# ActionsPulse [Health: Active]

**Category:** 📊 Monitoring  
**Repository:** https://github.com/tsviz/github-mcp-server-devops  
**GitHub Stars:** 3  
**Views:** 0  
**Installs:** 0  
**Upvotes:** 0  
**Directory Page:** https://allmcps.com/mcp/actionspulse

## Description
Real-time GitHub Actions observability: DORA Metrics, Cost Analysis, CI/CD Health dashboards.

## Claude Desktop Quick Installation
Remote MCP endpoint (confidence: high). Install path detected from listing signals. Add as a URL/SSE server in your client:

```json
"mcpServers": {
  "actionspulse": {
    "url": "https://img.shields.io/badge/MCP-Available_on_Registry-00DC82?style=flat&logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0IiBmaWxsPSJub25lIiBzdHJva2U9IndoaXRlIiBzdHJva2Utd2lkdGg9IjIiIHN0cm9rZS1saW5lY2FwPSJyb3VuZCIgc3Ryb2tlLWxpbmVqb2luPSJyb3VuZCI+PHBhdGggZD0iTTEyIDJhMTAgMTAgMCAxIDAgMTAgMTBIMTJWMloiLz48cGF0aCBkPSJNMjEuMTggOC4wMmMtMS0yLjMtMi44NS00LjE1LTUuMTUtNS4xNSIvPjwvc3ZnPg==)](https://registry.modelcontextprotocol.io/?q=io.github.tsviz%2Factions-pulse"
  }
}
```

## Documentation & README

# ActionsPulse 🚀

<div align="center">

[![Available on MCP Registry](https://img.shields.io/badge/MCP-Available_on_Registry-00DC82?style=flat&logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0IiBmaWxsPSJub25lIiBzdHJva2U9IndoaXRlIiBzdHJva2Utd2lkdGg9IjIiIHN0cm9rZS1saW5lY2FwPSJyb3VuZCIgc3Ryb2tlLWxpbmVqb2luPSJyb3VuZCI+PHBhdGggZD0iTTEyIDJhMTAgMTAgMCAxIDAgMTAgMTBIMTJWMloiLz48cGF0aCBkPSJNMjEuMTggOC4wMmMtMS0yLjMtMi44NS00LjE1LTUuMTUtNS4xNSIvPjwvc3ZnPg==)](https://registry.modelcontextprotocol.io/?q=io.github.tsviz%2Factions-pulse)
[![Docker Image](https://github.com/tsviz/github-mcp-server-devops/actions/workflows/build-and-publish.yml/badge.svg)](https://github.com/tsviz/github-mcp-server-devops/actions/workflows/build-and-publish.yml)
[![Container Registry](https://img.shields.io/badge/ghcr.io-tsviz%2Factions--pulse-blue)](https://github.com/tsviz/github-mcp-server-devops/pkgs/container/actions-pulse)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)

**Real-time GitHub Actions observability through VS Code with GitHub Copilot**

*DORA Metrics • Cost Analysis • CI/CD Health • Security Compliance*

<img src="https://raw.githubusercontent.com/tsviz/github-mcp-server-devops/HEAD/docs/images/dashboard-overview.png" alt="ActionsPulse Dashboard" width="100%" style="border-radius: 12px; box-shadow: 0 20px 60px rgba(0,0,0,0.3);" />

<sub>☝️ <em>This is an actual interactive HTML dashboard generated by ActionsPulse — <a href="#dashboard-tour">see full tour below</a></em></sub>

</div>

---

## ✨ What is ActionsPulse?

ActionsPulse is an **Agentic MCP Server** that brings DevOps observability directly into your IDE. Ask GitHub Copilot questions like:

> 💬 *"Show me our DORA metrics for the last 30 days"*  
> 💬 *"Which workflows are costing us the most?"*  
> 💬 *"Generate a compliance report for SOC2"*  
> 💬 *"What's our deployment frequency this month?"*

And get **interactive visual dashboards** with actionable insights.

