")
browser_navigate("https://app.example.com")
browser_snapshot() // Get accessibility tree
browser_take_screenshot("mobile-view.png")
```
## Key Features
### Accessibility Tree
Playwright uses the accessibility tree instead of pixels:
- **Faster** — No image processing needed
- **LLM-friendly** — Structured element data
- **Cross-browser** — Works identically everywhere
### Device Emulation
Test on different devices without physical hardware:
- iPhone, iPad, Pixel, Galaxy
- Custom viewport sizes
- Touch vs mouse input
### Profile Management
Playwright can maintain browser state across sessions for authenticated testing.
## Best Practices
### Use Headless Mode
For automated testing, use `--headless` to run without UI overhead.
### Wait for Elements
Always use `browser_wait` or wait for specific elements before interaction.
### Accessibility First
Use accessibility tree (`browser_snapshot`) to understand page structure before clicking.
## Troubleshooting
### Element Not Found
If clicking fails:
1. Use `browser_snapshot` to see available elements
2. Check if element needs scrolling
3. Wait for dynamic content to load
### Browser Not Starting
- Ensure browser is installed
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## Resources
- [Playwright MCP](https://github.com/microsoft/playwright-mcp)
- [Playwright Documentation](https://playwright.dev)
- [Device Descriptors](https://playwright.dev/docs/emulation#devices)
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---
title: Sequential Thinking
description: Structured problem-solving with step-by-step reasoning.
---
# Sequential Thinking
Sequential Thinking provides structured reasoning tools for complex problem-solving, enabling step-by-step analysis with confidence tracking and revision capabilities.
## Configuration
```json
{
"mcpServers": {
"sequential": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-sequential-thinking"]
}
}
}
```
## Available Tools
### sequentialthinking
Dynamic problem-solving through structured thought sequences.
**Parameters:**
| Parameter | Description |
|-----------|-------------|
| `thought` | Current thinking step |
| `thoughtNumber` | Current step number (1, 2, 3...) |
| `totalThoughts` | Estimated total steps needed |
| `nextThoughtNeeded` | Whether more steps are needed |
| `isRevision` | If this revises previous thinking |
| `revisesThought` | Which thought is being reconsidered |
| `branchFromThought` | Branching point for alternative paths |
| `needsMoreThoughts` | If more analysis is needed |
## Use Cases
### Complex Debugging
```
/fix Intermittent authentication failures
```
Sequential Thinking:
1. Defines the question clearly
2. Gathers evidence systematically
3. Forms hypotheses with probabilities
4. Tests most likely cause first
5. Documents conclusion with confidence
### Architecture Decisions
```
/brainstorm Database migration strategy
```
Sequential Thinking:
1. Explores options step-by-step
2. Tracks trade-offs for each approach
3. Revises conclusions based on feedback
4. Builds confidence incrementally
### Root Cause Analysis
```
/research Why is the build slow?
```
Sequential Thinking:
1. Breaks problem into investigation steps
2. Documents evidence at each step
3. Adjusts hypothesis as facts emerge
4. Provides confidence-scored conclusion
## Command Integration
| Command | How Sequential Thinking Helps |
|---------|------------------------------|
| `/fix` | Systematic root cause analysis |
| `/plan` | Structured task decomposition |
| `/brainstorm` | Organized design exploration |
| `/research` | Step-by-step investigation |
## Mode Integration
| Mode | Integration |
|------|-------------|
| `deep-research` | Primary tool for thorough analysis |
| `brainstorm` | Structures creative exploration |
| `review` | Systematic code examination |
## Example Workflow
### Debugging Session
**Thought 1:** Define the problem
```
"What is causing authentication to fail intermittently for some users?"
→ Confidence: N/A (question definition)
```
**Thought 2:** Gather evidence
```
"Checking logs shows failures occur during peak hours,
primarily for users with special characters in passwords."
→ Confidence: 7/10
```
**Thought 3:** Form hypothesis
```
"Hypothesis A: URL encoding issue with special characters.
Evidence: Failure pattern matches special char passwords.
Probability: 80%"
→ Confidence: 8/10
```
**Thought 4:** Test hypothesis
```
"Tested with password 'test@123' - fails.
Tested with 'test123' - works.
Hypothesis confirmed."
→ Confidence: 9/10
```
**Thought 5:** Conclusion
```
"Root cause: URL encoding mangles special characters.
Fix: Use base64 encoding instead.
Confidence: 9/10"
→ nextThoughtNeeded: false
```
## Best Practices
### Start with Clear Questions
Define what you're investigating before gathering evidence.
### Track Confidence
Explicitly state confidence levels to identify when more investigation is needed.
### Allow Revisions
Use `isRevision` and `revisesThought` to refine understanding as new information emerges.
### Branch When Needed
Use `branchFromThought` to explore alternative hypotheses without losing the main thread.
## Resources
- [MCP Sequential Thinking](https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking)
- [Sequential Thinking Skill](/claudekit/skills/methodology/sequential-thinking/)