Learning & Documentation MCP Servers

KodeKloud

Provides a foundational guide to constructing a functional MCP server and client.

IRIS ObjectScript

Centralizes documentation, examples, and search tools to enhance development with InterSystems IRIS ObjectScript.

AutoDocs

Provides AI assistants with contextual, version-specific documentation for Python project dependencies, eliminating manual package lookup and enhancing coding assistance.

Python Dependency Manager Companion

Provides current and accurate commands for Python package managers by cross-referencing the latest official documentation.

Supernotes To Obsidian

Imports Supernotes exports into Obsidian daily notes using the Model Context Protocol (MCP).

Obsidian

Enables AI to control Obsidian notes through a local REST API and automate Git synchronization.

AWS Documentation

Accesses, searches, and provides recommendations for AWS documentation content.

Spring Documentation

Provides instant access to the complete Spring Boot documentation and the entire Spring ecosystem through the Model Context Protocol.

Rust Docs

Provides comprehensive access to Rust crate documentation and metadata from crates.io and docs.rs.

HelloPython AI ML

Provides PyTorch AI/ML examples for Modal Context Protocol (MCP), Agent-to-Agent (A2A), RAG, and vLLM workflows, enabling reproducible and scalable pipelines for research and deployment.

Perplexity

Integrates Perplexity AI's Sonar models into AI coding assistants like Claude Code, offering specialized tools for fact-checking and comprehensive research.

FastMCP Lab

Develops an MCP client to interact with tools, resources, and prompts exposed by an MCP server using the FastMCP framework.

Dash

Provides an unofficial local server to access documentation from Dash docsets for AI assistants.

Shadcn UI

Provides AI assistants with access to shadcn/ui component documentation, examples, and API details via the Model Context Protocol (MCP).

Learning With Claude

Presents learning notes and conversations from software development sessions with Claude.

Ragdoc

Augment AI responses with relevant context by retrieving and processing documentation through vector search.

Markdown Document Manager

Provides a robust server for managing Markdown documents, offering CRUD operations, search, and metadata control, primarily designed for AI IDE integration.

BlackArch Security Tools

Integrates BlackArch Linux security tools into a comprehensive server for educational penetration testing using the Model Context Protocol.

SDS

Automates project analysis and generates comprehensive development specifications, powered by AI integration.

SuperNova RAG

Enables semantic search over internal documentation using a local server with Retrieval-Augmented Generation (RAG).