plainfra vs DoiT Cloud Intelligence MCP
DoiT shipped a beautiful MCP server that turns AWS into a plain-English conversation. They're right about the idea. You just shouldn't need an EDP contract and a USD $1,000-a-month Enhanced subscription to get it.
DoiT described the problem perfectly
From DoiT's own MCP server announcement, on why generic LLMs can't answer questions about your cloud:
"Even if you manually upload billing exports, explain your team's tagging structure, and walk through how your accounts are organized, you're still stuck crossing your fingers and hoping it understands the context. Most of the time, you get a half-useful answer that's either too generic or just wrong."
DoiT's answer to that problem is "subscribe to our FinOps platform first, then we'll have the context." plainfra's answer is simpler: we read your live AWS account directly, every time you ask. No billing exports, no tagging walkthrough, no fingers crossed.
Same idea. Different buyer.
| DoiT MCP | plainfra | |
|---|---|---|
| Monthly cost | Bundled into Enhanced tier from ~USD $1,000/month | From $79/month flat |
| Eligibility | Requires a DoiT subscription or reseller relationship | Any AWS account, no reseller contract |
| Where you ask questions | Bring your own MCP client, configure tokens, wire it into your editor | Hosted browser UI, sign in and ask |
| Data freshness | Pre-ingested billing cube refreshed on a schedule | Live read-only AWS API calls every time you ask |
| Scope of answers | FinOps focus - costs, invoices, anomalies, support tickets | Costs, security posture, operational state, compliance findings |
| Coverage | AWS, GCP, Azure plus SaaS data sources | AWS-focused depth, with weekly health reports |
| Reports | On-demand queries, dashboards inside the DoiT platform | Automated weekly health reports emailed to you |
| Access model | Read-only via DoiT's ingestion role | Read-only IAM role in your account, can never modify infrastructure |
| Setup time | Subscription, ingestion, MCP client install, token wiring | 3 minutes - sign up, deploy a CloudFormation template, ask |
| Contract | Subscription tied to your DoiT relationship | Month-to-month, cancel anytime |
| AI training policy | Governed by DoiT's terms | Never used for training |
| Best for | Enterprise customers already on a DoiT reseller contract who want a FinOps assistant inside their LLM client | Teams of 1 to 50 running AWS without a dedicated FinOps function or reseller |
DoiT is excellent if you're already on DoiT
DoiT Cloud Intelligence is a serious FinOps platform. The MCP server is a strong add-on for their existing customer base. It just isn't designed for everyone else.
DoiT MCP makes sense when you have...
- check An existing DoiT reseller or EDP relationship
- check A FinOps team that lives in dashboards and invoices
- check AWS spend large enough that ~USD $1,000/month is a rounding error
- check Engineers comfortable wiring up MCP clients and tokens
- check A real need for cross-cloud cost analysis (AWS, GCP, Azure, SaaS)
plainfra makes sense when you have...
- check AWS, but no reseller and no FinOps team
- check A small team where AWS is one of many responsibilities
- check Questions about security and operations, not just costs
- check A budget measured in tens or hundreds, not thousands per month
- check No appetite for installing MCP clients or wiring up tokens
What both tools agree on
DoiT shipping the MCP server is the clearest validation yet that plain-English queryable cloud is a real category. Both tools start from the same premise.
Plain-language queries
No SQL, no console clicks, no custom dashboards. Ask in English, get an answer in English, backed by your real data.
Read-only by design
Both tools look at your cloud, neither modifies it. No risk that an AI will accidentally restart production for you.
Surfaces what matters
Anomalies, top costs, weird configurations. Both pull signal out of cloud noise instead of dumping a dashboard on you.
Live AWS state, not last night's invoice
DoiT's MCP queries their pre-ingested billing data and a handful of cost-focused APIs (Reports, Anomalies, Cloud Incidents). That's powerful for FinOps, but it can't see what your AWS account looks like right now. plainfra makes live read-only API calls every time you ask, which means it can answer questions DoiT MCP structurally cannot.
"Are any of our S3 buckets public right now?"
A billing cube knows what S3 cost. It does not know which buckets are exposed.
