# Second Brain MCP

> Second Brain MCP — ryanmaxiemus-second-brain-mcp. Use this tool when you need to efficiently search and retrieve specific code snippets from large codebases using natural language queries. The Second Brain MCP solves problems of tedious manual searching and improves developer productivity by providing relevant code results based on semantic understanding. It takes in natural language queries as input and outputs relevant code snippets, making it ideal for use cases where rapid code discovery is crucial.

Canonical page: https://skillsregistry.net/skills/ryanmaxiemus-second-brain-mcp  
JSON: https://api.skillsregistry.net/v1/skills/ryanmaxiemus-second-brain-mcp

## Description

A semantic search MCP server for codebases that uses OpenAI embeddings to understand natural language queries and find relevant code.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/m7s444276p)
- **Repository:** <https://github.com/RyanMaxiemus/second-brain-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": "ryanmaxiemus-second-brain-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ryanmaxiemus-second-brain-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ryanmaxiemus-second-brain-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