# TPC Server

> Use this tool when you need to record and organize AI agent internal states, track decision-making processes, and maintain a transparent operation history. It solves problems of accountability, context preservation, and collaborative agent workflows by providing a structured system for documenting Thoughts, Plans, and Changes. The TPC Server accepts agent state data as input and outputs a traceable record of agent activities through its web interface and comprehensive API.

Canonical page: https://skillsregistry.net/skills/suttonwilliamd-tpc  
JSON: https://api.skillsregistry.net/v1/skills/suttonwilliamd-tpc

## Description

TPC Server provides a structured system for AI agents to record and organize their internal states through Thoughts, Plans, and Changes. Built with FastAPI and SQLAlchemy, it enables agents to document their reasoning process (Thoughts), define strategies (Plans), and log concrete actions (Changes) with proper relationships between these entities. The implementation features both a web interface for human monitoring and a comprehensive API with MCP tools for agent interaction. This server is particularly valuable for maintaining traceable operation history, supporting collaborative agent workflows, and enabling transparent decision-making processes where accountability and context preservation are essential.

## Trust

- **Trust score (0–1):** 0.54
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/suttonwilliamd-tpc)
- **Repository:** <https://github.com/suttonwilliamd/tpc-server>

## 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": "suttonwilliamd-tpc"
    }
  }
}
```

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