Developer Tools & Repos MCP Servers for Microsoft Copilot

Firebase PushID shape

FlatBuffers vtable shape, bytes discarded

Fletcher-32 hex length, input discarded

FNV-1 hex, input discarded

FNV-1a 64-bit hex, input discarded

FNV-1a hex, input discarded

Design spec + milestones AI coding agents read before building; drift flagged, changes reviewed.

Ask any GitHub repository a question. Get source-backed answers.

Review frontend code and live pages against 386 quality-gated web development rules.

GB18030 4-byte band, input discarded

GBK lead-byte band, bytes discarded

List, read, edit, and deploy your GenMB AI-generated apps from any MCP client.

Git SHA hex length, value discarded

Evidence-backed open-source project search, recommendations, alternatives, and comparisons.

Plain-English git via MCP: 22 tools to branch, commit, push, and tag. No git jargon.

GitHub gist id charset, value discarded

GitHub release tag URL shape, path discarded

GitHub topic slug charset, value discarded

GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)

Your coding agent asks the business logic of your repository and checks commits before they land

Glob pattern compile, pattern discarded