Use Claude Context when a coding agent needs targeted semantic retrieval from a very large repository instead of repeatedly loading folders or files into prompt context. It indexes code into a vector database and exposes code-search retrieval through MCP for Claude Code and other compatible agent clients.
Scanned 6/2/2026
Install to Claude Code
npx -y skills add agentskillexchange/skills --skill search-large-codebases-semantically-from-mcp-compatible-coding-agents-with-claude-context --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: "Search large codebases semantically from MCP-compatible coding agents with Claude Context"
slug: "search-large-codebases-semantically-from-mcp-compatible-coding-agents-with-claude-context"
description: "Use Claude Context when a coding agent needs targeted semantic retrieval from a very large repository instead of repeatedly loading folders or files into prompt context. It indexes code into a vector database and exposes code-search retrieval through MCP for Claude Code and other compatible agent clients."
github_stars: 9226
verification: "security_reviewed"
source: "https://github.com/zilliztech/claude-context"
author: "Zilliz"
publisher_type: "Organization"
category: "Developer Tools"
framework: "MCP"
tool_ecosystem:
github_repo: "zilliztech/claude-context"
github_stars: 9226
npm_package: "@zilliz/claude-context-mcp"
npm_weekly_downloads: 2386
---
# Search large codebases semantically from MCP-compatible coding agents with Claude Context
Use Claude Context when a coding agent needs targeted semantic retrieval from a very large repository instead of repeatedly loading folders or files into prompt context. It indexes code into a vector database and exposes code-search retrieval through MCP for Claude Code and other compatible agent clients.
## Prerequisites
MCP-compatible coding agent; Node.js 20-23; OpenAI API key; Milvus or Zilliz Cloud vector database
## Installation
Requirements and caveats from upstream:
- [](https://nodejs.org/)
Basic usage or getting-started notes:
- **Open Claude Code**
- cd your-project-directory
- claude
- Source: https://github.com/zilliztech/claude-context
- Extracted from upstream docs: https://raw.githubusercontent.com/zilliztech/claude-context/HEAD/README.md
## Documentation
- https://github.com/zilliztech/claude-context/tree/master/docs
## Source
- [Agent Skill Exchange](https://agentskillexchange.com/skills/search-large-codebases-semantically-from-mcp-compatible-coding-agents-with-claude-context/)
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