feat: Integrate MCP servers for enhanced capabilities

2026-06-12 05:04:56 +03:00 · 2025-12-06 18:11:48 +07:00
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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/)