opentrace
♥Cherished
OpenTrace builds a queryable knowledge graph of your codebase structure and system architecture, then exposes it through MCP so AI assistants can retrieve accurate context about how your code and services connect. Index repositories in seconds and enable Claude Code to understand your entire system topology for more informed code generation and analysis.
Clauded With Love Rating
8.3 / 10
OpenTrace builds queryable knowledge graphs from codebases using tree-sitter parsers and exposes them through MCP for AI assistants to understand system topology. It enables Claude Code to retrieve accurate context about code structure and service relationships for more informed development.
Code Quality7.5
Usefulness9.0
Claude Usage8.5
Documentation8.0
Originality8.5
Highlights
- ✓Multi-platform deployment strategy with browser, CLI, and Claude Code plugin options serving different user needs
- ✓Novel integration of tree-sitter WASM parsers with embedded graph database (LadybugDB) for real-time code structure analysis
- ✓MCP (Model Context Protocol) integration that allows AI assistants to query live codebase topology rather than static context
To Improve
- →Add comprehensive test suite coverage for the core indexing and graph building functionality
- →Implement incremental indexing to handle large codebases efficiently without full re-indexing on changes