Io.Github.Ref Tools/Ref Tools Mcp

Token efficient search for coding agents over public and private documentation.

Io.Github.Aitorgarcia21/Ifg Tax

International tax research — 213 jurisdictions, 500K+ legal documents.

docx-format-replicator

Extract formatting from existing Word documents and generate new documents with the same format but different content. Use this skill when users need to create multiple documents with consistent formatting, replicate document templates, or maintain corporate document standards across different content.

Google Docs

Allow AI systems to read and edit Google Docs.

SharePoint MCP Server

MCP server for Microsoft SharePoint — manage folders, documents, and metadata.

Io.Github.RoleModel/Optics Mcp

MCP Server for Optics Design System documentation and token usage.

Release Management Skill

Comprehensive release management workflow for TermIDE project that ensures code quality, version consistency, and proper changelog documentation before creating releases.

AndroJack MCP

Android engineering MCP server with verified documentation grounding and AI validation tools.

PFC - ITASCA Discrete Element Simulation

Give AI agents full access to ITASCA PFC - documentation, simulation, and plot capture.

code-docs-align

Use when the user says '/code-docs-align', 'check if docs match code', 'verify docstrings', 'find stale comments', 'audit TODOs', 'check ref-doc accuracy', 'documentation accuracy', or wants to verify that documentation, docstrings, comments, and ref-docs actually reflect the current state of the code. This skill bridges /code-audit (code quality) and docs-assess (doc coverage) by checking ACCURACY — do the docs match what the code actually does?

add-adr

Create a new Architecture Decision Record in .context/decisions/. Use when documenting an architectural decision.

typst-grammar-authoring

Use when authoring or validating Typst documents from canonical grammar examples, especially when you need compile, HTML, or SVG-based validation workflows.

Goog.Workspace Developer/Developer Tools

Provides tools for searching Google Workspace documentation and much more.

Guidelines: Skill Documents

apidocs

API documentation generation, OpenAPI/Swagger specs, contract-first development, interactive docs. Use when user mentions API docs, Swagger, OpenAPI, API reference, Redoc, API specification.

changelog-maintenance

Use when asked to update the changelog, document version changes, prepare a release, or add entries for recent work. Handles CHANGELOG.md updates following Keep a Changelog format and Semantic Versioning. Do NOT use for committing (use git-commit) or creating release notes outside CHANGELOG.md.

Craft

Access and edit your Craft documents.

Docs Mcp

Provides Vaadin Documentation and help with development tasks

sift-kg: AI Second Brain

The knowledge graph is your persistent, structured memory of the user's world — entities, relationships, communities, and how they all connect. It is built from the user's documents and persists across sessions.

repo-source-code-document

Write JSDoc comments and inline documentation for Valibot library source code in /library/src/. Use when documenting schemas, actions, methods, or utilities. Covers interface documentation, function overloads, purity annotations, inline comment patterns, and terminology consistency.

Transkribus

MCP server for the Transkribus REST API — collections, documents, HTR/OCR, and models.

adeu-redlining

Use this skill for reviewing, editing, or negotiating existing Word documents (.docx) where "Track Changes" or precise redlining is required. Use it to propose edits, accept/reject changes, or reply to comments. Do NOT use for creating new blank documents from scratch (use docx skill for that).

Augments Mcp Server

Augments MCP Server - A comprehensive framework documentation provider for Claude Code

Theorist

You maintain a per-repo narrative document at `THEORY.MD` that captures the operating theory of the work being done. This is not a plan, not a log, not a task list. It is a living essay that describes *why* the work exists, *what* the systematic strategy is, and *how* the current approach connects t

llm-docs-optimizer

Optimize documentation for AI coding assistants and LLMs. Improves docs for Claude, Copilot, and other AI tools through c7score optimization, llms.txt generation, question-driven restructuring, and automated quality scoring. Use when asked to improve, optimize, or enhance documentation for AI assistants, LLMs, c7score, Context7, or when creating llms.txt files. Also use for documentation quality analysis, README optimization, or ensuring docs follow best practices for LLM retrieval systems.

create-changeset

Create changesets for the ledger-live monorepo using @changesets/cli. Use when the user asks to add a changeset, prepare a release, or document package changes for a PR.

configuring-agent-brain

Installation and configuration skill for Agent Brain document search system. Use when asked to "install agent brain", "setup agent brain", "configure agent brain", "setting up document search", "installing agent-brain packages", "configuring API keys", "initializing project for search", "troubleshooting agent brain", "pip install agent-brain", "agent brain not working", "agent brain setup error", "configure embeddings provider", "setup ollama for agent brain", or "agent brain environment variables". Covers package installation, provider configuration, project initialization, and server management.

qmd

Search markdown knowledge bases, notes, and documentation using QMD. Use when users ask to search notes, find documents, or look up information.

build-docs

Build documentation packages from configs. Downloads docs, filters with AI, generates SKILL.md. Use when setting up or updating local documentation.

add-documentation

Generate JSDoc/docstrings for functions

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.

