17 Effective AI Prompts Using Zylo’s MCP

SaaS and AI data used to live behind a login, accessible only to the people who knew how to run the report. Zylo's MCP Server changes that. It puts Zylo's SaaS intelligence directly into the AI tools your team already uses, so any stakeholder can ask a question or take action, in plain language, and move real cost savings, cost avoidance, and compliance outcomes forward.

Below, we're sharing 17 prompts your team can put to work today, organized by the use cases they solve.

What Is the Zylo MCP Server?

Zylo's MCP Server securely connects your AI tool of choice — Claude, ChatGPT, Gemini, and more — to your Zylo data and Zylo's own SaaS management playbooks. As Colin Clark, senior solution consultant at Zylo, puts it: "It's really powerful. It gives you that 360-degree view of all your data, informs it with our best practices, and lets you make decisions and keep your environment up to date."

For the full breakdown of how it works, read Zylo MCP Server: SaaS Intelligence, Everywhere You Work.

Outcomes Blueprint, Powered by MCP

The Outcomes Blueprint is Zylo's framework that turns a decade of SaaS management expertise into repeatable strategy. MCP is what puts that strategy directly into your AI tool, matched to your live data in real time.

What the Outcomes Blueprint Is

The Blueprint starts with one objective: complete visibility and action across your software and AI portfolio, anchored by a centralized system of record. From there, it maps to three outcomes:

• Cost savings, through strategies like license waste reduction, renewal pricing negotiation, employee-expensed app reclamation, and application rationalization.
• Cost avoidance, through ongoing management of consumption-based and usage-driven spend before it becomes a budget problem.
• Compliance, through employee expense app prevention and governance controls that reduce security and audit risk.

Each strategy breaks down into specific steps, and each step is backed by detailed playbooks in Zylo's knowledge base.

How MCP Puts the Blueprint into Motion

Zylo MCP connects that blueprint directly to your AI tool. Instead of scheduling a call with your client success team to ask how to roll out a license reclamation program, you can ask your AI tool directly. It responds with the strategy, steps, and underlying playbook, matched to your live Zylo data.

Cory Wheeler, Zylo's co-founder and chief client officer, has described this as the moment a decade of best practice becomes something you can ask for by name and get back instantly, overlaid on your own numbers, rather than waiting on a follow-up meeting.

That combination—a decade of proven strategy plus your organization's data—is what turns a general-purpose AI tool into a system of action.

What Can You Do with Zylo MCP? 

With Zylo MCP, teams can ask natural-language questions and receive answers grounded in their SaaS data. And where permissions allow, act on that data without leaving the conversation. Zylo MCP capabilities fall into two categories:

• Read-only use cases ask a question and get an answer sourced from live Zylo data, without changing anything in the platform.
• Read-write use cases take the next step—creating a contract, updating a license count, reassigning an app owner, syncing data with another connected system—all from the same conversation.

SaaS & AI Spend Management Use Cases with Zylo MCP

IT, Software Asset Management, and Procurement teams use the Zylo MCP Server to:

• Improve data quality and reduce data debt
• Identify cost-savings opportunities
• Reduce procurement and contract risk
• Strengthen governance, security, and compliance
• Accelerate reporting and executive communication

Each of these maps to a strategy within Zylo's Outcomes Blueprint, giving you a natural-language way to put that strategy into action.

Improve Data Quality and Reduce Data Debt

Incomplete records, missing contracts, and inconsistent metadata create downstream challenges for reporting, optimization, governance, and renewals. Using Zylo MCP helps you identify and remediate data quality issues faster, improving the accuracy of your SaaS system of record.

According to Zylo's 2026 SaaS Management Index, the average organization now manages 305 applications and $55M in SaaS spend annually, up 8% year over year. At that scale, even small data quality issues multiply quickly across hundreds of records. Keeping that data clean and current is what keeps every downstream decision, from renewals to audits, grounded in something you can trust.

Identify Cost-Savings Opportunities

Many organizations know savings opportunities exist but struggle to find them quickly across hundreds of applications. Zylo MCP helps you surface optimization opportunities faster to reduce spend, eliminate waste, and drive the greatest financial impact.

Cost-savings opportunities are executed at the time of renewal, since that’s the only time you can change your contract. With an average of 211 renewals annually, organizations have 211 distinct opportunities to create value. Assuming half of spend is up for renewal, this equates to a $27.9M savings pipeline—actionable savings opportunities over the next 12 months. These opportunities fall across several core levers that regularly reveal waste, inefficiency, or misalignment.

