# Gemdex

> Use this tool when you need to efficiently search and retrieve specific code snippets across large repositories, solving problems such as code reuse and discovery. Gemdex takes in code repositories as input and outputs relevant search results, utilizing vectorization and storage capabilities to preserve code structure across 13+ programming languages. It is ideal for use cases where developers require rapid code discovery and reuse, such as during development, debugging, or maintenance phases.

Canonical page: https://skillsregistry.net/skills/anand-92-gemdex  
JSON: https://api.skillsregistry.net/v1/skills/anand-92-gemdex

## Description

Provides semantic code search over repositories using Gemini Embedding 2 for vectorization and Milvus for storage. Applies AST-aware chunking via tree-sitter to preserve code structure across 13+ languages. Exposes four search and indexing tools; installable via npx.

## Trust

- **Trust score (0–1):** 0.56
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/anand-92-gemdex)
- **Repository:** <https://github.com/anand-92/gemdex>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "anand-92-gemdex"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/anand-92-gemdex` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/anand-92-gemdex/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt