Mantle Agents

AI Agents give you a powerful sandbox where all your business data, tools, and even your codebase come together. Instead of jumping between dashboards, reports, and tools, you get agents that understand your entire app business and can help you get things done through natural conversation.

The result isn't just convenience—it's a fundamental shift in how you operate. Questions that used to require hours of data pulling become instant conversations. Analysis that would need a dedicated team becomes something any agent can do. Work that would fall through the cracks gets automated. The more you connect, the more powerful it gets.

The power of consolidation

Agents become transformative when everything is connected in one place:

Your customer data — Every customer, subscription, transaction, and event in Mantle becomes queryable through conversation. No more exports, no more one-off reports.

Your analytics — 50+ metrics available instantly. MRR breakdowns, churn analysis, cohort comparisons, attribution insights—ask and receive.

Your marketing tools — Create emails, build flows, segment audiences. All without leaving the conversation.

Your codebase — Give your agents deep understanding of what your app actually does. More on this below.

Your code, fully understood

When you connect your codebase, we don't just give the agent a simple file search. We index your entire codebase into a vectorized system that enables true semantic understanding. The agent can:

• Understand what your app actually does — Not just file names, but the logic, the data models, how features work together

• Answer questions about your product — "How does our billing retry logic work?" gets a real answer based on your actual code

• Connect customer feedback to code — "Customers are complaining about slow exports—where does that happen?" points to the exact implementation

• Write accurate documentation — Help articles based on how features actually work, not guesses

This transforms every revenue operation. When your support agent understands the code, it gives better answers. When your insights agent understands the product, its analysis has context. When you're debugging a customer issue, the agent can correlate their behavior with your implementation.

Connect via GitHub, GitLab, or upload a ZIP. Once indexed, your codebase becomes part of every conversation.

What you can connect

Mantle Tools

Built-in tools that give agents access to your Mantle data and capabilities:

• Core — Customers, subscriptions, plans, transactions, app events

• Metrics — 50+ analytics queries for MRR, churn, growth, and more

• Marketing — Email campaigns, flows, automations

• Affiliates — Affiliate program management, commissions, payouts

• Docs — Create and manage help center documentation

Rules

Add custom context files with guidelines, documentation, examples, or any other information that helps your agent understand your specific use case.

External MCPs

Connect external Model Context Protocols to bring in data from anywhere—your own APIs, third-party tools, internal systems. Your sandbox, your rules.

Codebases

Connect your app's codebase via GitHub, GitLab, or ZIP upload. We index it into a vectorized system for semantic search—your agent can understand your code at a deep level, not just keyword match against filenames.

What agents can do

With everything connected, your agents become genuinely transformative:

Customer intelligence

• "Who are my top 10 customers by LTV that installed in the last 90 days?"

• "Find customers on the Basic plan using more than 1000 API calls"

• "What's the average time from install to first subscription for customers from organic search?"

Revenue operations

• "Why did MRR drop this week? Break it down by churn, downgrades, and failed payments"

• "Compare conversion rates between my annual and monthly plans"

• "Show me expansion revenue trends for the last 6 months"

Marketing and growth

• "Draft a re-engagement email for customers who haven't used the app in 14 days"

• "Which traffic sources have the highest subscription conversion rate?"

• "Create a flow that sends a review request 7 days after a customer upgrades"

Support and documentation

• "Write a help article explaining how webhooks work based on our codebase"

• "What questions are customers asking that we don't have docs for?"

• "A customer says exports are slow—what does our export code do and where might it bottleneck?"

Product understanding

• "How does our rate limiting work? Show me the logic."

• "Which customers are using the feature we're deprecating?"

• "Explain our data model for subscriptions"

Getting started

Ready to create your first agent? Here's the quick version:

1. Go to Agents — Click Agents in your Mantle sidebar

2. Add an agent — Click "Add agent" and give it a name, handle, and mandate

3. Configure tools — Select which Mantle tools your agent can access

4. Connect your codebase — This is optional but highly recommended. The more context, the more powerful.

5. Start chatting — Your agent is ready. Ask it anything about your business.

Want the full walkthrough? Check out our step-by-step guides:

• What's in an agent — Understanding mandates, tools, rules, and more

• Creating your first agent — Build and configure your first AI agent

• Agent use cases — Real examples of agents in action

• Using agents in Flows — Add AI intelligence to your automations

This isn't incremental improvement—it's a new way of operating. The businesses that connect everything and let agents work across their entire operation will move faster than those still jumping between tabs and building one-off reports. Start with something simple, connect your codebase, and see what becomes possible.