Best Doc AI Skills & MCP Servers

Semantic search using TF-IDF vector space — cosine similarity, intent matching, document similarity.

MCP server for executing commands in Docker containers

TTT (The Tortoise Trainer) — provider-driven local MCP orchestrator with optional bundled web UI for Adobe automation, Docker, and more backends (scaffolded integrations: Figma, OpenClaw, Hermes)

Building block for the Web's native WebMCP API (document.modelContext)

Standalone React hooks for strict core WebMCP tool registration with document.modelContext

MCP Server for GenLobe SaaS API - Provides AI assistants with comprehensive API documentation for building frontend applications

MCP server providing AI agents with intelligent access to BlendSDK documentation, patterns, and project templates

TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support

HTML cleanup and Markdown conversion for documentation pages

MCP server for Ember.js documentation, guides, and best practices

Model Context Protocol for Google Docs integration

OpenCodeHub — Markdown wiki renderer (architecture, api-surface, dependency-map, ownership-map, risk-atlas) over the graph store

Official MCP server for ZUI component library - provides AI assistants with comprehensive component documentation and examples

Model Context Protocol (MCP) server that exposes 100% of eBay's Sell APIs (325 tools across 270 endpoints) to AI assistants like Claude, Cursor, and Cline, covering inventory, order fulfillment, marketing, analytics, and developer tools with OAuth authent

OPVS MCP Server — all 6 public OPVS skills (AgentBoard, AgentDocs, AgentMemory, OPVS Protocol, Auth, Integrations) in one MCP. For clients without per-MCP tool caps (Claude Code, Cursor). Antigravity users should use the scoped @opvs-ai/mcp-<skill> packag

Shared TypeScript interfaces for the docs-to-mcp pipeline

Parse Korean documents (HWP, HWPX, PDF, XLSX, DOCX) to Markdown

Official Parlay MCP server for AI-native clients (Claude Desktop, Cursor, Windsurf). 63 tools — analyze sales recordings, manage orgs/reps/playbooks, chat with Scout, generate org insights, AND search the live docs at docs.goparlay.io. One install for bot

MCP server for Simple Product - access docs, cards, boards, and customers from your coding agent

MCP server for UWC Components — gives AI coding assistants real-time access to component docs, props, events, slots, and code examples

MCP server for ReFormer form library - provides AI assistants with comprehensive documentation and tools for form development

MCP server for reading, writing and converting LibreOffice & Office documents — pure JS, no external dependencies required

Local and OpenAI embedding providers for documentation search — runs 100% offline by default

MCP Server for Context Repo - connect any MCP client to your prompts, documents, and collections