개발자 도구

Ask a codebase a question, get back the source that answers it — every block cited to file:line.

Read-only project status: strict and weighted completion, each claim held to git.

Ranks new GitHub issues for your AI assistant: what to pick up, what may break your projects.

Read-only VMware vCenter/ESXi monitoring, 33 MCP tools; vSphere calls allowlist-gated in tests.

Lets your AI find open-source tools on GitHub and install them as sandboxed MCP tools.

Compare cloud and AI model pricing across AWS, Azure, GCP, Oracle, DigitalOcean and more.

Zones, DNS, cache purge, Workers, KV, and R2 through the Cloudflare API.

GitHub Copilot MCP: code, repo, PR, workflow tools for AI assistants.

Docker Hub MCP — wraps the Docker Hub v2 API (free, no auth required for public data)

FHWA, Highway Performance Monitoring System (HPMS): annual average daily traffic (AADT) per…

Scan a public GitHub repo, explain risks, get fix prompts and rescan to confirm fixes.

Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-response playbooks.

Strapi codebase intelligence for AI agents (not content CRUD): real UIDs, schemas, refs, refactors.

Deploy and manage apps on your own AppCrane instance, the self-hosted PaaS for AI-built apps.

Page change monitoring, sitemap discovery, prompt-injection screening, clean markdown. Free preview.

Hot-reload for MCP servers + mount any community server mid-session, Docker optional. No restarts.

Manage PHP apps on your own Ubuntu servers: deploy, roll back and inspect Laravel and WordPress

Deploy and run apps in your own AWS, Google Cloud, Azure or DigitalOcean account from any AI agent.

Ask about AWS, Azure, GCP, OpenAI, Anthropic and Snowflake costs, budgets, and anomalies.

Read DeepWiki repository wikis and ask questions about public GitHub repos.

Official Sevalla MCP: deploy, debug and manage apps, static sites and databases.

Query OTel traces across Jaeger, Tempo, Traceloop, Datadog, Sentry, X-Ray, New Relic, Honeycomb.

Zero-dependency Cloudflare Worker gateway turning websites and REST APIs into MCP tools.

Create static websites and deploy HTML, CSS and JS to a live HTTPS link from your AI agent.