File Systems

A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.

Analyzes C++ source code to automatically generate UML class diagrams in PlantUML format, extracting classes, inheritance relationships, and member visibility from directories or file contents.

A read-only file system MCP server that provides AI agents with full codebase context while restricting their modification capabilities to a specific workspace directory.

Enables AI assistants to remove backgrounds from images using the Poof API via URLs, file paths, or base64 encoding. It also allows users to monitor their account information and remaining credit balance.

MCP (Model Context Protocol) Server. Provides a bridge to the Figma design platform, enabling retrieval of detailed design file information, node metadata, and image assets through a flexible TypeScript implementation supporting both stdio and HTTP/SSE transports.

A robust tool for managing MCP configuration files for AWS Q Developer and Claude Desktop, featuring automatic backups, schema validation, and safe atomic file operations.

A specialized MCP server for macOS that enables LLMs to control the operating system by launching apps, executing AppleScript commands, and managing running processes.

An MCP server for managing alarms and todo lists with support for natural language time parsing and persistent data storage. It enables AI assistants to set reminders, track tasks, and provide active notifications for upcoming events.

An AI-powered filesystem manager using the Model Context Protocol to provide secure, sandboxed file operations like reading, writing, and organizing files through a natural language web interface.

A specialized MCP server for managing weather data in Google Cloud SQL, featuring binary storage for audio/text, TTL-based caching, and full internationalization support.

A specialized MCP server for generating high-quality SVG diagrams from Mermaid syntax using Puppeteer, featuring customizable themes and background colors.

Provides tools for AI agents to manage long-term memories, daily notes, and TODO lists through a structured markdown file system. It enables context awareness by allowing agents to read, write, and search entries for persistent information storage.

Provides essential developer tools for workspace management, including advanced file searching, project structure analysis, and batch code editing. It enables users to efficiently navigate, analyze, and modify source code within their development environment.

Enables AI agents to record and rank learnings, facts, and methods through a collaborative voting framework. It provides tools for agents to surface the most useful information across sessions using persistent memory storage.

Provides a secure environment for executing shell commands with restricted directory access and timeout enforcement. It includes tools for running commands, managing execution history, and isolating environment variables.

Enables querying and retrieving content from webpages by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes rate limiting for abuse protection.

MCP server for reading, writing, and organizing API documentation in Apidog. Supports endpoint CRUD, schema management, folder reorganization, and format-preserving updates via OpenAPI export/import.

Enables interaction with the Atlas of Living Australia API to search and access 152+ million biodiversity records. Supports occurrence searches, spatial queries, bulk data downloads, and taxonomic data retrieval through natural language.

Enables git repository operations through REST endpoints, providing access to repository status, diffs, and commits. Enforces security through configurable root directory allowlists for safe git operations.

A comprehensive utility server providing text analysis, file management, cryptographic hashing, and time-related functions to enhance LLM capabilities.

A comprehensive MCP server providing programmatic access to the Douyin (TikTok China) ecosystem. It enables extensive data retrieval including user profiles, video details, search suggestions, hot trends, music charts, challenges, and comments across both web and app interfaces.

Enables interaction with WebSim's public API to browse projects, discover trending content, search assets, manage user profiles, and access community comments and discussions.

A comprehensive Chinese business data service providing detailed enterprise profiles, investment connections, shareholder structures, and branch information through keyword search and full-name lookups.

MCP (Model Context Protocol) Server. Bridges AI systems with YouTube content through yt-dlp, enabling video information extraction and downloading capabilities for content analysis and media processing.

A comprehensive MCP server providing deep integration with the Twitter/X platform through the Api45 interface. It enables extensive data retrieval including user profiles, timelines, community interactions, job searches, and live space monitoring.

MCP (Model Context Protocol) Server. Integrates with MySQL databases using Python and Docker to enable structured data storage, querying, and manipulation.

A semantic search MCP server that indexes GitHub repositories and URLs using vector embeddings and SQLite for natural language querying of technical documentation and code.

MCP (Model Context Protocol) Server. Integrates with GitHub's API to enable repository management, file operations, issue tracking, pull request handling, and workflow automation with configurable security controls for development workflows.

MCP (Model Context Protocol) Server. Bridges MinIO object storage servers to enable bucket/object management, file operations, and server monitoring for cloud-native applications.

A specialized MCP server for investigating binary data, specifically designed to parse Unreal Engine asset files and provide structural metadata for game development and forensics.