Turn MCP usage into revenue

Find the MCP workflows your customers value most and turn them into tools that drive credit usage, seat expansion, and plan upgrades.

Product opportunity110 customers chain multiple MCP tools to update their projects
Feature implementationNew MCP tool "project_update" allows customers to do the task 5x faster
Account expansionCustomers using the tool consume 3× more credits.
Revenue impactRevenue per seat increases 1.9x

For every SaaS company there is an opportunity to grow

Expand credits and upgrade existing customers

Credit consumptionIllustrative

Example #1

Sales reps search and enrich prospects. LSquare spots the pattern and turns it into the get_qualified_prospects MCP tool. Faster research helps reps reach more prospects and close more deals, increasing usage and prompting customers to buy more credits or upgrade their plans.

MCP toolget_qualified_prospects

Monetize a new persona with a new plan

Revenue per seatExample

Example #2

Developers use a design platform’s MCP to fetch designs and components. LSquare packages these requests into a single prepare_design_handoff MCP tool. One call delivers everything, reducing handoff time and code rework. The platform converts viewer seats into newly introduced Dev seats priced 3× higher.

MCP toolprepare_design_handoff

Convert free users into paid customers

Free-to-paid conversionIllustrative

Example #3

An analytics platform gives free users limited MCP analyses. Explaining a metric change requires separate queries by period, segment, and region. LSquare introduces explain_metric_change, cutting analysis time 10×. Teams investigate every KPI, hit the free limit, and become paying customers.

MCP toolexplain_metric_change

Get started in minutes

Installing LSquare SDK

Manual setup

Add the snippet

Place this before registering your MCP tools.

from lsquare import instrument

telemetry = instrument(mcp, server_id="my-server")

AI-assisted setup

Paste the prompt

Paste this into your AI editor to install and instrument the SDK.

Install the LSquare SDK and instrument my MCP server.

Run:
pip install lsquare

Then import instrument from lsquare and add it before registering tools. Use "my-server" as the server ID.

Python 3.10 or newerInstrument once before registering tools

Questions
& Answers

Who is LSquare for?

LSquare is for SaaS companies with a customer-facing MCP that monetize through usage, seats, or plan upgrades.

How do you find opportunities?

We model MCP traces as graphs of tool calls. We group similar traces based on what users are trying to accomplish and identify tools that are often used together. We then look at how common each pattern is across customers, how often it repeats, and infer the user intent behind each pattern. All these signals are transformed into new MCP tools to expand your revenue.

How does auto-implement work?

You only need to install our SDK once. LSquare automatically implements new MCP features as pull requests, so your team only needs to review and approve what ships.

How is LSquare different from MCP analytics?

Analytics tools show which MCP tools were called and what happened. LSquare tells you what to build next, builds and tests the workflow tool, and measures its impact on usage and revenue.

Make your next MCP tooldrive revenue growth

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