Head of Engineering
“Are we getting better or worse, and why?”
Your SRE score and delivery metrics against the previous period, with what moved them.
get_scorecard · get_engineering_healthEngineering Intelligence · over MCP
Your whole engineering estate. One conversation.
Insights watches your cloud, code, delivery and security tools around the clock. Connect your own AI agent to the Insights MCP server and ask it anything. You get current, evidence-based answers across your entire toolsuite.
- Works with
- Claude
- ChatGPT
- Cursor
- any MCP client
You
What are the five things I need to know this morning?
get_scorecard
get_security_digest
get_engineering_health
get_cost_summary
Agent
- Error budget: checkout-api is projected to run out on 18 Nov.
- Security: 12 new findings since the last digest, 3 of them critical.
- Delivery: PR cycle time is up from 4h to 19h this week.
- Cost: last month’s AWS bill rose 12%, driven mostly by EC2.
- Good news: CI failure rate is down from 7.4% to 1.2%.
Illustrative conversation with sample data. Tool names are the real Insights MCP tools.
Dashboards make you go looking. Insights lets you just ask.
How it works
Insights does the heavy lifting.
Your agent just asks.
01 · Your tools
- AWS
- GitHub
- GitLab
- Bitbucket
- Jira
- Linear
- SonarQube
- Prometheus
- LangSmith
Connect once with read-only access. Insights collects continuously in the background.
02 · Insights
- Collects & correlates
- Scores security, reliability & delivery
- Traces incidents back to the change
- Flags risky PRs before they merge
03 · Your agent
you.insights-online.com/mcp
Paste one URL into Claude, ChatGPT or Cursor. Sign in with Insights. Done.
27+ ready-made tools. Your agent picks the right ones, cross-checks them and answers with the evidence.
What to ask
Questions that used to take a meeting.
SRE & Platform
“What caused our last incident?”
Each incident traced to the deploy before it, then the PR and ticket behind that, and whether it was flagged before merging.
get_incidents · get_rcaDevelopers
“Is this PR safe to merge?”
A risk score with reasons: new security findings, files that caused past incidents, missing reviewers or tickets.
get_change_risk · get_learningSecurity
“Which findings can we actually fix today?”
Findings ranked by how fixable they are, not just by severity. Every one comes with the detail to act on.
get_top_fixable_findings · get_finding_detailFinOps
“Where are we wasting money on AWS?”
Idle NAT gateways, orphaned snapshots, unattached volumes and more, each with the exact fix.
get_cost_summary · get_cost_savingsDelivery Leads
“How are our projects progressing?”
Completion for each Jira project, plus the backlog problems to fix: unassigned, unestimated or stale work.
get_project_status · get_jira_hygieneSafe by design
Your agent gets answers.
Never your keys.
Insights only reads and reports. The MCP connection carries questions and answers and nothing else. Your cloud credentials stay with Insights, and your agent never sees them.
- Read-only, alwaysNo MCP tool can change your code, cloud or tickets.
- Sign in with InsightsOAuth 2.1 with PKCE. No tokens to paste for mainstream agents.
- Scoped to youYour agent sees exactly what you can see, and nothing more.
- Revocable & auditedEvery agent connection can be revoked at any time.
- Single-tenantYour own instance as SaaS, or hosted in your own environment.
- Your AI, your billYour agent does the reasoning on your existing AI subscription.
$130k+in avoided hiring at an APAC start-up
$2M+saved in one department of a global bank
15plugins live today, with more on the way
1 URLto connect your agent
More than an MCP
Prefer screens? It’s all there too.
Full web dashboards
SRE Scorecard, Security Index, cost, code quality and delivery views, with a built-in AI Assistant.
Explore the platform →Partners & white-label
Run Insights under your own brand across every customer estate you manage.
Partner deployments →SaaS or self-hosted
Single-tenant either way. Keep your data in your own environment if you need to.
Deployment options →
Stop compiling the status report.
Ask for it.
See Insights answering questions about a real engineering estate in a short live demo.