# Opsera

> Use this tool when you need to gain end-to-end visibility into your DevOps ecosystem, particularly across GitHub, to identify areas for improvement and optimize developer experience, security, and CI/CD pipelines. It provides actionable insights and recommendations through its Hummingbird AI reasoning agent, integrating with various toolchains and workflows. Ideal for teams seeking to enhance their DevOps practices and metrics, including DORA metrics and code quality analysis.

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

## Description

Provides end-to-end DevOps insights across the GitHub ecosystem including Code AI assistant impact, developer experience metrics, security analysis, and DORA metrics. Integrates with CI/CD pipelines, compliance workflows, and toolchain automation. Features Hummingbird AI reasoning agent for contextual, natural-language recommendations across DevOps telemetry.

## 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/opsera)
- **Repository:** <https://github.com/opseraengineering/opsera-ai/tree/HEAD/agent-authentication-gateway>

## 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": "opsera"
    }
  }
}
```

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