AUTOMATION
Integrate Semantic Code Intelligence into Claude/Cursor Workflow
Give AI agents symbol graphs, blast-radius analysis, and semantic search for 62× token efficiency
Updated: 5/20/2026
Difficulty
medium
Time
15m
Use Case
Developers using AI agents for code understanding, refactoring, and debugging with reduced token consumption
Popularity
0 views
About this automation
Deploy sverklo MCP server to provide Claude Code, Cursor, and Windsurf with real code intelligence including symbol graphs, blast-radius analysis, semantic search, and bi-temporal memory. Achieves 62× fewer tokens vs grep-based approaches on 60-task benchmark.
How to implement
1
Install sverklo MCP server locally
2
Configure Claude/Cursor to connect to sverklo
3
Query agent with code understanding tasks
4
Agent uses symbol graphs and semantic search instead of grep
5
Observe token reduction and improved code comprehension