MCP Server Scan — July 16, 2026¶
Sources: mcpservers.org (sitemap extraction) Date: July 16, 2026 Previous scan: July 15, 2026 (evening supplement — 7 servers from mcp.so)
Methodology¶
mcpservers.org sitemap extraction — filtered for servers with lastmod >= 2026-07-16 across all 5 sitemap files. mcp.so is JS-rendered (SolidJS) in cron environment and was not scanned this cycle (deferred until Firecrawl/Playwright available in cron).
New Since July 15 Evening Scan: 7 servers, 4 guides created¶
Guide-Worthy (Business-Relevant)¶
| Server | Source | Stars | Description | Guide |
|---|---|---|---|---|
| Kubernetes MCP Server ★ | mcpservers.org | 1,814★ | MCP server for Kubernetes and OpenShift. Native binary, npm/Python/Docker. Manage clusters, pods, deployments, configs via MCP. | Guide |
| Devopness ★ | mcpservers.org | 434★ | AI DevOps on your cloud. Deploy apps, infra and CI/CD. Any cloud/stack, one MCP. Deterministic API. No cloud credentials in AI chats. Free plan. | Guide |
| Superserve ★ | mcpservers.org | 413★ | Sandbox infrastructure for AI Agents — create and control isolated cloud sandboxes via MCP. | Guide |
| Agent360 Browser MCP ★ | mcpservers.org | 22★ | Drive real logged-in Chrome from AI agents. Reads emailed login codes from Gmail, solves CAPTCHAs, 34 tools. MIT, local-only. Works where headless dies. | Guide |
INDEX-ONLY (Niche or Developer-Focused)¶
| Server | Source | Description |
|---|---|---|
| Google GenAI Toolbox | mcpservers.org | Official Google MCP server for databases. Listed as "Official Toolbox For Databases MCP Server" on mcpservers.org. GitHub repo not publicly verifiable — may be internal or upcoming release. |
| Semiotic | mcpservers.org | React data visualization library (2,685★). Charts, maps, network visualization. Developer library, not business-operator MCP. |
| Quokkapix MCP | mcpservers.org | Private browser image workflows for AI agents (0★). Local-first image processing. Very early stage, narrow scope. |
Trends¶
-
DevOps MCPs accelerating: Kubernetes MCP (1,814★) and Devopness (434★) both appeared the same day — signaling DevOps/infrastructure automation as a maturing MCP category. These join the cloud sandbox MCP (Superserve) to form a cluster of infrastructure-as-tool for AI agents.
-
Browser automation diversifying: Agent360 Browser MCP (22★) takes a different approach from headless — real logged-in Chrome with Gmail OTP reading and CAPTCHA solving. Competitive to browser-use (97K★ Python library) but MCP-native.
-
Google entering MCP ecosystem: The Google GenAI Toolbox listing suggests Google is building official MCP servers. Even if the repo isn't public yet, the listing on mcpservers.org under
googleapis/signals intent. -
Volume steady: 7 new servers/day consistent with the ~10-15/day observed in prior scans (~9,800 total on mcpservers.org).
Actions Taken¶
- 4 integration guides drafted for business-relevant servers
- 3 servers indexed (too niche or unverifiable for full guides)
- Scan methodology: mcpservers.org sitemap extraction, mcp.so deferred
- index.md updated with all new entries
Next scan: July 17, 2026. Continue dual-source approach when mcp.so is scannable.