Apex Development

Generate and Review Salesforce Apex Code, Without Leaving Your AI Tool

Describe the Apex class, trigger, or fix you need in plain English. Cirra AI writes it, scores it against a best-practices rubric, and reviews existing code for issues, directly inside Claude, ChatGPT, Cursor, or any MCP-compatible client.

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Apex is the part of Salesforce customization that doesn't forgive guesswork. Governor limits, bulk-safety, test coverage thresholds, and SOQL-in-a-loop mistakes are the kind of errors that sail through code review in a sandbox and then fall over in production the moment real data volume hits. That's exactly where generic AI coding assistants struggle: they know general-purpose object-oriented syntax, but they don't natively reason about Salesforce's governor limits, sharing model, or the 75% test coverage requirement for deployment.

The result is a familiar failure mode. An AI tool writes Apex that compiles cleanly and even hits high test coverage numbers, but the tests don't assert anything meaningful, or the trigger wasn't written to bulkify correctly and breaks the first time someone imports 200 records at once. A green build isn't the same as safe code, and admins without a dedicated developer on hand often have no easy way to tell the difference until it's already broken.

Cirra AI closes that gap by generating and reviewing Apex with Salesforce-specific context, not generic language-model defaults, and scoring the result against a defined best-practices rubric rather than leaving quality to chance.

How It Works

How It Works

Cirra AI is a Salesforce Admin MCP Server. It connects any MCP-compatible AI tool, Claude, ChatGPT, Cursor, and others, directly to your Salesforce org, so the AI can read your org's structure and act on it, not just describe it.

1

Describe what you need

Tell your AI tool what the Apex should do in plain English: "Write a trigger that updates the Health Score field on Account whenever a related Opportunity closes," or "Review this class for bulkification issues."

2

Cirra AI generates or reviews the code

Cirra AI writes the class or trigger, or analyzes existing Apex, applying Salesforce-specific best practices: bulk-safe patterns, governor limit awareness, and proper test class structure.

3

Review, refine, and deploy

The generated code, and any issues found in a review, come back inside your AI tool. Ask for changes in plain language, then deploy through the same MCP connection once you're satisfied.

What You Can Build

What You Can Build

Cirra AI covers the Apex work that makes up most day-to-day admin and developer requests, from new code to reviews of what's already in your org.

Triggers

Respond to record changes, written with bulk-safe patterns from the first draft.

Apex classes

For custom business logic, including invocable methods for use in Flow.

Test classes

Structured to meet Salesforce's 75% coverage requirement, with meaningful assertions rather than coverage-only stubs.

Code reviews

Of existing Apex, with specific, actionable fixes rather than generic linting notes.

Refactors

Of legacy Apex into more current, maintainable patterns.

See It on Your Own Org

Connect Salesforce and generate your first Apex class in minutes. Free to start, no credit card required.

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Not Just Generation

Built-In Code Quality, Not Just Code Generation

Cirra AI's Apex capability is built on the sf-apex skill, which generates and reviews Apex against a defined scoring rubric covering current best practices: bulkification, governor limit safety, security patterns (like WITH USER_MODE and proper CRUD/FLS checks), and test class quality. That means the output isn't just syntactically valid Apex, it's Apex evaluated against a defined standard before you ever see it.

This matters most on the test-coverage side. Salesforce requires 75% code coverage to deploy, and it's easy for an AI (or a person, for that matter) to hit that number with tests that don't actually assert meaningful behavior. Cirra AI's scoring approach is built to catch that gap rather than optimize for the coverage percentage alone.

Generated and reviewed code runs through the same MCP connection as every other Cirra AI capability: Tooling API and Metadata API access, scoped to your connected user's existing Salesforce permissions, including any custom objects and fields that Apex reads or writes.

Governed by the Permissions You Already Have
Access Model
OAuth-Bounded
Cirra AI can only do what your connected user is already permitted to do in Salesforce. Apex touches the parts of an org that are hardest to unwind if something goes wrong, so the same governance model applies here as everywhere else in Cirra AI.
Access Controls
Granular
Four categories (Metadata, User Data, Personal Setup Data, Business Data), each independently set to None, Read Only, or Read and Write, enforced at the backend level. Apex falls under Metadata, so if you only want Cirra AI to read classes and triggers and never modify them, you can configure exactly that.
Change Log
Exportable Audit Trail
Every generated class, trigger, or applied fix is logged, so you have a reviewable record of what changed, when, and through which request.

Nothing deploys without your explicit approval in the conversation.

Compatibility

Works in the AI Tool You Already Use

Generate and review Apex from any MCP-compatible AI tool: Claude (Desktop, Code, Cowork), ChatGPT, Cursor, Gemini Enterprise, OpenAI Codex, or VS Code via GitHub Copilot. The same connection and governance model applies regardless of which client you're working in.

Claude
Desktop, Code, Cowork
ChatGPT
Web, Desktop
Cursor
IDE or Desktop
Gemini Enterprise
Custom MCP connector
OpenAI Codex
CLI
VS Code
via GitHub Copilot
Testimonials

What Admins Are Saying

Thomas Lopez, Sales Operations Manager at Harness, LinkedIn post describing how Cirra AI MCP with Claude built fields and validation rules and shipped a change set in under 15 minutes Scott Stafford, Senior Pre-Sales and AI Solutions Leader, LinkedIn comment noting that solutions like Cirra AI compress the build phase from weeks to days by automating configuration work Kuldip Hillyer, Founder / CEO at Kugamon, LinkedIn comment praising Cirra AI and noting he uses Claude and Cirra for his Salesforce and Kugamon day to day tasks
Lynda McKinney, Salesforce Administrator at BELAY, 5X Salesforce Certified, LinkedIn comment calling the Cirra AI MCP connection with Claude a game changer Peter Foster, Salesforce Strategist and 4X Salesforce Certified, LinkedIn post recommending Cirra AI for metadata search and taking actions in a Salesforce org
FAQ

Frequently Asked Questions

Can Cirra AI write Apex triggers, not just classes?
Yes. Cirra AI generates both Apex classes and triggers from a plain-English description, including bulk-safe trigger patterns.
Will the Apex code meet Salesforce's test coverage requirement?
Cirra AI generates test classes structured to meet the 75% coverage threshold Salesforce requires for deployment, with an emphasis on meaningful assertions rather than coverage-only stubs.
Can Cirra AI review Apex code I already have?
Yes. Describe what you want reviewed, and Cirra AI analyzes the existing code and returns specific issues and fixes.
Do I need a Salesforce developer to use this?
No. You describe the outcome you need in plain English. That said, reviewing generated code before deploying to production is still good practice, the same as it would be with a human-written first draft.
Does this replace a Salesforce developer?
No. Cirra AI handles routine Apex generation and review so your team spends less time on repetitive coding tasks. Complex, multi-object business logic still benefits from experienced developer judgment.
What Salesforce edition do I need?
Cirra AI supports Salesforce Enterprise Edition and up.

Write Apex That's Checked Before You Deploy It

Connect your org and watch your first class take shape as you describe it.

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