Codebase Indexer
Indexes source code using Ollama embeddings and Qdrant vector database to enable natural language semantic search across codebases.
About
Semantic codebase indexer that chunks source code, generates embeddings via Ollama, and stores them in Qdrant for natural language code search. Features symbol-aware chunking for 18 languages, incremental indexing with MD5 content hashing, and file watching for automatic re-indexing. Ships as a stdio MCP server with tools for searching, indexing, and managing the vector database, plus a standalone CLI for setup and manual operations.
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