claude-context
zilliztech/claude-context
This tool enables AI coding assistants (like Claude Code) to understand your entire codebase via semantic search, pinpointing relevant code without feeding the whole project to AI, saving money and boosting efficiency.
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
AI Summary
What This Project Does
Simply put, it installs a "smart code search engine" for Claude Code. It stores your project code in a vector database, automatically finding relevant snippets for the AI when needed, rather than guessing blindly.
What Problems It Solves
Solves the issue of AI forgetting code structure in large projects or exploding costs when stuffing entire folders into context. Traditional methods involve manual copying; this tool automates it with precision.
Who It's For
Developers using Claude Code or similar AI coding assistants, especially those maintaining large codebases needing frequent cross-file logic modifications.
Typical Use Cases
1. Quickly letting AI understand the overall architecture when taking over an unfamiliar legacy project.
2. Automatically linking all affected code files when refactoring features.
3. Precisely locating relevant logic instead of scanning the whole library when debugging complex errors.
Key Strengths & Highlights
Compared to feeding entire files, it only feeds relevant code, significantly reducing Token costs. Semantic search understands code intent better than keyword matching, reducing AI hallucinations.
Getting Started Requirements
Requires Node.js installation and API keys from OpenAI and Zilliz Cloud. Configuration steps are slightly more involved, suitable for developers willing to tweak settings.
Purpose
Suitable for large codebases needing global AI understanding, significantly reducing Token consumption. Not necessary for small scripts or local single files.
Category
Tech Stack
Project Info
- Primary Language
- TypeScript
- Default Branch
- master
- License
- MIT
- Created
- Jun 6, 2025
- Last Commit
- yesterday
- Last Push
- yesterday
- Indexed
- Apr 22, 2026