API design principles for the actual-mcp-server MCP tool surface (and REST/GraphQL in general). Use when adding or revising an MCP tool, reviewing tool schemas for consistency across the 74-tool set, or establishing tool-design standards. The general REST/GraphQL material is the reference; the project section maps it…
Analyse every GitHub fork of this repo, and every meaningful BRANCH within each fork, to find features and functionality the forks added that upstream does not have, as a source of ideas to implement. For each newly-identified idea it opens a gate-ready GitHub tracking ticket (crediting the origin fork and original…
End-to-end implementation pipeline for a GitHub issue in actual-mcp-server: gate the ticket to 10/10, implement it, validate, code-review it, and either fix findings inline or spin them into their own tickets, then commit + bump + push to develop. Use this whenever the user asks to implement, build out, do, work, or…