cloudxray vs Costory FinOps MCP
cloudxray is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑15.
cloudxray is a plugin bundle for AI coding tools published by CloudXray AI. No marketplace we read lists it any more. Costory FinOps MCP is an MCP server published by costory.io. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-19. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |   Costory FinOps MCP | |
|---|---|---|
| Community marketplace cloudxrayai/cloudxray-ai | Removed on 2026-10-15 Version: 1.0.0 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.0.1 Forks (GitHub): 1 Stars (GitHub): 2 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | cloudxrayno longer listed · | Costory FinOps MCP |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 1 |
| Stars (GitHub) (differs) | 0 | 2 |
| Forks (GitHub) (differs) | 0 | 1 |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (cloudxray.ai/mcp) | Remote server (app-api.costory.io/mcp) |
| Transport | Streamable HTTP | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | 2 | Not a bundle |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/cloudxrayai/cloudxray-ai | github.com/costory-io/costory-finops-mcp-skills |
| Changes in the last 7 days (differs) | 4 | 0 |
| First seen (differs) | 2026-10-13 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 4 days ago, requires a key |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of cloudxray
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Search and compare 290+ FinOps and cloud cost vendors from the CloudXray AI directory.
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Prices what your coding agent is about to do before it runs: asks before costly launches and destroys, tracks AI spend, and answers cost questions across AWS, Azure, GCP…
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Multi-cloud cost, inventory and waste analysis over MCP: AWS, GCP, Cloudflare and OVH.
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Ask about AWS, Azure, GCP, OpenAI, Anthropic and Snowflake costs, budgets, and anomalies.
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Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
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Hosted MCP server for AWS cloud spend: service breakdowns, anomalies, savings and forecasts.
What each says it does
cloudxray
Search, compare and shortlist FinOps vendors from the CloudXray AI directory, with a guided vendor-selection skill
Costory FinOps MCP
FinOps agent MCP: allocated AWS, GCP, Azure, Kubernetes, SaaS & AI cost for Claude or any agent
How to run each
cloudxray
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Costory FinOps MCP As a remote MCP server
claude mcp add --transport http finops https://app-api.costory.io/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only Costory FinOps MCP has a remote endpoint we check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: cloudxray · What it can do: Costory FinOps MCP · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.