Your ops augmented by AI, under control inside your infrastructure.
Infrastructure, CI/CD, monitoring, automation. Specialized agents that diagnose, propose and — via MCP connector — act, always under human validation.
// CI/CD · Kubernetes · Monitoring · FinOps · SRE
Domains covered
15 domains across IT infrastructure and operations.
Specialized agents for every aspect of your operations.
ReadOnly by default. With an MCP connector, they move from advice to action — under human validation.
Incident Agent
Helps diagnose outages from the logs and metrics you provide: it correlates events, identifies the root cause and proposes a remediation. Reduces MTTR by guiding the operator step by step. With an MCP Monitoring connector: real-time diagnosis.
Deploy Agent
Guides deployment end to end: prerequisite validation, generation of manifests and configs, proposal of CI/CD commands and smoke tests to run. Compatible with Kubernetes, VMs and bare-metal. With an MCP CI/CD connector: automated pipeline execution and rollback.
FinOps Agent
Analyzes cloud costs from your cost exports. Identifies oversized resources, idle instances and missing reserved instances, and generates quantified optimization recommendations. With an MCP Cloud connector: continuous analysis.
Monitoring Agent
Proposes monitoring alert configuration and generates the config files. Recommends thresholds tailored to the system's real behavior, helps eliminate noise and makes sure critical incidents are covered. With an MCP Monitoring connector: direct application of the configurations.
Migration Agent
Builds a structured cloud migration plan: workload inventory, compatibility assessment, cost estimation, wave-based migration schedule and validation checklist.
The agent is already useful on its own. With an MCP connector, it becomes 10x more powerful.
Without an MCP connector
- Proposes the right configs and architectures
- Generates Terraform, Kubernetes and Ansible manifests
- Helps with diagnosis from the logs you provide
- Produces migration plans and checklists
With an MCP connector
- Reads monitoring metrics in real time
- Diagnoses incidents automatically
- Opens tickets and escalates in your ITSM
- Deploys and rolls back directly via the CI/CD pipeline
Connect to your infrastructure tools via the MCP protocol.
Each connector is configured and tailored to your environment. Integration on quote.
Concrete scenarios where OpsForge delivers immediate value.
Real-world situations from the daily life of infra and SRE teams.
Nighttime production incident
At 3 a.m., a Prometheus alert flags abnormal latency. The on-call operator provides the metrics to the Incident agent, which correlates CPU, memory and network, identifies a Kubernetes pod in OOMKill, proposes the fix and guides the on-call engineer to resolution. With an MCP Monitoring connector: automatic real-time diagnosis.
Cloud bill optimization
The FinOps agent analyzes 3 months of AWS consumption. It identifies 12 oversized EC2 instances, 8 orphaned EBS volumes, and recommends Savings Plans that would enable 30% in monthly savings.
On-premise to Azure migration
The Migration agent inventories 45 servers, assesses their cloud compatibility, proposes a breakdown into 4 migration waves, estimates Azure costs and generates the validation checklist for each wave.
Monitoring setup
The Monitoring agent generates the Prometheus + Grafana configuration files for a 20-node Kubernetes cluster. It proposes relevant alerts, generates the JSON dashboards and prepares the escalation rules toward PagerDuty. With an MCP connector: automatic deployment of the configurations.
Make your ops more reliable with OpsForge
Request a demonstration tailored to your infrastructure. Audit, on-premise installation, agent configuration for your context and custom MCP connectors.