# qdrant-codebase-mcp

> Use this tool when you need to efficiently search and retrieve relevant code snippets based on their meaning, rather than just keywords. It indexes codebases into Qdrant, enabling AI assistants to provide accurate results without re-exploring the entire repository. Ideal for use cases where rapid code discovery and reuse are crucial, such as software development and maintenance.

Canonical page: https://skillsregistry.net/skills/theepicsaxguy-qdrant-codebase-mcp  
JSON: https://api.skillsregistry.net/v1/skills/theepicsaxguy-qdrant-codebase-mcp

## Description

Indexes codebases into Qdrant for semantic search, enabling AI assistants to find relevant code by meaning without re-exploring the repo.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/bcfzys4xam)
- **Repository:** <https://github.com/theepicsaxguy/qdrant-codebase-mcp>

## 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": "theepicsaxguy-qdrant-codebase-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/theepicsaxguy-qdrant-codebase-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/theepicsaxguy-qdrant-codebase-mcp/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