In contrast, cost avoidance prevents unnecessary spending and is an ongoing process throughout the application’s lifecycle. On average, organizations waste $19.8M annually on unused SaaS licenses—per Zylo’s 2026 SaaS Management Index. Preventing that waste requires consistent license reclamation, which can then turn into a rightsizing opportunity at renewal, translating into actual cost savings.

Client spotlight: Adobe applied this same discipline across its software portfolio and achieved $60 million in cost savings and avoidance.

Reduce Procurement and Contract Risk

Renewals, true-ups, and consumption-based pricing models create financial risk when teams lack timely visibility into usage and license positions. Zylo MCP helps your Procurement and Finance teams improve budget accuracy, avoid surprise charges and unnecessary purchases, and strengthen negotiation leverage.

Each contract has a different renewal date and varies in complexity. While you can’t give them all equal attention, prioritizing your top-spend applications gives you a manageable starting point. Establishing renewal milestones and app-by-app negotiation strategy allows you to:

• Run a license reclamation workflow to inform rightsizing
• Make rationalization decisions, if necessary
• Prevent getting locked into a contract you planned to discontinue
• Collect price benchmarks to negotiate better pricing

Strengthen Governance, Security, and Compliance

As your SaaS and AI portfolio expands, governance risks become harder to identify manually. With Zylo MCP, your IT and Security teams can surface applications and behaviors that may introduce compliance, security, or procurement concerns. And take the right action to reduce security exposure, strengthen compliance efforts, and maintain greater control of your software portfolio.

Nearly half (46%) of applications in the average portfolio carry a "poor" or "low" Netskope risk score. Being able to quickly identify an application’s certifications speeds up the audit process and highlights potential compliance gaps your SAM team can address. 

Accelerate Reporting and Executive Communication

Building reports and business reviews often requires collecting data, formatting outputs, and translating findings into recommendations. Zylo MCP enables faster reporting so your team spends less time preparing information and more time driving decisions, alignment, and action.

Siroui Mushegian, CIO at Barracuda shared the value of executive reporting on the SaaSMe Unfiltered Podcast. “We would get healthier by the quarter. I was able to show the value of this initiative almost immediately.”

17 Example Prompts Using Zylo’s MCP Server

Improve Data Quality and Reduce Data Debt

Prompt #1: Find contracts with missing data

Type: read-only

Who uses it: SAM/ITAM and procurement teams

I'm the SaaS/IT Asset Manager keeping our contract repository audit-ready, and I need to close any gaps before they turn into missed renewals or audit findings. Look through my Zylo contracts and flag any that are missing key data — renewal date, contract owner, contract value, term length, or auto-renewal status. Group the results by which field is missing, and for each contract include the application name and current status, so I know exactly what to chase down first.

What Zylo MCP does:

• Provides a summary of key data gaps across the contract portfolio.
• Categorizes issues by type and risk level.
• Identifies records that may impact reporting, renewals, or governance activities.

Prompt #2: Find apps without contracts

Type: read-only

Who uses it: SAM/ITAM and procurement teams

I'm the SaaS/IT Asset Manager trying to close blind spots in our software portfolio, since any app we're paying for without a contract on file means we have no leverage at renewal and no visibility into what we actually agreed to. Look through Zylo and find applications that have spend or usage but no associated contract. For each one, include the application name, annual spend, number of users, and how long it's been active without a contract, so I can prioritize which ones to track down documentation for first.

What Zylo MCP does:

• Flags active software subscriptions operating without attached procurement agreements.
• Identifies potential governance and procurement gaps.
• Supports remediation by allowing teams to upload and process missing contracts through Contract Assist.

Prompt #3: Prioritize missing renewal alerts by financial risk

Type: read-only

Who uses it: SAM/ITAM and procurement teams

I am a software asset manager, and I need to find all applications and active contracts in Zylo that are missing renewal alerts. Please prioritize the results by financial spend risk (highest spend/contract value first), and group them into categories (e.g., high, medium, low risk) so I can quickly see which renewals need immediate attention to avoid unexpected auto-renewals.

What Zylo MCP does:

• Cross-references active contracts against configured renewal alerts.
• Prioritizes gaps by financial spend risk.
• Groups results into risk tiers so you know where to focus first.

Prompt #4: Assess utilization ahead of renewal to prioritize cost avoidance

Type: read-only

Who uses it: IT teams

I am an IT financial analyst, and I need to assess app utilization for Smartsheet to prioritize cost avoidance. Please combine the number of inactive users with our annual software spend for this application to calculate the exact estimated recoverable dollar value. I want detailed, hard data I can use to justify reallocating existing inactive licenses instead of purchasing new seats for departments requesting more access.

What Zylo MCP does:

• Applies Zylo's license cost avoidance playbook to a specific application.
• Quantifies recoverable licenses and the dollars tied to them.
• Surfaces the renewal timeline so you know how much runway you have to act.

