Codebase Indexer vs Claude Context

Indexes source code using Ollama embeddings and Qdrant vector database to enable natural language semantic search across codebases.

Provides semantic code search and indexing using vector embeddings and AST-based code splitting, enabling natural language queries across codebases with automatic file filtering and support for multiple embedding providers and vector databases.

MCP Servers

MCP Servers

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