Learning & Documentation MCPサーバー

DocuMind

Analyzes and evaluates documentation quality through advanced neural processing.

Example

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

Context Compose

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

Knowledge Base

Provides a Model Context Protocol (MCP) server for processing local documents and answering questions based on their content.

Optivise

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

MoEngage Documentation

Provides AI assistants with direct access to comprehensive MoEngage documentation for enhanced search and retrieval.

Numerical Methods Solver

Calculates roots of quadratic equations using various numerical methods, enhanced by an AI-powered selection process.

School Attendance & GitHub

Manages school attendance records and enables GitHub repository operations through a unified MCP server.

Vibe Coding

Automate the collection, summarization, documentation, and publishing of code and design decisions from AI coding sessions.

Codex

Empower AI agents with searchable access to any markdown content through a Model Context Protocol (MCP) server.

Lore

Manages a research knowledge repository, enabling semantic search and precise citation of original sources for AI tools.

RootApp

Serves RootApp documentation files with search and retrieval capabilities for AI assistants via a Model Context Protocol (MCP) server.

Business

Offers production-ready Model Context Protocol (MCP) server examples built with FastMCP to address real-world business challenges.

AI Context Generator

Generates intelligent context files, specifications, and Agent Skills from project descriptions to guide AI agents using LLMs.

Research Hub

Accesses 13 academic sources in parallel to search, download, and generate bibliographies for research papers.

Brain

Enables robust semantic and full-text search over a directory of markdown files.

3D Print Oracle

Provides large language models with authoritative access to a vast database of 3D printing filaments and curated material science knowledge.

Academic Research

Streamline academic research by integrating arXiv, Semantic Scholar, CrossRef, and Papago translation into a single pipeline for paper searching, citation analysis, BibTeX generation, and abstract translation.

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.

Fedlex

Integrates Swiss federal law into AI assistants like Claude, enabling direct access to legal texts and metadata from the Fedlex platform.