# Semantic Search MCP Server

> Use this tool when you need to efficiently search and retrieve specific code snippets from large local codebases. It solves problems of inaccurate or time-consuming code searches by providing a hybrid semantic and keyword search functionality. The tool takes in codebases as input and outputs relevant search results, making it ideal for use cases where developers need to quickly find and reuse existing code.

Canonical page: https://skillsregistry.net/skills/camilojourney-codesight  
JSON: https://api.skillsregistry.net/v1/skills/camilojourney-codesight

## Description

Provides hybrid semantic and keyword code search for Claude Code using BM25 and vector retrieval. It enables indexing and searching local codebases with language-aware chunking and local embeddings.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/kaqp2yh2uo)
- **Repository:** <https://github.com/camilojourney/holusight>

## 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": "camilojourney-codesight"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/camilojourney-codesight` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/camilojourney-codesight/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