Amazon CloudWatch Application Signals vs cloudflare-deployment-observability
cloudflare-deployment-observability is no longer listed on any marketplace we read: these are its last known data, as of 2026‑11‑07.
Amazon CloudWatch Application Signals is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). cloudflare-deployment-observability is a plugin bundle for AI coding tools published by Grey Haven Studio. No marketplace we read lists it any more. As of our marketplace pass on 2026-11-10. 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 |  Amazon CloudWatch Application Signals | |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:873bf1023b30 Forks (GitHub): 1 867 Pulls (Docker Hub): 14 584 Stars (Docker Hub): 1 Stars (GitHub): 9 899 Not marked · First seen |
Not listed |
| Community marketplace greyhaven-ai/claude-code-config | Not listed | Removed on 2026-11-07 Version: 1.0.0 Forks (GitHub): 5 Stars (GitHub): 31 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 | Amazon CloudWatch Application Signals | cloudflare-deployment-observabilityno longer listed · |
|---|---|---|
| Marketplaces that list it (differs) | 1 | 0 |
| Stars (GitHub) (differs) | 9 899 | 31 |
| Pulls (Docker Hub) (differs) | 14 584 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 1 867 | 5 |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/cloudwatch-appsignals-mcp-server) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 13 | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 0 | Not published |
| Licence (differs) | Apache-2.0 | MIT |
| Repository (differs) | github.com/awslabs/mcp | github.com/greyhaven-ai/claude-code-config |
| Changes in the last 7 days (differs) | 0 | 2 |
| First seen (differs) | 2026-10-11 | 2026-10-20 |
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 cloudflare-deployment-observability
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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New Relic observability intelligence for Claude Code. Investigate APM performance, analyze cloud costs, debug Kubernetes, write NRQL queries, and respond to alerts — all from your…
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Fix production bugs with LogBrew error tracking, performance monitoring, logs, and product analytics. Connects the hosted LogBrew MCP server over OAuth and adds 4 skills: debug a…
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Real-time GitHub Actions observability: DORA Metrics, Cost Analysis, CI/CD Health dashboards.
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Give AI agents full access to the Harness.io platform — manage pipelines, deployments, cloud costs, chaos engineering, feature flags, SEI, and 125+ resource types through 11 MCP…
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Use Datadog directly in Copilot / VS Code through a preconfigured Datadog MCP server. Query logs, metrics, traces, dashboards, and more through natural conversation.
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Dynatrace observability skills: DQL query patterns, application and infrastructure monitoring, log analysis, problem investigation, and incident response workflows, with the…
What each says it does
Amazon CloudWatch Application Signals
Application performance monitoring and insights.
cloudflare-deployment-observability
Comprehensive observability for Cloudflare deployments with GitHub Actions CI/CD integration. Monitor deployment pipelines, track metrics, analyze logs, and receive alerts for Cloudflare Workers and Pages.
How to run each
Amazon CloudWatch Application Signals As a local MCP server: Docker image
claude mcp add --transport stdio awslabs-cloudwatch-appsignals -- docker run -i --rm mcp/cloudwatch-appsignals-mcp-servercloudflare-deployment-observability
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of cloudflare-deployment-observability publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of cloudflare-deployment-observability publish no settings it asks for, so we do not compare settings.
What it can do: Amazon CloudWatch Application Signals · What it can do: cloudflare-deployment-observability · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.