# Clerk Chat MCP Server

> Use this tool when you need to improve voice AI agent performance through autonomous prompt refinement. It solves problems of inefficient and inaccurate voice interactions by analyzing feedback, generating tests, and iteratively testing prompts. The Clerk Chat MCP Server takes in feedback data and outputs optimized prompts, ideal for use cases where continuous improvement of voice AI interactions is crucial.

Canonical page: https://skillsregistry.net/skills/williamjonathanbowen-clerk-chat-mcp  
JSON: https://api.skillsregistry.net/v1/skills/williamjonathanbowen-clerk-chat-mcp

## Description

Enables autonomous prompt improvement for voice AI agents through feedback analysis, test generation, and iterative testing.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/q405xf72ci)
- **Repository:** <https://github.com/williamjonathanbowen/clerk-chat-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": "williamjonathanbowen-clerk-chat-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/williamjonathanbowen-clerk-chat-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/williamjonathanbowen-clerk-chat-mcp/pull`

---
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