"Show me unattached EBS volumes and unused Elastic IPs."
Idle resources rarely surface as named line items in a billing extract.
"Which IAM users have admin access?"
IAM policy state is not part of any FinOps cube.
"Are any security groups open to 0.0.0.0/0?"
Security posture lives in EC2 APIs, not in invoices.
"Did our RDS backups actually run last night?"
Backup state needs DescribeDBSnapshots, not billing data.
"Which RDS instances are unencrypted?"
Encryption state is a config attribute, not a cost attribute.
"Who deleted that production bucket on Tuesday?"
CloudTrail event lookups, not billing aggregates.
"Which EC2 instances have been idle for 7+ days?"
Needs CloudWatch metrics on the live instance, not a billing slice.
DoiT will tell you the cost shape of your cloud beautifully. plainfra will tell you the state of it.
What the DoiT path actually costs
DoiT MCP isn't sold as a standalone product - it's a feature of the Enhanced and Enterprise tiers. Here's a typical year-one shape.
DoiT Enhanced subscription
Starts ~USD $1,000/month, scales with cloud spend
Reseller margin on AWS spend
DoiT bills your AWS through them - margin baked into the invoice
MCP client setup time
Install, configure, distribute tokens to engineers
Year 1 floor
Subscription only, before reseller margin or setup time
plainfra Core (year 1)
Plain-English AWS, weekly reports, 1 AWS account, no reseller, no setup
DoiT figures are based on publicly stated pricing for the Enhanced tier and conversations with DoiT reseller representatives. Your actual DoiT pricing depends on your AWS commitment and contract structure.
Just ask your question
DoiT MCP turns your editor into a FinOps query interface. plainfra gives you a hosted conversation in your browser - no install, no tokens, no SaaS-vendor sprawl.
"Why did our AWS bill jump 40% this month?"
"Are any of our security groups open to the internet?"
"What EC2 instances are running and what do they cost?"
"Who has admin access to our production account?"
"Are our RDS backups actually running?"
"Do we have any S3 buckets that are publicly accessible?"
Common questions
Is plainfra a replacement for DoiT Cloud Intelligence?
Not if you're an existing DoiT customer using their full FinOps platform. DoiT is a comprehensive FinOps and reseller platform with billing, support, anomaly detection, and a Customer Reliability Engineering team. plainfra focuses specifically on letting anyone ask plain-English questions about their AWS infrastructure, with live read-only API access and weekly health reports - no reseller relationship, no EDP contract, no Enhanced tier required.
Can plainfra do everything the DoiT MCP server does?
No. DoiT MCP queries their pre-ingested cost cube and ties cost data to your invoice and DoiT support engineers. plainfra makes live read-only AWS API calls into your own account, which means it can answer questions about current state, security posture, and operational issues - not just billing. Different shapes, different price points.
Why is DoiT MCP more expensive?
DoiT MCP isn't sold standalone. It's bundled into Enhanced and Enterprise support tiers, which start around USD $1,000 per month. That price covers the full DoiT Cloud Intelligence platform, human Customer Reliability Engineering support, and a reseller relationship for your AWS spend. plainfra is a focused product, sold direct, with no support contract bundled in - which is why the pricing looks very different.
Do I need to set up an MCP client to use plainfra?
No. plainfra is a hosted web app. You sign up, deploy a small read-only role into your AWS account, and start asking questions in your browser. There is no MCP client to install, no API token to wire up, and no editor configuration.
Live API calls vs DoiT's pre-ingested data - why does that matter?
DoiT's MCP queries data they've already ingested from your cloud and SaaS providers. That's powerful for cost analysis, but it lags reality - you're looking at yesterday's billing extract, not the current state of your account. plainfra calls AWS APIs live every time you ask. If you ask "is bucket X public right now?" you get the answer for right now, not last night.
Is my data used to train AI models?
No. Your infrastructure data, queries, and reports are never used to train AI models. What happens in your account stays in your account.
Plain English for your AWS.
Without the EDP contract.
Start your free trial today. Connect your AWS account in 3 minutes and ask your first question. No reseller, no MCP setup, no thousand-a-month minimum.
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