srclight and cie
About srclight
srclight/srclight
Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.
This helps AI coding assistants work faster and more effectively by providing a deep, searchable index of your codebases. It takes your source code and documentation files as input, instantly delivering precise answers to complex queries about code structure, relationships, and semantic meaning. Developers who use AI coding agents like Claude Code or Cursor will find this indispensable.
About cie
kraklabs/cie
Code Intelligence Engine — indexes your codebase and gives AI assistants deep understanding via MCP (semantic search, call graphs, 20+ tools)
This tool helps software developers and engineers understand complex codebases quickly. It takes your source code as input and provides capabilities like finding code by its meaning, tracing how different parts of the code connect (call graphs), and discovering API endpoints. Developers can use this to navigate large projects, debug issues, or get a high-level overview without manually sifting through files.
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