Prompt #5: Create a contract and configure renewal alerts in one step

Type: read-write

Who uses it: SAM and Procurement teams

I've got a contract document ready for [app]. Read through it, create the contract record in Zylo with the key terms, and set up renewal alerts so we don't miss the next one.

What Zylo MCP does:

• Parses an uploaded or referenced contract document for key terms.
• Creates the contract record directly in Zylo.
• Configures renewal alerts in the same step, removing a round of manual entry.

Prompt #6: Reassign an application owner or update license counts

Type: read-write

Who uses it: IT and SAM teams

[App]'s owner just left the company. Reassign it to [new owner] in Zylo, and update the license count to reflect the seats we added last quarter.

What Zylo MCP does:

• Updates application ownership and license data directly in Zylo.
• Keeps governance records current without a manual ticket or platform login.
• Scales an action that used to mean touching every affected record by hand.

Prompt #7: Combine data sources and upload usage data

Type: read-write

Who uses it: IT and SAM teams

I've got a usage report for [app] plus install data from another tool. Combine them using email address as the unique identifier, and create a Usage Connect upload in Zylo.

What Zylo MCP does:

• Merges usage and install data from multiple sources into one reconciled dataset.
• Uploads the combined data as a Usage Connect record in Zylo.

Identify Cost-Savings Opportunities

Prompt #8: Find underutilized apps and licenses

Type: read-only

Who uses it: SAM and IT teams

I'm the SaaS/IT Asset Manager under pressure to cut waste before the next budget cycle, and unused licenses are the easiest money to recover since we're paying for seats nobody's touching. Look through Zylo and find applications and licenses with low or no usage over the last 90 days. For each one, include the application name, license count, number of active vs. inactive users, cost per license, and total dollars at risk, so I can build a reclaim list ranked by savings potential.

What Zylo MCP does:

• Cross-references user activity against assigned licenses.
• Identifies immediate reclamation opportunities.
• Prioritizes opportunities based on potential savings.

Prompt #9: Compare overlapping apps and recommend which to consolidate, with justification

Type: read-only

Who uses it: SAM and IT teams

I'm the SaaS/IT Asset Manager evaluating overlapping tools ahead of renewal season, and I suspect we're paying for more redundancy than we need. Compare [App A] and [App B] using usage, spend, and contract data, and recommend which one to consolidate around. Back up the recommendation with active user counts, cost per license, and contract terms for each, so I can bring a clear case to my leadership team.

What Zylo MCP does:

• Compares applications with overlapping functionality.
• Evaluates cost, usage, and contract data.
• Produces a recommendation for which application to retain.

Reduce Procurement and Contract Risk

Prompt #10: Forecast consumption spend for [app]

Type: read-only

Who uses it: IT, SAM, and FinOps teams

I'm the SaaS/IT Asset Manager building next year's budget, and consumption-based apps are the hardest to forecast since spend moves with usage instead of a fixed contract. Look through Zylo at applications billed on a consumption or usage basis, and using their spend trends over the past 12 months, project what each is likely to cost over the next two quarters. Flag any that are trending sharply upward, so I can get ahead of the conversation before the invoice does.

What Zylo MCP does:

• Analyzes consumption-based applications, such as consumption of your cost commitment and projects or teams driving costs.
• Projects future spend based on usage trends.
• Highlights applications at risk of budget overruns.

Prompt #11: Generate an effective license position for [app]

Type: read-only

Who uses it: SAM and procurement teams

I'm the SaaS/IT Asset Manager preparing for a renewal, and I need the full picture of what we own versus what we actually use, so I walk into that negotiation knowing exactly where we're overpaying. Pull together an effective license position for [app]: total licenses owned, licenses assigned, active users, and usage levels by tier or license type. Show me the gap between what we're licensed for and what we're using, and estimate the savings if we right-sized the contract at renewal.

What Zylo MCP does:

• Compares purchased licenses against actual usage.
• Establishes current licensing positions.
• Identifies optimization and true-up risks.

Prompt #12: Cross-reference contract data across connected systems

Type: read-only

Who uses it: SAM and procurement teams

I found an application with spend but no contract on file in Zylo, but I know we're paying for it. Check my contract repository and tell me if a contract already exists for [app] — and if so, pull the renewal date, term, and flag anything that doesn't match what's currently in Zylo.

What Zylo MCP does:

• Combines Zylo with other connected MCP servers, such as a contract repository, to close data gaps that span more than one system.
• Retrieves and summarizes key contract terms from a document Zylo doesn't have on file.
• Flags mismatches between the two sources, such as differing license counts.

