Learning & Documentation MCP 서버

Aws Knowledge Base Retrieval

Retrieves information from the AWS Knowledge Base using the Bedrock Agent Runtime, enabling Retrieval-Augmented Generation (RAG).

Drupal Modules

Retrieves Drupal module information from Drupal.org for enhanced development workflows.

Solana Docs

Provides a simple notes system for Solana documentation context within the Model Context Protocol.

Jayanth-MKV

Explore and learn about Model Context Protocol (MCP) server implementations through a collection of experimental servers.

Neurolorap

Analyzes code and generates documentation for projects.

Context Compose

Define, compose, and manage granular contexts for large language models, ensuring consistent and high-quality results across AI-powered development tasks.

Python Dependency Manager Companion

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

Knowledge Service

Manages a comprehensive knowledge and rules suite for Tailscale networks, featuring semantic search capabilities powered by libSQL vectors and OpenAI embeddings.

Context Bank

Connects AI agents to remote Git repositories to fetch and search markdown documentation and notes.

AI Toolkit

Offers a comprehensive open-source collection of AI projects, Model Context Protocol (MCP) servers, and extensive learning resources.

MAGMA Handbook

Provides AI assistants with intelligent, comprehensive access to the MAGMA computational algebra system handbook through advanced vector search and semantic understanding.

FastMCP Quickstart

Provides a simple example for building an MCP server using FastMCP and Python, designed for use with Smithery.

Obsidian

Enhances Obsidian note-taking by providing a TypeScript server for vault management, advanced search, and graph analytics.

ACDC

Provides AI agents with searchable access to any markdown content through discoverable resources and an embedded full-text search engine.

ExamAI

Automates the generation, conduction, and evaluation of exams through an AI-powered assessment platform leveraging RAG and multi-LLM validation.

Docs

Retrieves and cleans live, official documentation for various AI tools to provide up-to-date and accurate information.

LimeLink

Integrates LimeLink dynamic link management with AI assistants via the Model Context Protocol, enabling link creation, lookup, and management.

Dnd Oracle

Provides comprehensive D&D 5e SRD content, enabling monster search, spell lookup, encounter building, and character tools using ground-truth data.

AEM Edge Delivery Services

Enhances AEM Edge Delivery Services development within IDEs by providing a suite of specialized tools, resources, and prompt templates for LLM-assisted code generation.

Reference Servers

Provides reference implementations for the Model Context Protocol, demonstrating how to enable Large Language Models with secure, controlled access to tools and data sources.