Best Documentation AI Skills & MCP Servers

The official MCP server for SEED Design documentation

Project-aware MCP server that brings Google CodeWiki documentation into coding agents (Claude Code, Cursor, VS Code, Codex CLI, Gemini CLI, Qwen Code, opencode, Windsurf, Antigravity). Scans your project's manifests, detects which dependencies have CodeWi

Unified documentation standards and tooling for Cortex repositories with LLM optimization

MCP Server to explore local and remote documentation

Local-first MCP server that gives AI coding agents a living, browser-viewable project wiki and a project-local memory store, so the agent stays oriented and the human stays in control.

MCP server that exposes documentation search tools for AI assistants

Enterprise-grade MCP server for live docs, best practices, code audit. Context7 alternative — 445+ libraries, smart dispatch (use gt mcp), plain-text intent routing, telemetry, SSRF-hardened multi-source fetcher, atomic disk cache, IPv6 + Unicode-homoglyp

MCP Server for AntV visualization libraries development, which provides documentation context and examples for visualization developers.

Interactive documentation site and MCP (Model Context Protocol) server for the Ignis Framework. Includes a VitePress-powered documentation site with guides, API references, and best practices. Ships an MCP server (CLI: ignis-docs-mcp) with 11 tools for AI

MCP server for Adobe Commerce / Magento 2 developer documentation. Gives AI assistants (Claude, Cursor, Cline, Windsurf) direct access to developer.adobe.com/commerce — PHP modules, GraphQL, REST API, PWA Studio, App Builder, extensibility, MFTF testing,

MCP server for Adobe Experience Manager (AEM) documentation at aem.live. Gives AI assistants (Claude, Cursor, Cline, Windsurf) direct access to AEM Edge Delivery Services docs — blocks, authoring, CDN setup, Sidekick, Lighthouse 100, and more.

MCP server that generates Claude Code skill files from any documentation URL or GitHub repo — create, test, and iterate on skills for Claude Code, Cursor, and Windsurf

MCP server for markdown files — search, extract sections, list headings, find code blocks across your docs directory

MCP server for Adobe Commerce / Magento 2 documentation. Gives AI assistants (Claude, Cursor, Cline, Windsurf) direct access to official Adobe Commerce docs — products, orders, catalog, checkout, B2B, cloud, and more.

MCP server for codewiki.google

Turn any web content into clean AI-ready context — with crawling, chunking, semantic search, and MCP tools

MCP Server for Orderly Network - Documentation and SDK patterns

Orchestray plugin: scrape API documentation into a portable mapping file, then generate language-specific client modules.

Local-first MCP server that gives AI coding agents a living, browser-viewable project wiki and a project-local memory store, so the agent stays oriented and the human stays in control.

Workspace-level Apifox MCP Server for intelligent API documentation integration in Cursor AI

Intlayer MCP server. Handle MCP to help IDE to use Intlayer. It build, fill, pull, push, dictionaries

SAP Fiori documentation indexing

Official MCP server for esa.io - STDIO transport version

YApi Auto MCP Server - Model Context Protocol server for YApi integration, enables AI tools like Cursor to interact with YApi API documentation