File Systems

MCP (Model Context Protocol) Server. Integrates with Memory Box to provide persistent, context-aware interactions through semantic memory storage and retrieval using vector embeddings and search capabilities.

A high-performance code exploration toolkit optimized for Java, providing structural parsing, batch processing, and annotation-aware context for AI agents.

Enforces disciplined software engineering by requiring AI assistants to complete structured development phases (audit, planning, implementation) with mandatory validation artifacts.

A specialized MCP server for parsing, analyzing, and manipulating MIDI files using Tone.js, allowing users to modify tracks, notes, tempo, and control changes.

A knowledge synthesis engine that transforms raw text into Neo4j-based knowledge graphs using Montague Grammar and Zettelkasten principles for autonomous insight generation.

MCP (Model Context Protocol) Server. Provides FTP file management capabilities for listing, downloading, uploading, and deleting files and directories on remote servers using FluentFTP.

A Slack conversation search server that uses macOS accessibility APIs to monitor messages in real-time and provides semantic search capabilities through local SQLite storage with vector embeddings.

Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details.

Real-time Python package vulnerability scanner that checks dependencies against OSV and NVD databases, providing comprehensive security analysis with CVE details, lock file support, and actionable upgrade recommendations.

MCP (Model Context Protocol) Server. Provides image, audio, and video analysis tools using Google's Gemini AI for content description, transcription, and understanding with file caching for improved performance.

MCP (Model Context Protocol) Server. Integrates with Bazel build systems to enable target building, test running, dependency analysis, and source file identification without requiring command-line syntax knowledge.

MCP (Model Context Protocol) Server. Enables document processing with OCR, vector embeddings, and semantic search capabilities for efficient retrieval-augmented generation across multiple file formats including PDF, DOCX, PPTX, Excel, CSV, and images.

A lightweight MCP server for persistent memory storage using SQLite, allowing assistants to store, retrieve, and manage structured memories with categorical filtering.

A bridge to the Playbooks Rules API that enables listing, searching, and retrieving rule files and metadata for development workflows.

A comprehensive MCP server providing read/write access to Reddit, enabling automated content retrieval, search, user management, and post/comment creation.

A LaTeX-powered conversion server that allows AI agents to transform Markdown documents into professional, high-quality PDFs using Lightning Network micropayments.

MCP (Model Context Protocol) Server. Bridges Claude with OpenWebUI's API for document-based RAG capabilities, enabling file uploads and context-enhanced queries without leaving the conversation interface.

A comprehensive MCP server providing deep integration with the HackerNews API to search stories, analyze user behavior, and extract trending topics from tech discussions.

MCP (Model Context Protocol) Server. Provides structured coding instructions and testing guidelines by dynamically combining general programming principles with language-specific rules through a tool-based interface that processes markdown instruction files into executable patterns.

A robust developer tool that automates the migration of hardcoded strings, configurations, and SVG components from JS/TS source code into organized external files.

MCP (Model Context Protocol) Server. Provides access to BootstrapBlazor component documentation and source code through automated Git repository management, enabling developers to retrieve component listings, file structures, and implementation details for Blazor application development.

MCP (Model Context Protocol) Server. Integrates with the Everything Search Engine to enable file search and management across large file systems using advanced query options and customizable result formatting.

An advanced MCP server that integrates with Obsidian through the Local REST API, enabling AI agents to perform complex vault analysis, note management, and UI command execution.

A comprehensive MCP server for official Korean market data, integrating KRX stock prices and DART corporate disclosures for detailed financial and stock analysis.

An MCP server that uses Whisper speech recognition and yt-dlp to download media and extract text/transcriptions from various video platforms and audio files.

A secure Python code execution environment that allows LLMs to run arbitrary Python code, manage files, and install packages in isolated contexts with variable extraction.

A High-Performance Storage Infrastructure for Activity and Log Workloads

A Security-centric MCP Server providing enterprise-grade filesystem powers to AI assistants—read, write, edit, and manage files with comprehensive CVE protection and user-controlled access.. [Explore comprehensive code documentation and architecture details on DeepWiki](https://deepwiki.com/n0zer0d4y/vulcan-file-ops)

Universal MCP server enabling any LLM or AI agent to utilize expert skills from your local filesystem. Reduces context consumption through lazy loading. Works with Claude, Cline, and any MCP-compatible client.

MCP (Model Context Protocol) Server. Enables Excel file manipulation capabilities including workbook creation, data manipulation, formatting, charts, and pivot tables without requiring Microsoft Excel installation.