Codebase FAQs

Question 1

How does Codebase enhance code search capabilities?

Accepted Answer

It leverages vector embeddings and advanced Tree-sitter parsing to provide semantic code search, allowing you to find relevant code snippets based on their meaning and context, rather than just keywords.

Question 2

What are the main benefits of using Codebase's MCP server mode?

Accepted Answer

MCP server mode offers significant advantages, including one-time indexing for a project (avoiding redundant processing), simplified universal IDE configuration, and optimized resource usage by running a single, persistent server instance.

Question 3

What is Codebase and what does it do?

Accepted Answer

Codebase is a platform-agnostic library that indexes codebases locally, offering intelligent, vector-based semantic search and an MCP (Model Context Protocol) server for deep integration with AI development tools and IDEs.

Question 4

What core technologies power Codebase?

Accepted Answer

Codebase utilizes Tree-sitter for robust code parsing, integrates with Qdrant for efficient vector storage, and supports flexible embedding models via Ollama, ensuring powerful and adaptable code analysis.

Question 5

Can Codebase integrate with my existing IDE or AI tools?

Accepted Answer

Yes, Codebase provides an HTTP-based MCP server specifically designed for seamless integration with popular IDEs like Cursor and AI development tools such as Claude Code and Gemini CLI, enhancing their code understanding.

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