# FinOps MCP servers, compared honestly. > Markdown twin of https://getnable.com/finops-mcp-comparison , which is the canonical page. Generated from its HTML, so the two cannot drift. > Index of this site: https://getnable.com/llms.txt A FinOps MCP server lets an AI assistant like Claude or Cursor query your real billing data, so you ask cost questions instead of building dashboards. But "MCP server" hides a real difference: some are standalone products, and some are API bridges to a platform you still have to buy. Here is the breakdown, including where the others beat us. Last updated: July 11, 2026 · maintained by the nable team, corrections welcome at chandan@nable.sh Read this first ## Not every FinOps MCP server is a product Listicles put them all in one bucket. In practice there are three kinds, and the kind determines what happens after you install it: whether you get an answer, or a login wall. Platform wrappers ### An MCP endpoint on a SaaS you still have to buy. Vantage MCP · Finout MCP The MCP server is a bridge to a hosted platform that already holds your billing data. Without an account, a contract, and your data ingested into their cloud, it answers nothing. The MCP is a feature of the platform, not a product you can adopt on its own. Single-cloud vendor tools ### Real and free, but one cloud by definition. AWS Billing MCP · GCP cost MCPs First-party wrappers over the vendor's own cost APIs, like Cost Explorer or the pricing catalog. Genuinely useful if your entire bill is one cloud. They will never read the other clouds, your SaaS spend, or AI token costs outside their own ecosystem. Standalone products ### The MCP server is the whole product. nable · lean OSS tools Installs locally, reads your clouds with your own credentials, and answers on day one with nothing upstream to buy or ingest. Small open-source servers do this for one narrow job. nable does it across clouds, SaaS and AI spend, with remediation. How to tell which kind you are looking at Can it answer a cost question with only your cloud credentials, or does it need an account on a paid platform first? Where does your billing data live while it works: on your machine, or in the vendor's cloud? Does it cover more than the vendor's own cloud? What sits between install and the first answer: one command, or a sales call and an ingest pipeline? The comparison ## Six servers, twelve dimensions Everything below is verifiable from each project's docs. The nable column is our product, so check our claims. Capability nable AWS Billing MCP Vantage MCP Finout MCP aws-finops (OSS) focus-mcp (OSS) Kind of thing it is standalone product vendor toolAWS only platform wrapper platform wrapper OSS tool OSS tool Runs on your machine yes yes yesserver is local, data lives in Vantage nohosted yes yes Cost data stays out of vendor hands yes yes no no yes yes Multi-cloud (AWS, Azure, GCP) yes AWS only yes yes AWS only yesvia FOCUS exports you set up AI and LLM token spend (OpenAI, Anthropic, Bedrock) yesper model, with caching and batching recommendations Bedrock only partialOpenAI as a cost provider no no no SaaS spend (Datadog, Snowflake, Stripe) yes no yes yes no no Works without a platform subscription yes yes noneeds a Vantage account noneeds a Finout contract yes yes Between install and the first answer one commanduvx nable, uses credentials already on your machine pip install + IAM setup Vantage account + API tokendata must already be in Vantage Finout contract + onboarding pip install + AWS credentials install + FOCUS exports you maintain Anomaly detection with Slack or Teams alerts yes, free tier via AWS Cost Anomaly Detection in the Vantage platform in the Finout platform no no Remediation: patches Terraform, opens the PR yes no no no no no Source code public yesopen source, Apache-2.0 yes yesthe MCP server; the platform is not no yes yes Price freeCommunity free · Enterprise custom (managed, always-on) free platform plans enterprise pricing free free Honest verdicts ## Where each one wins No tool wins everywhere. Pick by what you actually need. AWS Billing and Cost Management MCP ### You are AWS-only and want first-party. Built by AWS, free, and wired straight into Cost Explorer, Compute Optimizer, Budgets and Cost Anomaly Detection. If your whole bill is one AWS account and you do not need Azure, GCP, SaaS or non-Bedrock AI spend, start here. Vantage