MCP analytics From usage to business signals

Distribute and monitor
your MCP on Claude and ChatGPT

See what people want, what works, and where they get stuck. Get alerts on buying intent, product needs, and the behaviors that matter to your business.

24M+ messages ingested· No card to start

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Explore MCP analytics with sample data

MYour MCPInteractive demo
New users397
Active users1,429
Top intentReconcile payouts
Sessions needing attention70

New users

Explore a bar
Day 1Day 7

Latest users

Built with privacy controls ↗OpenTelemetry-compatibleYou approve every changeTrust center ↗

Business signals + real-time alerts

Your next sale.
Your next feature. Your next fix.

Watch buying intent, unmet needs, and custom behaviors in your MCP sessions. Send the finding to the team that can act.
What should Flowlines watch?
05

Interactive example · Synthetic data · Last 7 days

Buying-intent incidence7.5%

18 of 240 sessions evaluated for buying intent

Spot commercial interest before someone fills out a form.

ALERTNotify #sales-intent when a user asks about pricing, seats or a security review

Flowlinesafter analysis · #sales-intent

A user at Northstar is evaluating 80 seats

Asked about the Pro plan, SSO, and rollout timing across 3 sessions this week.

ChatGPT · 3 sessions

Slack · Email · Webhook

Real-time delivery follows analysis. Or choose a daily or weekly digest. Explore business KPIs ›

Distribution

Get your MCP in front of users.

A path from your own website, and a place in the AI marketplaces.
Website button

Your website. Their favorite assistant.

Your MCP, one click closer

A compact button with starter prompts and a choice of assistant. The one on this page connects you to Flowlines.

Get a button for your MCP

How it works

Live in three steps.

1. Connect Flowlines

Choose your assistant and the MCP setup prompt.

› Instrument my MCP✓ Review the server✓ Add instrumentation✓ Verify the first trace

2. Run the skill on your repo

Your coding agent handles setup. You review the capture policy and approve the changes.

Receiving MCP activity

3. Traces start flowing

Deploy as usual. See the users, requests, and journeys reaching your server.

Prefer a manual setup? Read the plugin instructions ›

FAQ

Questions, answered.

What does Flowlines show for my MCP?

See who uses your server, which client they use, what they are trying to do, the tools they call, and where journeys get stuck. Open a session to understand the behavior behind the numbers.

Do I need to change my server?

Yes. The Flowlines plugin guides your coding agent through adding OpenTelemetry-compatible instrumentation to your MCP server. It reviews your repository first, and you approve what gets captured and the code changes.

Can Flowlines identify my users?

When your server supplies a stable user or account identity, Flowlines can group activity by that identity. Client attribution depends on the metadata your server receives. Anonymous traffic stays anonymous.

Does Flowlines guarantee a marketplace listing?

No. Our guides help you prepare your MCP for submission. Each marketplace sets its own requirements and decides which submissions it approves.

Does it replace Datadog, Sentry or Grafana?

Keep your infrastructure monitoring, error tracking, and logs. Flowlines adds a view of MCP users, use cases, outcomes, and recurring problems.

Can I get alerts about business signals, not just errors?

Yes. Configure notifications for buying intent, product needs and custom behavior signals. Choose real-time delivery after analysis or a daily or weekly digest, with Slack, email or webhook destinations. Detection depends on the context captured by your integration.

Can I monitor business KPIs with Flowlines?

Track adoption, evaluated outcomes, buying-intent incidence and product needs in analyzed activity. Use notifications for the underlying findings. These are not automatic revenue attribution or arbitrary threshold alerts on billing or CRM metrics.

What does it cost?

Install the plugin for free. The Free MCP observability plan includes 100 analyzed sessions per month with no credit card. Agent and coding-tool monitoring are priced separately from these MCP session plans. See MCP pricing ›

100 MCP sessions / month. Free.

Meet the people
using your MCP.

Connect Flowlines to your assistant. Instrument your server. Learn from your first sessions.

Book a meeting ›See all plans ›