# FastApply MCP Server

> Use this tool when you need to streamline AI-powered code editing with instant preview and validation, solving problems like tedious manual coding and debugging. It takes in code inputs and outputs validated and formatted code, leveraging FastApply language models and compatible backends like LM Studio and Ollama. Ideal for use cases requiring efficient and reliable code editing, such as software development and DevOps.

Canonical page: https://skillsregistry.net/skills/tickernelz-fastapply-mcp  
JSON: https://api.skillsregistry.net/v1/skills/tickernelz-fastapply-mcp

## Description

Enables AI-powered code editing with preview and validation capabilities through FastApply language models. Features automatic backups, atomic file operations, and support for multiple FastApply-compatible backends like LM Studio and Ollama.

## 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:** file-system
- **Updated:** 2026-04-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/yse9svbz3m)
- **Repository:** <https://github.com/tickernelz/fastapply-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": "tickernelz-fastapply-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/tickernelz-fastapply-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/tickernelz-fastapply-mcp/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