MCP ### You already pay for Vantage. If your cost data already lives in Vantage, their MCP server is the natural bridge: 20+ providers, mature platform, good docs. The trade is that your billing data sits in their SaaS and the MCP needs an account. Finout MCP ### You are an enterprise FinOps team on Finout. Finout's hosted MCP exposes their full platform with two-click setup. If procurement already signed the contract and a dedicated FinOps team runs it, the MCP is a strong add-on. It is not a starting point for a team without the platform. aws-finops-mcp-server and focus-mcp ### You want minimal open source for one job. Both are lean, free and local. aws-finops-mcp-server audits a single AWS account well. focus-mcp is the right call if you already maintain FOCUS billing exports and want vendor-neutral queries over them. nable ### You want all of it local, including the AI bill, without a contract. nable is the only one that is simultaneously multi-cloud, reads AI token spend across OpenAI, Anthropic and Bedrock, runs entirely on your machine with no vendor backend, and closes the loop by drafting the Terraform fix as a PR. Free for solo use. That intersection is the product. Where nable loses ### No AWS partner status, no enterprise chargeback. No first-party AWS support relationship. No enterprise platform features like chargeback workflows or 50-person FinOps team RBAC hierarchies. Smaller community than the AWS server. If those matter more than local-first and AI spend, pick accordingly. FAQ ## Common questions What is a FinOps MCP server? A FinOps MCP server is a Model Context Protocol server that gives an AI assistant like Claude, Cursor or Copilot direct access to cloud billing and usage data. Instead of opening a dashboard, you ask questions like "why did our bill go up this month" and the assistant queries real cost data to answer. What is the difference between an MCP wrapper and an MCP product? A wrapper is an MCP endpoint on an existing SaaS platform: it only answers if you have an account and your billing data is already ingested into the vendor's cloud. Vantage MCP and Finout MCP work this way. An MCP product is the tool itself: it installs locally, reads your clouds with your own credentials, and needs nothing upstream. nable and the small open-source servers work this way. The quickest test is whether it can answer a cost question with only your cloud credentials. Is the Vantage MCP server free? The server code is open source, but it is a bridge to the Vantage platform: it requires a Vantage account and an API token, and it reads cost data Vantage has already ingested into its SaaS. Without a Vantage plan it has nothing to answer from. The same applies to Finout's MCP, which also requires a platform contract. Which FinOps MCP servers run fully locally? nable, AWS Billing and Cost Management MCP, aws-finops-mcp-server and focus-mcp all run on your machine and query your cloud directly. Vantage's MCP server runs locally but reads from the Vantage SaaS, which holds your cost data. Finout's MCP is hosted. Can an MCP server track OpenAI and Anthropic token costs? nable tracks token spend per model across OpenAI, Anthropic, Amazon Bedrock and Azure OpenAI, and recommends fixes like prompt caching and batching. AWS's server covers Bedrock only. Vantage supports OpenAI as a cost provider. The open-source single-cloud servers do not read AI spend. Do I need a FinOps platform subscription to use an MCP server? Not necessarily. nable, AWS's server and the open-source options work with just your cloud credentials. Vantage and Finout MCP servers require an account on their platforms, because the MCP is a bridge to data those platforms already ingest. Is nable free? Yes. The Community tier is free with no credit card and no expiry: cost queries, anomaly detection, rightsizing, the agent team and every connector, all on your own machine. Enterprise adds managed single-tenant hosting with always-on monitoring, team dashboards, SSO and an SLA; contact us. Head-to-head Deeper one-on-one comparisons: [nable vs Vantage →](https://getnable.com/nable-vs-vantage) [nable vs CloudHealth →](https://getnable.com/nable-vs-cloudhealth) [nable vs Kubecost →](https://getnable.com/nable-vs-kubecost) Try the local-first one One command. Your credentials stay in your OS keychain. 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