File Systems

Enables interaction with Moodle learning management systems through the Moodle REST API. Supports course management, user enrollment, assignments, forums, quizzes, and file operations through natural language.

A comprehensive MCP server suite for Gitea integration, featuring repository management, secure command execution, filesystem access, Docker monitoring, and web search capabilities.

Enables semantic search over local notes and documents using natural language queries, supporting multiple file formats with persistent ChromaDB storage and local sentence-transformer embeddings.

Enables secure file management operations within a documents folder, including reading, writing, listing, deleting files and creating directories. Supports all file types with path validation to prevent access outside the designated documents directory.

A specialized MCP server for extracting and converting internet content—including webpages, YouTube transcripts, tweets, PDFs, and Google Docs—into LLM-friendly markdown and text.

A proof-of-concept MCP server demonstrating various capabilities including mathematical calculations, URL fetching, system information retrieval, data processing, and file operations.

Enables automated collection and downloading of multimedia content (images, GIFs, videos) from QQ channels. Features efficient video scraping, incremental updates, and intelligent fallback mechanisms for comprehensive media harvesting.

A robust documentation server that enables AI assistants to browse and search hierarchical markdown files and OpenAPI specifications with full-text search and metadata filtering.

Provides an interactive dashboard within VS Code Copilot to manage Azure Storage accounts, containers, and blobs through a rich UI. It enables users to visualize storage resources, perform CRUD operations, and generate SAS tokens using the Model Context Protocol.

A self-hosted MCP server that facilitates the deployment and management of static websites and KV storage directly on EdgeOne Pages using natural language.

A Model Context Protocol server for secure, sandboxed file operations and project scaffolding with built-in search and regex capabilities. It is optimized for Windows environments and features configurable access controls to restrict operations to specific directories.

A tool that leverages Google's Gemini API to provide summaries and answer specific questions about YouTube videos and shorts directly from their URLs.

A Python-based MCP server implementing Recursive Language Models to process massive datasets by storing data in sandboxed external variables instead of the model's context window.

A robust transcription server that downloads video or audio from online platforms and converts them to text, JSON, SRT, or VTT formats using yt-dlp, ffmpeg, and OpenAI Whisper.

A blockchain-integrated note storage system that allows users to add, manage, and summarize notes using custom URI schemes and automated prompts.

A specialized tool for efficiently navigating and searching large JSON files (>10MB) via intelligent path exploration and fuzzy search without exhausting token limits.

Executes TypeScript code in a secure sandbox with IPC-bridged access to MCP tools like filesystem operations and network requests.

A specialized MCP server for programmatically creating, reading, and validating Stella system dynamics models in XMILE format. It allows AI assistants to build complex stock-and-flow diagrams and export them as .stmx files for use in professional simulation software.

A comprehensive MCP server for managing the UnoPim Product Information Management system, enabling natural language control over product lifecycles, attribute schemas, and automated media uploads.

Scaffolds new MCP server projects with intelligent file analysis that auto-detects capabilities based on your data files, generating complete TypeScript projects with build tools and development workflow.

Enables comprehensive JavaScript code analysis and debugging using ESLint and custom pattern matching. Identifies syntax errors, potential bugs, code quality issues, and provides actionable fix suggestions for single files or entire projects.

A demo MCP server that enables users to interact with various tools through natural language, including note management, weather queries, calculations, file operations, and shell commands. Uses Ollama for intent detection and structured command parsing from free text input.

Enables LLMs to manage file-based knowledge bases with dual storage (Markdown + SQLite). Supports creating, searching, and organizing articles across multiple knowledge bases with full-text search capabilities.

A robust PDF reader MCP server that extracts text as Markdown, images, and tables from local or remote PDFs with built-in OCR support for scanned documents.

A specialized MCP server that provides semantic code search capabilities by translating natural language queries into optimized ripgrep patterns and using LLMs to verify relevance. It enables AI agents to find specific code snippets and logic in large repositories that traditional keyword searches might overlook.

An MCP server for Bitbucket interaction, allowing LLMs to manage repositories, branches, commits, and the complete pull request lifecycle through natural language.

Enables AI assistants to access solved.ac user profiles and search Baekjoon Online Judge problems by difficulty, tags, and keywords through the solved.ac API.

A cross-platform MCP server for persistent JSON-based memory storage, enabling AI models to manage long-term context via tags, keywords, and metadata.

A server implementing Model Coupling Protocol for HDF5 file operations, Slurm job management, hardware monitoring, and data compression.

Extracts and analyzes key frames from Loom videos or local video files using scene change detection to provide visual context for debugging.