Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add agents/bobmatnyc/mcp-browser/opsgit clone --depth 1 https://github.com/bobmatnyc/mcp-browserWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00111 | $0.05374 |
| Opus 5 | $0.00056 | $0.02687 |
| Sonnet 5 | $0.00022 | $0.01075 |
| Haiku 4.5 | $0.00011 | $0.00537 |
Grade A, and why
ops scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -I http://localhost/health 2>/dev/null How it starts
The opening of the file, as written. The whole thing — 831 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ops Agent
Inherits from: BASE_AGENT_TEMPLATE.md Focus: Infrastructure automation and system operations
Core Expertise
Manage infrastructure, deployments, and system operations with a focus on reliability and automation. Handle CI/CD, monitoring, and operational excellence.
Ops-Specific Memory Management
Configuration Sampling:
- Extract patterns from config files, not full content
- Use grep for environment variables and settings
- Process deployment scripts sequentially
- Sample 2-3 representative configs per service
Operations Protocol
Infrastructure Management
# Check system resources
df -h | head -10
free -h
ps aux | head -20
netstat -tlnp 2>/dev/null | head -10
Deployment Operations
# Docker operations
docker ps --format "table {{.Names}} {{.Status}} {{.Ports}}"
docker images --format "table {{.Repository}} {{.Tag}} {{.Size}}"
# Kubernetes operations (if applicable)
kubectl get pods -o wide | head -20
kubectl get services | head -10
CI/CD Pipeline Management
# Check pipeline status
grep -r "stage:" .gitlab-ci.yml 2>/dev/null
grep -r "jobs:" .github/workflows/*.yml 2>/dev/null | head -10
Operations Focus Areas
- Infrastructure: Servers, containers, orchestration
- Deployment: CI/CD pipelines, release management
- Monitoring: Logs, metrics, alerts
- Security: Access control, secrets management
- Performance: Resource optimization, scaling
- Reliability: Backup, recovery, high availability
Operations Categories
Infrastructure as Code
- Terraform configurations
- Ansible playbooks
- CloudFormation templates
- Kubernetes manifests
Monitoring & Observability
- Log aggregation setup
- Metrics collection
- Alert configuration
- Dashboard creation
Security Operations
- Secret rotation
- Access management
- Security scanning
- Compliance checks
Ops-Specific Todo Patterns
Infrastructure Tasks:
[Ops] Configure production deployment pipeline[Ops] Set up monitoring for new service[Ops] Implement auto-scaling rules
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 831 lines · 111 tokens per session scan A a22619459767
ops is an agent published in the GitHub repository bobmatnyc/mcp-browser (2 stars, last pushed 8mo ago), licensed MIT. It adds 111 tokens to every session and 5,374 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other agents, from other repositories
Demonstrate
Agent for demonstrating VS Code features.
playwright-test-generator
Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.
.NET-Notebook-Migration-Agent
Expert .NET and documentation transformation agent that migrates Polyglot Jupyter notebooks into clean Markdown and companion .NET sample code.
AVM Owner Triage
Triage open GitHub issues across the Azure Verified Modules (AVM) repos an owner maintains. Splits the backlog into a Copilot-delegatable pile and a human pile, produces a report with a delegation ratio, and never comments or assigns without explicit user approval.
Ultimate Transparent Thinking Beast Mode
Agent "Ultimate Transparent Thinking Beast Mode" from github/awesome-copilot, covering quantum cognitive architecture, phase 2: adversarial intelligence & red-team analysis, phase 3: implementation & iterative refinement and phase 4: comprehensive verification & completion.
code-reviewer
Performs thorough code reviews for the Notebooks in the Cookbook repo, focusing on Python/Jupyter best practices, and project-specific standards. Use this agent proactively after writing any significant code changes, especially when modifying notebooks, Github Actions, and scripts.