## 🎯 Features

| Feature | Organization | Enterprise |
|---------|:------------:|:----------:|
| 📊 **DORA Metrics** | ✅ | ✅ Enhanced |
| ⚡ **Performance Analytics** | ✅ | ✅ |
| 💰 **Cost Optimization** | ✅ | ✅ Cross-org |
| 🏃 **Runner Utilization** | ✅ Self-hosted | ✅ All runners |
| 👥 **Team Productivity** | ✅ | ✅ |
| 🔒 **Compliance Reports** | ✅ (GHAS) | ✅ |
| 💾 **Cache Analytics** | ✅ | ✅ |
| 🎓 **Maturity Assessment** | ✅ | ✅ |

---

<a id="dashboard-tour"></a>

## 🖼️ Dashboard Tour

ActionsPulse generates **interactive HTML dashboards** that you can open in any browser. Simply ask Copilot:

> 💬 *"Generate DevOps reports for my organization"*

Or use the `generate_devops_reports` tool directly. Here's a complete tour of what you get:

<details open>
<summary><strong>📊 Dashboard Overview</strong> — Executive summary with all key metrics at a glance</summary>

<img src="https://raw.githubusercontent.com/tsviz/github-mcp-server-devops/HEAD/docs/images/dashboard-overview.png" alt="Dashboard Overview" width="100%" style="border-radius: 8px; margin: 16px 0;" />

The main dashboard provides:
- 🎯 DevOps Maturity Score with visual gauge
- 📈 DORA Metrics summary (Deployment Frequency, Lead Time, Change Failure Rate, MTTR)
- ⚡ CI/CD Pipeline health overview
- 💰 Cost analysis highlights
- 🔒 Security & compliance status
- Quick navigation to detailed reports

</details>

<details>
<summary><strong>📈 DORA Metrics</strong> — Industry-standard DevOps performance indicators</summary>

<img src="https://raw.githubusercontent.com/tsviz/github-mcp-server-devops/HEAD/docs/images/dashboard-dora.png" alt="DORA Metrics Dashboard" width="100%" style="border-radius: 8px; margin: 16px 0;" />

Track the four key DORA metrics:
- **Deployment Frequency** — How often you ship to production
- **Lead Time for Changes** — Time from commit to production
- **Change Failure Rate** — Percentage of deployments causing failures
- **Mean Time to Restore** — How quickly you recover from incidents

Each metric includes trend analysis and benchmarks against industry standards (Elite, High, Medium, Low performers).

</details>

<details>
<summary><strong>⚡ CI/CD Pipeline Health</strong> — Workflow performance and reliability</summary>

<img src="https://raw.githubusercontent.com/tsviz/github-mcp-server-devops/HEAD/docs/images/dashboard-cicd.png" alt="CI/CD Health Dashboard" width="100%" style="border-radius: 8px; margin: 16px 0;" />

Deep dive into your CI/CD pipelines:
- 🔄 Workflow success rates and trends
- ⏱️ Average run times with P95/P99 latencies
- 🚨 Failure analysis and common error patterns
- 📊 Per-repository and per-workflow breakdowns
- 🏃 Queue times and runner utilization

</details>

<details>
<summary><strong>💰 Cost Optimization</strong> — Runner costs and savings opportunities</summary>

<img src="https://raw.githubusercontent.com/tsviz/github-mcp-server-devops/HEAD/docs/images/dashboard-cost.png" alt="Cost Optimization Dashboard" width="100%" style="border-radius: 8px; margin: 16px 0;" />

Understand and optimize your GitHub Actions spending:
- 💵 Total costs by runner type (GitHub-hosted vs self-hosted)
- 📊 Cost breakdown by repository, workflow, and OS
- 🎯 Actionable recommendations for cost savings
- 📈 Spending trends and projections
- ⚡ Efficiency metrics (cost per workflow, cost per minute)

</details>

<details>
<summary><strong>🔒 Security & Compliance</strong> — Audit-ready compliance reports</summary>

<img src="https://raw.githubusercontent.com/tsviz/github-mcp-server-devops/HEAD/docs/images/dashboard-security.png" alt="Security Dashboard" width="100%" style="border-radius: 8px; margin: 16px 0;" />

Stay compliant and secure:
- ✅ Compliance framework coverage (SOC2, ISO27001, HIPAA, PCI-DSS)
- 🔍 Secret scanning status and alerts
- 🛡️ Code scanning findings
- 📋 Branch protection rule compliance
- 🔐 GHAS (GitHub Advanced Security) feature adoption

</details>

<details>
<summary><strong>🎓 DevOps Maturity</strong> — Organizational capability assessment</summary>

