Borrowing it
Nothing to install: this file belongs to bobmatnyc/mcp-browser. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/bobmatnyc/mcp-browser/main/.claude/agents/ops.mdgit clone --depth 1 https://github.com/bobmatnyc/mcp-browserWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/bobmatnyc/mcp-browser/ops)<a href="https://agentmods.dev/agents/bobmatnyc/mcp-browser/ops"><img src="https://agentmods.dev/badge/agents/bobmatnyc/mcp-browser/ops/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/bobmatnyc/mcp-browser/ops"><img src="https://agentmods.dev/badge/agents/bobmatnyc/mcp-browser/ops.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What 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 5.1 | $0.00111 | $0.05374 |
| Opus 5.5 | $0.00044 | $0.02150 |
| Sonnet 5.5 | $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 2mo ago.
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.
- 2mo ago 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 10mo ago), licensed MIT. It adds 111 tokens to every session and 5,374 once invoked, about $0.0004 per session on Opus 5.5. 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.
ops compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| opsbobmatnyc/mcp-browser | Agent | 2 | 10mo ago | MIT | A | 111 | Claude Code |
| docs-specialistZaxbyHub/opencode-swarm | Agent | 518 | yesterday | MIT | A | 34 | Claude Code |
| atomic-auditordamusix/atomic-claude | Agent | 115 | 5d ago | MIT | A | 169 | Claude Code |
| seo-meta-optimizerechoVic/blade-code | Agent | 181 | 24d ago | MIT | A | 39 | Claude Code |
| python-proechoVic/blade-code | Agent | 181 | 24d ago | MIT | A | 51 | Claude Code |
| code-revieweropencue/cuecards | Agent | 7 | yesterday | MIT | A | 35 | Claude Code |
| evidence-cohort-teacherselftune-dev/selftune | Agent | 18 | 4d ago | MIT | A | 26 | Claude Code |