Outline MCP Server

Connect AI assistants to Outline for document search, reading, and management

document-project

Generate comprehensive, professional project documentation structures including README, ARCHITECTURE, USER_GUIDE, DEVELOPER_GUIDE, and CONTRIBUTING files. Use when the user requests project documentation creation, asks to "document a project", needs standard documentation files, or wants to set up docs for a new repository. Adapts to Python/Go projects and OpenSource/internal contexts.

Io.Github.Guidance Ai/Guidance Lark Mcp

Validate and test llguidance grammars with batch testing and documentation

powerforge-docs-builder

Build and maintain PSPublishModule/PowerForge documentation pipelines, including generated cmdlet docs, external help XML, and about-topic source workflows.

arxiv-doc-builder

Automatically convert arXiv papers to well-structured Markdown documentation. Invoke with an arXiv ID to fetch materials (LaTeX source or PDF), convert to Markdown, and generate implementation-ready reference documentation with preserved mathematics and section structure.

hype

Write and maintain documentation using the Hype content generation tool with dynamic code execution, snippets, and includes

ADR Review Panel

This skill runs a panel of specialist reviewer subagents over an Architectural Decision Record (ADR) and produces a consolidated report in two formats: a PDF document and a PPTX slide deck.

Session manager for Claude Code with automatic documentation and artifact tracking

Android Reverse Engineering

Decompile Android APK, XAPK, JAR, and AAR files using jadx and Fernflower/Vineflower, trace call flows through application code and libraries, produce structured documentation of extracted APIs, and escalate to runtime analysis only after static triage shows that it is needed. Two decompiler engines

Breaking Package Migration Pattern

**Status:** Documented from httpgenerator dependency refresh **Applicable To:** Any major NuGet package upgrade with breaking API changes **Example:** Microsoft.OpenApi 1.6.28 → 3.3.1

loro

Comprehensive guide for using Loro across document modeling, synchronization, versioning, rich text editors, app-state mirroring, performance tradeoffs, and wasm bindings. Use when Codex needs to work with `loro-crdt`, `loro`, `loro-prosemirror`, `loro-mirror`, or `crates/loro-wasm` for: (1) Choosing CRDT container types and document structure, (2) Designing sync, persistence, checkout, or history workflows, (3) Integrating rich-text editors and stable selections, (4) Mirroring app state with schemas and React, (5) Reasoning about versions, events, import status, or Inspector output, or (6) Maintaining the WASM binding layer.

Io.Github.MusaddiqueHussainLabs/Mhlabs Mcp Tools

An MCP server that provides text preprocessing, NLP components, and document analysis

Io.Github.Cc1988cc/Fabrx

MCP server for Fabrx - Build APIs from documents in your IDE

segment-create

Full scaffolding workflow for creating a new Oh My Posh segment. Invoke when asked to add a new segment: generates the Go source, registers the type, creates documentation, updates the sidebar and JSON schema.

Web Document Creator Skill

这个技能通过结合 Chrome DevTools MCP 和 Python 辅助脚本，实现对指定网址的深度探索与文档化。

analyze-with-file

Interactive collaborative analysis with documented discussions, inline exploration, and evolving understanding. Serial execution with no agent delegation.

admin-gui

Documentation of the HTMX admin GUI including template rendering, session management, CRUD patterns, and the GUIHandler structure.

update-hwpx-differences

Updates the HWPX-Markdown differences documentation when a new conversion issue is found or a new handling method is implemented. Use this skill when fixing HWPX parsing issues, adding new format handling, or discovering incompatibilities between HWPX and Markdown.

semantic-anchor-translator

Bi-directional translator between verbose descriptions and established terminology (semantic anchors). Use when (1) user describes a concept verbosely and you want to identify the precise term, or (2) user asks for methodology/approach and you want to suggest relevant anchors. Covers 50+ terms across testing, architecture, design principles, problem-solving, requirements, documentation, and strategic planning.