<img src="https://raw.githubusercontent.com/tsviz/github-mcp-server-devops/HEAD/docs/images/dashboard-maturity.png" alt="DevOps Maturity Dashboard" width="100%" style="border-radius: 8px; margin: 16px 0;" />

Assess your DevOps maturity level:
- 📊 Overall maturity score with visual gauge
- 🎯 Category scores (CI/CD, Testing, Security, Monitoring, etc.)
- 📈 Improvement recommendations prioritized by impact
- 🏆 Benchmark against industry standards
- 📋 Actionable roadmap for advancement

</details>

> 💡 **How to generate these dashboards:**
> ```
> # Ask Copilot in natural language:
> "Generate DevOps reports for the last 30 days"
> 
> # Or invoke the tool directly:
> #generate_devops_reports --timeframe 30d
> ```
> Reports are saved to timestamped folders as standalone HTML files — share them with your team or embed in internal wikis!

---

## 🚀 Quick Start

### Install from MCP Registry

ActionsPulse is published to the official [MCP Registry](https://registry.modelcontextprotocol.io/?q=io.github.tsviz%2Factions-pulse) as `io.github.tsviz/actions-pulse`.

**🌐 Web UI (Recommended)** — Use the [MCP Registry UI](https://vemonet.github.io/mcp-registry/?search=actions-pulse) for 1-click installation into VS Code or Cursor:

1. Go to [vemonet.github.io/mcp-registry](https://vemonet.github.io/mcp-registry/?search=actions-pulse)
2. Search for "actions-pulse"
3. Click **Install** → Select your client (VS Code, Cursor)
4. Configure environment variables when prompted

**Manual Docker Setup** — Or follow the steps below to configure manually.

### Prerequisites
- ✅ Docker installed
- ✅ GitHub Personal Access Token (fine-grained recommended)
- ✅ VS Code with GitHub Copilot

### 1. Create a [Fine-Grained](https://docs.github.com/en/enterprise-cloud@latest/authentication/keeping-your-account-and-data-secure/managing-your-personal-access-tokens#fine-grained-personal-access-tokens) Personal Access Token

1. Go to [GitHub Settings → Developer Settings → Personal Access Tokens → Fine-grained tokens](https://github.com/settings/tokens?type=beta)
2. Click **Generate new token**
3. Configure basic settings:
   - **Token name**: `actions-pulse-mcp`
   - **Expiration**: 90 days (or per your security policy)
   - **Resource owner**: Select your organization
   - **Repository access**: **All repositories**

4. Set **Repository permissions**:

   | Permission | Access | Required | Purpose |
   |------------|--------|----------|---------|
   | Actions | Read | ✅ Yes | Workflow runs, cache usage |
   | Administration | Read | ✅ Yes | Billing data, repo settings |
   | Contents | Read | ✅ Yes | Read config files from devops-config repo |
   | Custom properties | Read | ✅ Yes | Read custom property values on repositories |
   | Deployments | Read | ✅ Yes | Deployment frequency, environments (DORA) |
   | Discussions | Read | 🔶 Optional | Community engagement metrics |
   | Environments | Read | ✅ Yes | Environment protection rules |
   | Issues | Read | ✅ Yes | Issue metrics, resolution times (DORA) |
   | Merge queues | Read | 🔶 Optional | Merge queue adoption and wait times |
   | Metadata | Read | ✅ Yes | Basic repo info (auto-granted) |
   | Pull requests | Read | ✅ Yes | PR metrics, lead time, review times (DORA) |

5. Set **Organization permissions**:

   | Permission | Access | Required | Purpose |
   |------------|--------|----------|----------|
   | Custom properties | Read | ✅ Yes | Read property definitions/schemas at org level |
   | Custom properties for organizations | Read | ✅ Yes | Read property values assigned to repositories |

6. Set **Organization permissions** (continued):

   | Permission | Access | Required | Purpose |
   |------------|--------|----------|---------|
   | Members | Read | 🔶 Optional | Team membership for productivity metrics |
   | Self-hosted runners | Read | 🔶 Optional | Runner utilization metrics |
   | Administration | Read | ✅ Yes | Org billing and settings |

