excalidraw-diagram-design
Guide for structuring graph input (nodes and edges) for the Excalidraw Architect MCP tool to produce clean, readable diagrams. Use when generating architecture diagrams, flow diagrams, or any visual diagram via create_diagram or mermaid_to_excalidraw.
slim-changelog
Create and maintain human-readable changelogs for software projects using Keep a Changelog standards. Use when creating project changelogs, documenting releases, managing version history, or establishing transparent communication about software changes for users and contributors.
usage-board-refactor
Use when refactoring or cleaning the usage-board project, especially to remove unused functions/constants including unused exports, reduce repeated logic without adding trivial wrapper functions, improve readability, and preserve token/cost/session data accuracy. Applies to Vue, Nuxt, shared analytics utilities, websocket module loading, and dashboard aggregation code in this repository.
Io.Github.TickTockBent/Charlotte
Renders web pages into structured, agent-readable representations using headless Chromium.
code-modernization
Instructions for modernizing and refactoring existing C# / VB.NET code files. Use when asked to refactor, modernize, clean up, review, or improve existing source files in this repository. Covers upgrading to C# 14 / .NET 10 idioms, comment quality, spelling and grammar fixes, XML documentation, and readability improvements.
Io.Github.J0hanz/Superfetch
Intelligent web content fetcher MCP server that converts HTML to clean, AI-readable JSONL format
display
Expose the organized knowledge base through a readable frontend experience. Use when a user wants to browse the knowledge base visually as a lightweight site instead of reading raw Markdown files directly. Supports building viewers for specific data paths (e.g., individual books) or the entire knowledge base.
<human-readable title>
> Partial OpenSpec alignment: status enum + RFC 2119 keywords. Does not use ADDED/MODIFIED/REMOVED delta markers. Full alignment deferred until /visual-spec consumption validates need.
Gigaxity Deep Research
A skill-format reference for any agent (Claude Code, Codex, Cursor, Hermes, plain-MCP) calling this server. For human-readable installation instructions, see [README.md](README.md). For harness-agnostic routing logic and the pasteable instruction block (drop into your harness's global `CLAUDE.md` /
content-portability
Export WordPress pages, posts, and custom posts to portable local packages with builder data, media, and human-readable markdown. Import to another site with smart ID remapping. Auto-backup before AI edits. Use when user says "export my site", "backup my pages", "migrate content", "download my content", or "content portability".
Connectivity Index
Machine-readable FCC pre-diligence corpus for multifamily broadband infrastructure scenarios.
Io.Github.Base76 Research Lab/Conductor Graph Mcp
Exposes a CognOS agent system as a machine-readable graph. Full system snapshot with one tool call.
architecture-quality
Keep web applications, APIs and services readable as they grow: choose feature or domain seams, assign state ownership, enforce dependency direction, keep adapters thin, and verify file shape. Use when starting or extending a web app, backend, frontend, API or multi-page product; when a change makes a module hard to read; when architecture review finds a god file, cross-feature imports, a circular dependency or a framework-heavy domain. Load architecture-first first for a new system, and refactoring-safely for an existing oversized module. Do not use for a one-file script, throwaway spike or a purely local naming change.
chat-compactor
Generate structured session summaries optimized for future AI agent consumption. Use when (1) ending a coding/debugging session, (2) user says "compact", "summarize session", "save context", or "wrap up", (3) context window is getting long and continuity matters, (4) before switching tasks or taking a break. Produces machine-readable handoff documents that let the next session start fluently without re-explaining.
conventional-commits
Conventional Commits specification for consistent, machine-readable git commit messages. Use when crafting commit messages, enforcing commitlint rules, or generating changelogs/releases.
spicesharp-circuit-design
Structured R&D problem-solving with test-driven verification for designing analog circuits using SpiceSharp and SpiceSharpParser that produces human-readable reports, netlist and tests and maintains a global backlog of active designs.
framework-builder
Build reusable agent-readable frameworks from any domain expertise. Use when someone says "systematize this," "turn this into a repeatable process," "build a framework for," "create a skill for," "I keep doing the same thing," or "make this predictable." Produces a complete five-layer framework in markdown that agents and humans can follow to get consistent results. Works across any industry or domain. Created by Mike Goetz at RageDesigner (ragedesigner.com) who has built 600+ frameworks across industries from federal contracting to medical advocacy to comedy development using this methodology since 2024.
Skill: odoo-theme-fix
TRIGGER: User shares a screenshot of an Odoo page and asks for visual fixes, theming improvements, or readability changes.
Fetch URL MCP Server
A web content fetcher MCP server that converts HTML to clean, AI and human readable markdown.
code-review-csharp
Perform structured code reviews of C# source code covering naming conventions, performance, security, readability, and .NET best practices. Trigger phrases include "review this C# code", "check my C# for best practices", "analyze this C# class", "find issues in my C# code".