Learning & Documentation MCPサーバー

Confluence

Integrates Confluence with the Model Context Protocol to enhance context awareness and streamline documentation workflows.

Kafka Docker Playground

Enhances the Kafka Docker Playground CLI experience by providing intelligent command completion, validation, and contextual assistance through GitHub Copilot.

Example

Explores the Model Context Protocol (MCP), its concepts, operation, and potential future impact on AI tool integration.

Vulnerable Server Demo

Demonstrates a vulnerable server with multiple clients to showcase security weaknesses for educational purposes.

Doc Lib

Manages document ingestion, chunking, semantic search, and note management.

DataBridge

Enables AI assistants to read and summarize local CSV and Parquet data files through natural language interfaces.

Effect

Provides tools for efficiently accessing Effect documentation.

Wake County Public Library

Accesses and searches the Wake County Public Library catalog, including NC Cardinal libraries, to retrieve detailed book information.

Moodle

Facilitates Large Language Models interacting with Moodle through its REST API.

Learning React

Provides a minimal server that pre-scrapes React learning documentation into DuckDB for hybrid search.

PubMed

Enables searching and retrieving scientific articles from PubMed via the NCBI E-utilities API.

Meeting Automation

Orchestrates meeting workflows by connecting Fireflies, Asana, and Notion MCP servers to automate task creation and documentation.

Practice

Provides a structured environment for building custom tools and servers compatible with the Model Context Protocol (MCP) using mcp-framework.

Demo

Implements the Model Context Protocol with streamable HTTP communication for building rich-context AI applications.

Context7

Fetches current documentation and code examples for libraries and frameworks instantly to streamline coding workflows.

E-Gonghun

Provides an MCP server to access and query historical merit records and public reports of independence patriots from the Ministry of Patriots and Veterans Affairs' electronic archives.

Municipal

Provides programmatic access to municipal codes and ordinances from the Municode digital library across thousands of U.S. cities and counties.

LiveKit RAG Assistant

Integrates enterprise-grade AI semantic search with real-time web capabilities to provide comprehensive support for LiveKit documentation.

Date-fns

Connects date-fns documentation as an MCP server for various AI clients and development environments.

DevDocs

Integrates over 779 API documentation sets from DevDocs.io, allowing users to search and browse a vast array of developer resources directly within Claude Desktop or any MCP-compatible client.