Learning & Documentation MCP Servers

Code Research

Facilitates searching and accessing programming resources across multiple developer platforms for use by LLMs.

Knowledge Base

Retrieves and lists content from various knowledge bases using semantic search.

Zig

Enhances AI capabilities with Zig-specific functionality including code optimization, compute unit estimation, code generation, and best practices recommendations.

Typescribe

Enables LLMs to effectively utilize new and internal APIs by providing real-time, contextual API documentation.

LeetCode

Provides access to LeetCode problems, user data, and contest information via a GraphQL interface.

Apple Books

Enables AI-powered interactions with Apple Books data, providing summaries, organization, and recommendations.

Pdf-Rag

Enables semantic search capabilities for PDF documents through a web interface or via the Model Context Protocol (MCP) for AI tool integration.

Obsidian

Enables Claude or other MCP-compatible LLMs to interact with an Obsidian vault via the Local REST API.

Octomind

Transforms your development workflow by providing an AI-powered CLI assistant for codebase interaction and analysis.

Platform Context Exporter

Exports 1C:Enterprise platform context from help files into multiple formats for LLMs and offers an MCP server for AI assistant integration.

Minimal Dev

Provides project code and learning notes for collaborative study of the MCP Minimalist Development course.

Python Dependency Manager Companion

Provides a local server that unifies and makes instantly searchable the latest documentation for various Python dependency managers directly within your agentic IDE.

Storybook

Provides an MCP server to programmatically access Storybook component lists and detailed prop information.

Scraps

Generates static sites for comprehensive documentation, leveraging Markdown and simple Wiki-link notation for a streamlined developer experience.

Shadcn Svelte

Provides an MCP server that delivers shadcn-svelte component documentation and developer utilities to AI-powered code editors.

Mermaid

Enables AI assistants to generate professional architecture diagrams, flowcharts, and sequence diagrams from natural language descriptions.

Kirby

Provides a CLI-first interface for inspecting Composer-based Kirby CMS projects and interacting with a live Kirby runtime.

Mapbox Developer

Enables AI assistants to interact with Mapbox developer APIs and services directly, streamlining Mapbox application development.

Codebase Context

Provides AI coding agents with real-time intelligence on a project's patterns, conventions, architecture, and historical rationale.

Brain

Provides persistent memory and cognitive context for AI, enabling rapid recall of complex mental states and decisions.