7. **Optional permissions** (for compliance features, requires GitHub Advanced Security):

   | Permission | Access | Required | Purpose |
   |------------|--------|----------|---------|
   | Secret scanning alerts | Read | ❌ Optional | Compliance audit reports |
   | Code scanning alerts | Read | ❌ Optional | Compliance audit reports |

8. Click **Generate token** and save it securely

### 2. Configure MCP Server

#### Option A: Using env-file (Recommended)

Add to your `~/.mcp.env`:
```bash
GITHUB_TOKEN=ghp_your_fine_grained_token_here
```

<details>
<summary>📄 mcp.json with env-file</summary>

Add to VS Code's MCP settings (`~/.vscode/mcp.json` or workspace `.vscode/mcp.json`):
```jsonc
{
  "servers": {
    "actions-pulse": {
      "command": "docker",
      "args": [
        "run", "-i", "--rm",
        "--env-file", "/path/to/.mcp.env",
        "-e", "GITHUB_ORG=your-org-name",
        "ghcr.io/tsviz/actions-pulse:latest"
      ],
      "type": "stdio"
    }
  }
}
```

</details>

#### Option B: Direct Environment Variables

<details>
<summary>📄 mcp.json with inline env vars</summary>

```jsonc
{
  "servers": {
    "actions-pulse": {
      "command": "docker",
      "args": [
        "run", "-i", "--rm",
        "-e", "GITHUB_TOKEN=ghp_your_token",
        "-e", "GITHUB_ORG=your-org-name",
        "ghcr.io/tsviz/actions-pulse:latest"
      ],
      "type": "stdio"
    }
  }
}
```

</details>

### 3. Environment Variables Reference

| Variable | Required | Description |
|----------|----------|-------------|
| `GITHUB_TOKEN` | ✅ Yes | Personal Access Token (fine-grained recommended) |
| `GITHUB_ORG` | ✅ Yes | Target GitHub organization to monitor (e.g., `my-company`). All API calls use this org. |
| `DEFAULT_REPO_FILTER` | ❌ No | Comma-separated list of repos to monitor (e.g., `my-app,my-api`). See [precedence rules](#repo-filter-precedence) below. |
| `GITHUB_API_URL` | ❌ No | Custom API URL (default: `https://api.github.com`) |
| `GITHUB_ENTERPRISE_SLUG` | ❌ No | Enterprise slug for enhanced features |
| `GITHUB_ENTERPRISE_URL` | ❌ No | GitHub Enterprise Server API URL |
| `DEVOPS_CONFIG_REPO` | ❌ No | Config repo name (default: `devops-config`) |
| `DEVOPS_CONFIG_PATH` | ❌ No | Local path to config files (for mounted configs) |

#### Repo Filter Precedence

When determining which repositories to query, ActionsPulse uses this precedence (highest to lowest):

| Priority | Source | Applies To | Example |
|----------|--------|------------|---------|
| 1️⃣ | `repo_filter` parameter in tool call | Individual tools | `get_dora_metrics(repo_filter: "app1,app2")` |
| 2️⃣ | `inventory.yaml` repositories | `generate_devops_reports` | Repos defined in config file |
| 3️⃣ | `DEFAULT_REPO_FILTER` env var | All tools (fallback) | `DEFAULT_REPO_FILTER=my-app,my-api` |
| 4️⃣ | All org repos via GitHub API | All tools | *(default if nothing set)* |

**Tip:** For quick setup without a config repo, just set `DEFAULT_REPO_FILTER` in the MCP Registry installer. For richer metadata (team, tier, compliance tags), use `inventory.yaml`.

### 4. Configuration Files (Optional)

**By default, ActionsPulse queries ALL repositories in your organization via the GitHub API** — no configuration files are required. You can filter repos dynamically using tool parameters like `repo_filter`.

The optional configuration files let you define persistent metadata (teams, tiers, compliance tags) for filtering and reporting. There are two approaches:

#### Option A: Remote Config Repository (Recommended for Teams)

Create a `devops-config` repository in your organization with the following structure:

```
devops-config/
├── devops-config.yaml          # Main configuration
├── repositories/
│   └── inventory.yaml          # List of repos to monitor
├── policies/
│   ├── workflow-policies.yaml  # CI/CD standards
│   └── security-policies.yaml  # Security requirements
└── dashboards/                 # Dashboard configs
```

The MCP server will automatically discover and load from `{org}/devops-config` repo.

