Learning & Documentation MCP Servers

OwlPay

Facilitates direct documentation search for large language models.

Consumer Rights Wiki

Provides AI assistants with programmatic access to the Consumer Rights Wiki, documenting modern consumer exploitation issues.

Northwind FastAPI Example

Enables Large Language Models to connect and interact with REST APIs by exposing data through a Model Context Protocol endpoint.

DocsScraper

Provides semantic search capabilities over documentation chunks using embeddings and AI validation, connecting to a web API.

KB

Semantically searches markdown documentation within code repositories, leveraging embeddings for AI-assisted information retrieval.

Amazon LP

Provides a Model Context Protocol server for accessing Amazon Leadership Principles and their associated video transcripts.

AI Toolkit

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

Windows Installation Guide

Provides a comprehensive guide for verifying Model Context Protocol (MCP) server installation on Windows.

Optivise

Enhances AI-assisted Optimizely development by providing curated, contextual information to Large Language Models.

Gemini Grounding

Provides real-time information access using Google Gemini's grounding capabilities for MCP-compatible clients.

My Server

Manages a simple notes system through a Model Context Protocol server, providing resources, tools, and prompts for note interaction.

Hello World

Provides foundational example code for building Model Context Protocol (MCP) servers using FastAPI.

Solana Docs

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

Test

Demonstrates basic Model Context Protocol server functionality with FastMCP and uv for dependency management.

Lab

Provides an environment for exploring the Model Context Protocol.

IDA Doc Hint

Provides IDA Pro documentation access via an MCP (Machine Code Processor) server to assist with plugin and script development.

Metaplex

Provides access to Metaplex documentation and repository information through the Model Context Protocol.

Server Demo

Demonstrates how to build Model Context Protocol (MCP) servers using the Python SDK.

Lafe Blog

Manages text notes through a Model Context Protocol server, offering resources, creation tools, and summarization prompts.

Practera

Enables AI models to query and analyze Practera learning data through a GraphQL API.