# io.github.tjp2021/mcp-thinkgate

> Use this tool when you need to automatically classify prompt complexity and optimize thinking modes for efficient processing. It solves the problem of manual mode selection by routing prompts to the right Claude thinking mode, streamlining workflow and improving productivity. With no API key required, it provides a seamless interface for inputting prompts and receiving optimized outputs.

Canonical page: https://skillsregistry.net/skills/io-github-tjp2021-mcp-thinkgate  
JSON: https://api.skillsregistry.net/v1/skills/io-github-tjp2021-mcp-thinkgate

## Description

Auto-classifies prompt complexity and routes to the right Claude thinking mode. No API key needed.

## Trust

- **Trust score (0–1):** 0.97
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 0.1.1
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.tjp2021%2Fmcp-thinkgate)
- **Repository:** <https://github.com/tjp2021/mcp-thinkgate>

## 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": "io-github-tjp2021-mcp-thinkgate"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-tjp2021-mcp-thinkgate` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-tjp2021-mcp-thinkgate/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