#### Option B: Local Config Files (For Development/Testing)

Mount a local config directory into the Docker container:

<details>
<summary>📄 mcp.json with config volume</summary>

```jsonc
{
  "servers": {
    "actions-pulse": {
      "command": "docker",
      "args": [
        "run", "-i", "--rm",
        "--env-file", "/path/to/.mcp.env",
        "-e", "GITHUB_ORG=your-org-name",
        "-e", "DEVOPS_CONFIG_PATH=/app/config",
        "-v", "/path/to/your/config:/app/config:ro",
        "ghcr.io/tsviz/actions-pulse:latest"
      ],
      "type": "stdio"
    }
  }
}
```

</details>

#### Repository Inventory Example

<details>
<summary>📄 inventory.yaml</summary>

Create `repositories/inventory.yaml` to define which repos to monitor:

```yaml
apiVersion: actions-pulse/v1
kind: RepositoryInventory
metadata:
  name: my-inventory
  version: "1.0.0"
  description: "Repositories to monitor"

spec:
  discovery:
    enabled: false  # Only monitor explicit repos

  repositories:
    - name: my-app
      team: platform
      tier: tier-1
      compliance: [SOC2]
      tags: [java, production]

    - name: my-api
      team: backend
      tier: tier-2
      tags: [nodejs, staging]
```

</details>

#### Repository Tiers Quick Reference

| Tier | Priority | Uptime | Response Time | Use Case |
|------|----------|--------|---------------|----------|
| **tier-1** | 🔴 Critical | 99.9% | < 15 min | Production, customer-facing |
| **tier-2** | 🟡 Standard | 99% | < 1 hour | Internal tools, staging |
| **tier-3** | 🟢 Low | Best effort | < 24 hours | Demos, prototypes |

See [docs/ARCHITECTURE.md](https://github.com/tsviz/github-mcp-server-devops/blob/HEAD/docs/ARCHITECTURE.md) for complete tier definitions, compliance requirements, and alerting behavior.

### 5. Restart VS Code

After updating `mcp.json`, restart VS Code to pick up the new MCP server. You can verify the server is running by opening GitHub Copilot Chat and asking about your DevOps metrics.

## 🛠️ Available Tools

<details>
<summary>📊 Usage & Performance Metrics</summary>

### get_actions_usage_metrics
Analyze GitHub Actions usage and billing data (basic).
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- timeframe: '24h' | '7d' | '30d'
- breakdown: 'repository' | 'workflow' | 'runner_type'
```

### get_detailed_usage_metrics ⭐
**GitHub Insights-style** detailed usage metrics with per-workflow, per-job, per-repo, per-OS, and per-runner breakdowns.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- timeframe: '7d' | '30d' | '90d'
- repo_filter: Comma-separated list of repositories (optional)
```

### get_detailed_performance_metrics ⭐
**GitHub Insights-style** performance metrics with avg run time, queue time, and failure rates per workflow/job/repo/OS/runner.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- timeframe: '7d' | '30d' | '90d'
- repo_filter: Comma-separated list of repositories (optional)
```

### get_actions_performance_metrics
Get workflow performance analytics with P95/P99 latencies (basic).
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- repo_name: Specific repository (optional)
- workflow_id: Specific workflow (optional)
- timeframe: '1h' | '6h' | '24h' | '7d'
```

</details>

<details>
<summary>🏃 Runners & Cost Optimization</summary>

> **Enhanced Cost Detection**: Reports now use a three-tier system for accurate runner cost calculation:
> - 🎯 **API Detection** - Uses hosted runners API for exact machine specs
> - 🏷️ **Label Detection** - Pattern matching against runner catalog
> - 📊 **Default Pricing** - OS-based fallback
>
> See [Configuration Guide](https://github.com/tsviz/github-mcp-server-devops/blob/HEAD/docs/CONFIGURATION.md#enhanced-runner-cost-detection) for details.

