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·Book a meeting ›
Teams building with Flowlines
01 · Live
Every session from Claude, ChatGPT, Cursor and more: who it is, what they want, and where they came from.
Explore MCP observability
12s
41s2mFlowlinesAPP#sales-intent
Buying intent · Northstar is evaluating 80 seats
02 · One session
Maya asked Claude to refund a duplicate charge. Six tool calls, 2.4 seconds, one slow call, and a question your sales team will want to hear.
Explore session analyticsClaude2.4 sNorthstar was charged twice for order 1932 in March. Find it and refund the duplicate.
get_customerNorthstar · cus_8KQ2118 mssearch_orders3 orders in March342 msget_orderord_1932 · €1,240205 mslist_paymentsSlow · paged twice601 msget_invoiceinv_0457 charged twice231 mscreate_refund€1,240 refunded702 msThanks. Could we roll this out to our 80-person finance team, with SSO?
Buying intent detected · 80 seats · SSO03 · Every session
Users, AI clients and use cases across every session. Maya’s refund joins the 19% of sessions about duplicate charges.
Explore user analytics0sessions
By client · sessions
04 · Business signals + real-time alerts
Watch buying intent, unmet needs, and custom behaviors in your MCP sessions. Send the finding to the team that can act.
Real-time delivery follows analysis. Or choose a daily or weekly digest.
Explore business KPIsWhat should Flowlines watch?
Interactive example · Synthetic data · Last 7 days
ALERTNotify #sales-intent when a user asks about pricing, seats or a security review
FlowlinesAPPafter 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
05From install to insight
Get it in front of users, let your coding agent instrument it, understand what happens, and act on it.
01
A path from your own website, and a place in the AI marketplaces.
Your website. Their favorite assistant. A compact button with starter prompts and a choice of assistant. The one on this page connects you to Flowlines.
A place in the marketplaces. Follow the listing guides to package and submit your MCP. Then understand the usage that reaches your server.
02
1. Connect Flowlines. Choose your assistant and the MCP setup prompt.
2. Run the skill on your repo. Your coding agent handles setup. You review the capture policy and approve the changes.
› Instrument my MCP
✓Review the server
✓Add instrumentation
✓Verify the first trace
03
3. Traces start flowing. Deploy as usual. See the users, requests, and journeys reaching your server.
search_customers → list_invoices27%get_charge → create_refund19%get_payment → get_events15%04
Buying intent to sales, needs to product, failures to engineering.
Real-time delivery follows analysis. Or choose a daily or weekly digest.
Whenbuying intent is detected→#sales-intent
FlowlinesAPPafter 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 sessionsView sessions ›
Prefer a manual setup? Read the plugin instructions ›
FAQ
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.
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.
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.
No. Our guides help you prepare your MCP for submission. Each marketplace sets its own requirements and decides which submissions it approves.
Keep your infrastructure monitoring, error tracking, and logs. Flowlines adds a view of MCP users, use cases, outcomes, and recurring problems.
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.
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.
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.
Connect Flowlines to your assistant. Instrument your server. Learn from your first sessions.
Start free Book a meeting ›See all plans ›