# Thoughtbox

> Thoughtbox — glassbead-tc-thoughtbox. Use this tool when you need to enhance the reasoning capabilities of agentic AI systems, solving complex decision-making problems and improving overall cognitive functionality. Thoughtbox takes in ambiguous or uncertain inputs and generates informed, logical outputs, making it ideal for applications requiring advanced critical thinking. It is particularly useful in contexts where AI systems need to make nuanced, high-stakes decisions, such as strategic planning or expert advisory roles.

Canonical page: https://skillsregistry.net/skills/glassbead-tc-thoughtbox  
JSON: https://api.skillsregistry.net/v1/skills/glassbead-tc-thoughtbox

## Description

next-gen reasoning MCP for agentic AI's Wave Two. successor to Waldzell AI's Clear Thought server.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-08-11

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/p4az53in0w)
- **Repository:** <https://github.com/Kastalien-Research/thoughtbox>

## 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": "glassbead-tc-thoughtbox"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/glassbead-tc-thoughtbox` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/glassbead-tc-thoughtbox/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