Use when searching a codebase by behavior, intent, or natural language description rather than exact identifiers. Activates the CocoIndex Code MCP server for semantic code search — finding implementations without knowing exact names, exploring unfamiliar codebases, or locating code by concept.
Scanned 9/12/2026
Install to Claude Code
Skills Directorynpx -y skills add Jamie-BitFlight/claude_skills --skill semantic-code-search --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: semantic-code-search
description: Use when searching a codebase by behavior, intent, or natural language description rather than exact identifiers. Activates the CocoIndex Code MCP server for semantic code search — finding implementations without knowing exact names, exploring unfamiliar codebases, or locating code by concept.
user-invocable: false
---
Use `mcp__cocoindex-code__search` for semantic code search when:
- Searching for code by meaning or description rather than exact text
- Exploring unfamiliar parts of the codebase
- Looking for implementations without knowing exact names
- Finding similar code patterns or related functionality
Prefer Grep/Glob when you know exact identifiers, filenames, or string literals. Prefer semantic search when you know what the code *does* but not what it's *called*.
The CocoIndex Code MCP server is bundled with this plugin via `.mcp.json` and launches automatically using `uvx cocoindex-code==0.1.11` — no pre-installation required. If `mcp__cocoindex-code__search` is not listed in available tools, report BLOCKED — this is a configuration error, not a fallback scenario.
SOURCE: [CocoIndex Code GitHub Repository](https://github.com/cocoindex-io/cocoindex-code) (accessed 2026-03-10)
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