# io.github.beee003/vynn-mcp

> Use this tool when you need to automate and optimize AI workflows, leveraging self-improvement capabilities through backtesting, prompt optimization, and scheduling. It solves problems related to workflow efficiency, accuracy, and scalability, providing inputs such as workflow definitions and outputs like optimized prompts and scheduled tasks. Ideal for use cases requiring continuous improvement and automation of AI-driven processes.

Canonical page: https://skillsregistry.net/skills/io-github-beee003-vynn-mcp  
JSON: https://api.skillsregistry.net/v1/skills/io-github-beee003-vynn-mcp

## Description

Self-improving AI workflows with backtesting, prompt optimization, and scheduling

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 0.1.1
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-02

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.beee003%2Fvynn-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": "io-github-beee003-vynn-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-beee003-vynn-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-beee003-vynn-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