# Preloop

> Use this tool when you need to automate development workflows and issue tracking while ensuring human approval for sensitive operations. Preloop solves problems related to project management, issue tracking, and organization management across GitHub, GitLab, and Jira integrations. It takes API keys or JWT tokens as input and provides outputs for creating, updating, searching, and managing issues and projects, making it ideal for AI agents interacting with development workflows.

Canonical page: https://skillsregistry.net/skills/preloop  
JSON: https://api.skillsregistry.net/v1/skills/preloop

## Description

Preloop is an event-driven automation platform with built-in human-in-the-loop safety that exposes its core functionality through MCP tools for issue tracking and project management. The implementation provides tools for creating, updating, searching, and managing issues across GitHub, GitLab, and Jira integrations, along with project and organization management capabilities. Designed for AI agents that need to interact with development workflows and issue tracking systems while maintaining approval workflows for sensitive operations, it supports authentication via API keys or JWT tokens.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-04-25

## Source

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

## 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": "preloop"
    }
  }
}
```

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