# SpecForge

> Use this tool when you need to automate code fixes for GitHub issues, as it connects LLM clients to a fully autonomous pipeline that reads repositories, plans fixes, writes code, tests, and opens pull requests. SpecForge solves problems of manual code repair and testing, saving time and effort for developers. It takes GitHub issues as input and produces tested code fixes as output, ideal for use in software development and maintenance contexts.

Canonical page: https://skillsregistry.net/skills/johnbliss60-specforge  
JSON: https://api.skillsregistry.net/v1/skills/johnbliss60-specforge

## Description

SpecForge is a Model Context Protocol (MCP) server that connects an LLM client to a fully autonomous code-fixing pipeline. Point it at a GitHub issue, and it reads the repo, plans a fix, writes the code, tests it, and opens a pull request.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/mfidfbx5lf)
- **Repository:** <https://github.com/Johnbliss60/SpecForge>

## 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": "johnbliss60-specforge"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/johnbliss60-specforge` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/johnbliss60-specforge/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