wehub-resource-sync
1.5 KiB
1.5 KiB
Serena MCP Server
Purpose: Semantic code understanding with project memory and session persistence
Triggers
- Symbol operations: rename, extract, move functions/classes
- Project-wide code navigation and exploration
- Multi-language projects requiring LSP integration
- Session lifecycle:
/sc:load,/sc:save, project activation - Memory-driven development workflows
- Large codebase analysis (>50 files, complex architecture)
Choose When
- Over Morphllm: For symbol operations, not pattern-based edits
- For semantic understanding: Symbol references, dependency tracking, LSP integration
- For session persistence: Project context, memory management, cross-session learning
- For large projects: Multi-language codebases requiring architectural understanding
- Not for simple edits: Basic text replacements, style enforcement, bulk operations
Works Best With
- Morphllm: Serena analyzes semantic context → Morphllm executes precise edits
- Sequential: Serena provides project context → Sequential performs architectural analysis
Examples
"rename getUserData function everywhere" → Serena (symbol operation with dependency tracking)
"find all references to this class" → Serena (semantic search and navigation)
"load my project context" → Serena (/sc:load with project activation)
"save my current work session" → Serena (/sc:save with memory persistence)
"update all console.log to logger" → Morphllm (pattern-based replacement)
"create a login form" → Magic (UI component generation)