Strengthen Governance, Security, and Compliance

Prompt #13: Keep a CMDB synced with Zylo as the source of truth.

Type: read-write

Who uses it: IT and SAM teams

Compare application ownership and spend category data between Zylo and [CMDB], and flag anything that's stale. Then use Zylo as the source of truth to update [CMDB].

What Zylo MCP does:

• Identifies data gaps and stale records between Zylo and a connected CMDB, such as ServiceNow.
• Uses Zylo as the source of truth to update fields like spend category or ownership in the other system.
• Keeps both platforms aligned without a dedicated integration project.

Prompt #14: Find employee expensed apps

Type: read-only

Who uses it: IT, SAM, and procurement teams

I'm the SaaS/IT Asset Manager trying to close the visibility gap on shadow IT, since apps employees expense on their own aren't vetted, aren't centrally managed, and can quietly become a security or compliance risk. Look through Zylo for applications being paid for through employee expense reports rather than a central contract. For each one, include the application name, total spend, number of employees expensing it, and how long it's been running this way, so I can decide which ones to bring under a managed contract.

What Zylo MCP does:

• Locates highly utilized application instances operating outside formal procurement processes.
• Identifies software purchased independently by employees.
• Surfaces potential shadow IT activity.

Prompt #15: Surface risky apps with low Netskope scores

Type: read-only

Who uses it: IT and SAM teams

I'm the SaaS/IT Asset Manager responsible for flagging security risk before it becomes an incident, and a low Netskope risk score on an app we're actively paying for is exactly the kind of thing that shouldn't sit unnoticed until an audit finds it. Look through Zylo for applications with low Netskope risk scores, and for each one include the score, application name, number of active users, department or owner, and annual spend, so I can prioritize which risky apps to review or shut down first.

What Zylo MCP does

• Combines Zylo application data with external security telemetry.
• Identifies potentially risky applications.
• Prioritizes software for review.

Accelerate Reporting and Executive Communication

Prompt #16: Format my SaaS spend and renewal data into a slide deck

Type: read-only

Who uses it: IT, SAM, and Procurement teams

I'm the SaaS/IT Asset Manager presenting our SaaS portfolio to leadership, and I need the numbers to land clearly in a room where most people won't dig into a spreadsheet. Take my current SaaS spend and upcoming renewal data from Zylo and lay it out as slide content: a summary of total spend, a breakdown by category or department, and a timeline of renewals in the next two quarters, each with a clear headline takeaway so the story is obvious even to someone skimming the deck.

What Zylo MCP does:

• Extracts and structures spend, renewal, and savings data.
• Formats information for presentation tools.
• Reduces manual reporting preparation.

Prompt #17: Write an optimization recommendation for [app] backed by usage and spend data

Type: read-only

Who uses it: IT and SAM teams

I am the SaaS program manager looking to save cost, and I need a written optimization recommendation for my next Miro renewal fully backed by usage and spend data. Pull the live usage metrics and current spend for Miro, and draft a clear, professionally written business case I can hand directly to stakeholders and executives for quick approval.

What Zylo MCP does:

• Generates a written optimization recommendation.
• Supports findings with actual spend and usage data.
• Creates stakeholder-ready business justification.

AI Can Accelerate Analysis. Humans Still Own Decisions.

AI can dramatically reduce the time required to analyze SaaS data, identify optimization opportunities, and surface operational risks. But faster analysis does not eliminate the need for human oversight.

Organizations are increasingly asking AI to support decisions related to software and AI spend management. Yet those decisions can have significant financial and operational consequences, making accountability essential.

When your team spends less time gathering information, they get more time to evaluate options and take action. 

SaaS Decisions Involve Tradeoffs AI Can't Fully Evaluate

AI can identify optimization opportunities, forecast costs, summarize renewal exposure, and surface governance risks in seconds. However, SaaS decisions often involve business considerations that extend beyond the available data.

With AI, your team understands what deserves attention. Meanwhile, human stakeholders remain responsible for evaluating tradeoffs, managing risk, aligning decisions to business priorities, and determining the appropriate course of action.

Ten Years of SaaS Expertise, One Conversation Away

MCP brings Zylo's SaaS intelligence into the AI tools your team already uses and a decade of proven playbooks along with it. Ask a question, close a data gap, or reassign an app owner without leaving the conversation in your LLM.

The 17 prompts above are just a starting point. Read-only use cases help you find data gaps, forecast spend, and flag risk. Read-write use cases let you create contracts, update license counts, and sync systems. Together, they point to the same outcome: faster, better-informed decisions on your SaaS and AI portfolio, with people still in control of making the calls.

Ready to put Zylo MCP to work? Learn more about Zylo's MCP Server or request a demo to see it live.