### analyze_runner_utilization
Analyze runner utilization and efficiency.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- runner_type: 'self-hosted' | 'github-hosted' | 'all'
- include_costs: Include cost analysis (default: true)
```

### get_actions_cache_analytics
Analyze Actions cache usage and efficiency.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- repo_name: Specific repository (optional)
- timeframe: '24h' | '7d' | '30d'
```

### generate_cost_optimization_report
Generate actionable cost optimization recommendations.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- include_recommendations: Include actionable recommendations (default: true)
- target_savings_percentage: Target savings (5-50, default: 20)
```

</details>

<details>
<summary>🔍 Workflow Insights & Team Productivity</summary>

### get_workflow_insights
Get workflow insights with bottleneck detection.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- repo_name: Repository name (required)
- workflow_name: Workflow name or filename (required)
- analyze_dependencies: Analyze job dependencies (default: true)
```

### get_team_productivity_metrics
Analyze team productivity based on Actions and commit data.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- team_slug: Team slug (optional)
- include_individuals: Include individual metrics (default: false)
- timeframe: '7d' | '30d' | '90d'
```

### get_compliance_audit_report
Generate compliance and security audit report.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- compliance_framework: 'SOC2' | 'ISO27001' | 'HIPAA' | 'PCI-DSS' | 'CUSTOM'
- include_secrets_scan: Include secret scanning (default: true, requires GHAS)
```

</details>

---

## 📊 DORA Metrics & Developer Experience

<details>
<summary>📈 DORA Metrics</summary>

### get_dora_metrics
Get DORA metrics (Deployment Frequency, Lead Time, Change Failure Rate, Time to Restore).
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- timeframe: '7d' | '30d' | '90d'
- repo_filter: Comma-separated list of repositories (optional)
```

### get_enhanced_dora_metrics
DORA metrics using actual GitHub Deployments API for maximum accuracy.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- timeframe: '7d' | '30d' | '90d'
- repo_filter: Comma-separated list of repositories (optional)
```

### get_pull_request_metrics
Pull request metrics including lead time, merge rates, and size distribution.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- timeframe: '7d' | '30d' | '90d'
- repo_name: Specific repository (optional)
- include_stale: Include stale PR analysis (optional)
```

### get_issue_metrics
Issue metrics including time to close, label distribution, and backlog health.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- timeframe: '7d' | '30d' | '90d'
- repo_name: Specific repository (optional)
- label_filter: Filter by label (optional)
```

### get_deployment_metrics
Deployment metrics from GitHub Deployments API.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- timeframe: '7d' | '30d' | '90d'
- environment: Filter by environment (optional)
- repo_filter: Comma-separated list of repositories (optional)
```

### get_environment_metrics
Analyze GitHub environment configurations including protection rules.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- repo_filter: Comma-separated list of repositories (optional)
```

### get_discussion_metrics
GitHub Discussions metrics including answer rates and engagement.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- repo_name: Specific repository (optional)
- timeframe: '7d' | '30d' | '90d'
```

### get_merge_queue_metrics
Merge queue usage and adoption across repositories.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- repo_name: Specific repository (optional)
```

</details>

---

## 🏷️ Custom Properties

<details>
<summary>📋 Custom Properties Tools</summary>

### get_org_custom_properties
List all custom property definitions for an organization.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
```

### get_custom_properties_analytics
Analyze custom property usage and coverage across repositories.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
```

### get_repos_by_property
Find repositories by custom property value.
```
Parameters:
- org_name: Organization name (optional if GITHUB_ORG is set)
- property_name: Custom property name (e.g., team, tier, compliance)
- property_value: Property value to filter by (optional)
```

</details>

---

## 🏢 Enterprise Features (Optional)

<details>
<summary>⚙️ Enterprise configuration</summary>

If you have GitHub Enterprise, you can enable enhanced features by adding:

```bash
GITHUB_ENTERPRISE_SLUG=your-enterprise-slug
```

This enables:
- Cross-organization billing aggregation
- Enterprise-wide runner pools
- Consolidated audit logs

</details>

## 🔧 Development

<details>
<summary>🛠️ Build and run commands</summary>

### Build locally
```bash
npm install
npm run build
docker build -t actions-pulse:local .
```

### Run locally (without Docker)
```bash
export GITHUB_TOKEN=ghp_your_token
export GITHUB_ORG=your-org
npm start
```

</details>

## 🤖 Automating DevOps Reports with GitHub Actions

You can automate DevOps report generation using [GitHub Copilot CLI](https://docs.github.com/en/enterprise-cloud@latest/copilot/how-tos/use-copilot-agents/use-copilot-cli) with ActionsPulse MCP server in a GitHub Actions workflow. This enables scheduled weekly reports, on-demand analysis, and automatic issue creation with insights.

