개발자 도구

FinOps assistant: query AWS, GCP and Azure cost, commitments, budgets and reports.

Breaking changes between two versions: npm, PyPI, GitHub Actions, Helm, Terraform, crates.io, Go.

Search 600+ Docker/Portainer app templates and prepare a local deploy plan.

Read-only GitHub trending data: top repos by stars gained today, this week or this month.

Find missing translations in your app, propose texts and publish and deploy them to your CDN.

Deploy, roll back, read logs and manage apps, databases and backups on your self-hosted Tugport.

Deploy and run web apps, APIs and databases on Light Cloud from your AI agent.

Dependency picker for coding agents: recommends, compares and scores GitHub repos with a verdict.

Read-only tools: App Store customer reviews and Docker Hub repo metadata.

Read-only git statistics for a local repository: log, blame ownership, churn, authors, large files.

Query a precomputed code graph (nodes, edges, summaries) of TS/JS/React/Next.js/Node repos via MCP.

RAM-only HTTP debugging proxy and MCP server in Go. AI agents see salted tags, never secrets.

Agent MCP: 18 tools — GitHub/HF/npm/PyPI/HN trends plus 17 web tools for coding agents.

Competitor monitoring for AI agents: track rival pricing, docs and changelog changes with evidence.

Deploy websites, apps, agents and MCP servers from Claude Code or Codex. OAuth, runs in Taiwan.

Desktop MCP workspace for AI agents: file edits, commands, Git status, resumable history sessions.

Put AI-built apps online from GitHub: deploy, check status, read logs and set env vars.

Live internet status, security incidents, and dependency and GitHub repo checks. No key.

Local git operations over MCP: status, diff, log, branches and commits.

Homelab: Nginx Proxy Manager, Docker and Cloudflare DNS, with approval for every change.

Your coding agent writes the user docs from your codebase, screenshots included.

Descriptive statistics, correlation and linear regression for numeric samples - fully local.

AWS, Azure and GCP architecture diagrams with official icons, reviews, Terraform and GCP import

Read your Edgible applications, devices, deploy status and logs, signed in as you.