Learning & Documentation MCP 서버

Repository Architecture

Automatically generates visual architectural diagrams, including dependency graphs, class diagrams, and data flow diagrams, from codebase analysis.

Number Guessing Game

Demonstrates a Model Context Protocol (MCP) server showcasing dynamic tools and resources through a number guessing game.

Zmanim

Calculates comprehensive Jewish prayer and astronomical times (zmanim) for any global location with support for multiple halachic opinions.

Vega-Lite & Deneb

Equips AI assistants with comprehensive resources for Vega-Lite and Deneb, including documentation, visualization examples, and specification validation.

OpenAPI

Provides comprehensive OpenAPI specification linting and documentation rendering capabilities.

Knife4j

Converts OpenAPI documentation to Markdown format for LLM accessibility.

Server 101

Facilitates seamless integration and interaction with various documentation sources using the Model Context Protocol (MCP).

Notifly

Provides semantic search across Notifly documentation and SDKs to streamline integration processes for developers.

Fastmcp

Serves documentation for Expo React Native projects from Markdown files, enabling keyword, fuzzy, and advanced search capabilities.

Apifox Doc

Uploads Swagger API documentation to ApiFox through an AI assistant conversation.

IRIS ObjectScript

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

MemDocs

Provides AI assistants with persistent, git-native project memory through structured, machine-readable documentation.

Rust Language

Provides AI assistants with comprehensive access to Rust language documentation through a powerful hybrid search mechanism.

Tidymodels

Provides tools and resources for working with the tidymodels ecosystem in R.

POML

Enhances and structures prompts using POML best practices for more reliable AI agent workflows.

Claude Modeling Labs

Automates interaction with Cisco Modeling Labs (CML) for network simulation and learning.

Docs

Searches Model Context Protocol documentation using advanced ranking algorithms and provides full document content retrieval.

Sefaria Jewish Library

Provides access to Jewish texts from the Sefaria library for Large Language Models via the Model Context Protocol.

DocAgent

Generates professional software documentation using AI-powered LangGraph workflows and seamless integration with Cursor IDE.

Repo Onboarding

Analyzes local Python repositories to generate and maintain practical `ONBOARDING.md` documentation for environment setup, dependencies, testing, and application execution.