### How It Works

1. **Install Copilot CLI** in the workflow runner
2. **Configure ActionsPulse MCP** with your GitHub token
3. **Run Copilot** with a prompt to generate reports using MCP tools
4. **Create issues** with the generated report

### Example Workflow

See [`.github/workflows/weekly-devops-report.yml`](https://github.com/tsviz/github-mcp-server-devops/blob/HEAD/.github/workflows/weekly-devops-report.yml) for a complete working example.

<details>
<summary>📄 Key workflow steps</summary>

```yaml
- name: Setup MCP config
  env:
    GITHUB_TOKEN: ${{ secrets.GH_PAT_DEVOPS }}
  run: |
    mkdir -p ~/.copilot
    printf '%s\n' '{
      "mcpServers": {
        "actions-pulse": {
          "command": "docker",
          "args": ["run", "-i", "--rm", "-e", "GITHUB_TOKEN='"$GITHUB_TOKEN"'", "-e", "GITHUB_ORG=your-org", "ghcr.io/tsviz/actions-pulse:latest"],
          "tools": ["*"]
        }
      }
    }' > ~/.copilot/mcp-config.json

- name: Generate DevOps Report
  env:
    GITHUB_TOKEN: ${{ secrets.GH_PAT_DEVOPS }}
    GH_TOKEN: ${{ secrets.GH_PAT_DEVOPS }}
  run: |
    copilot --yolo \
      --disable-builtin-mcps \
      --additional-mcp-config @$HOME/.copilot/mcp-config.json \
      --prompt "Use the actions-pulse MCP tools to generate a DevOps report..."
```

</details>

### Key Copilot CLI Flags

| Flag | Description |
|------|-------------|
| `--yolo` | Auto-approve all tool calls (no confirmation prompts) |
| `--disable-builtin-mcps` | Disable built-in MCP servers (use only custom ones) |
| `--additional-mcp-config @<file>` | Load MCP server config from file (use `$HOME` not `~`) |
| `--prompt "<text>"` | The prompt for Copilot to execute |

### Tips

- **Use `$HOME` instead of `~`** in the config path — tilde is not expanded in `@file` arguments
- **Embed the token in args** — the `env` block in MCP config doesn't pass variables to Docker
- **Include `"tools": ["*"]`** in your MCP config — this field is required

## 📚 Documentation

| Document | Description |
|----------|-------------|
| [Quick Start](https://github.com/tsviz/github-mcp-server-devops/blob/HEAD/docs/QUICKSTART.md) | Get up and running in 5 minutes |
| [Configuration Guide](https://github.com/tsviz/github-mcp-server-devops/blob/HEAD/docs/CONFIGURATION.md) | Complete configuration reference |
| [Architecture](https://github.com/tsviz/github-mcp-server-devops/blob/HEAD/docs/ARCHITECTURE.md) | System design and tier definitions |

### Example Configurations

Ready-to-use configuration examples are available in the [examples/](https://github.com/tsviz/github-mcp-server-devops/blob/HEAD/examples/) directory:

| File | Description |
|------|-------------|
| [mcp-docker.json](https://github.com/tsviz/github-mcp-server-devops/blob/HEAD/examples/mcp-docker.json) | VS Code MCP config using Docker |
| [mcp-local.json](https://github.com/tsviz/github-mcp-server-devops/blob/HEAD/examples/mcp-local.json) | VS Code MCP config for local development |
| [mcp-envfile.json](https://github.com/tsviz/github-mcp-server-devops/blob/HEAD/examples/mcp-envfile.json) | VS Code MCP config using environment file |
| [.env.example](https://github.com/tsviz/github-mcp-server-devops/blob/HEAD/examples/.env.example) | Environment variables template |
| [inventory.yaml](https://github.com/tsviz/github-mcp-server-devops/blob/HEAD/examples/inventory.yaml) | Repository inventory example |
| [devops-config.yaml](https://github.com/tsviz/github-mcp-server-devops/blob/HEAD/examples/devops-config.yaml) | DevOps observer configuration |
| [docker-compose.yml](https://github.com/tsviz/github-mcp-server-devops/blob/HEAD/examples/docker-compose.yml) | Docker Compose deployment |

## �📄 License

MIT