File Systems

MCP (Model Context Protocol) Server. Provides tools for efficiently querying, searching, and extracting specific information from large JSON files without processing entire structures

An MCP server for validating, auto-fixing, and scaffolding TwinCAT 3 XML files using deterministic code quality tools and IEC 61131-3 OOP checks. It enables AI assistants to perform structural validation, apply safe fixes, and generate canonical code skeletons for industrial automation projects.

An image generation MCP server that leverages Google's Gemini Flash and Pro models to create up to 4K resolution images with Google Search grounding for factual accuracy.

Enables searching and browsing Android source code across projects like Android, AndroidX, and Android Studio via cs.android.com. It provides tools for regex-based code searches, full file content retrieval, and symbol autocomplete suggestions.

A local, persistent memory system for AI coding assistants that stores decisions, patterns, and session context via MCP tools. It enables cross-session memory management using SQLite and optional vector search without external dependencies or cloud storage.

A local-first execution context server that enables persistent agent memory and shared task tracking through repository-based YAML files. It provides structured mechanisms for vision, milestones, tasks, and presence management to maintain continuity across multi-agent or multi-session workflows.

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

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 specialized MCP server for IBM Storage Insights that enables AI agents to monitor and diagnose storage assets through automated retrieval of performance metrics, system alerts, and notifications.

A remote MCP server for high-throughput X (Twitter) crawling that exports data to XLSX and uses x402 USDC payments for pay-as-you-go top-ups.

MCP (Model Context Protocol) Server. Provides efficient file search functionality within repositories, respecting ignore patterns and offering configurable text content matching for development tools and applications.

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.

A Model Context Protocol server that facilitates the direct deployment of web projects, supporting both single files and directories, to the yourware.so hosting platform.

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

A professional resume generation server that converts structured data into LaTeX-formatted PDFs with advanced file organization and folder management capabilities.

A semantic search and retrieval server that uses pgvector and Voyage embeddings to find relevant code snippets and file contents within a codebase.

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

A blazingly fast MCP server to read and export your Figma design 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.

Manage GoLogin browser profiles and automation directly through AI conversations, allowing for creation, configuration, and proxy management of anti-detect browser instances.

A specialized MCP server for managing Supabase projects on Alibaba Cloud, enabling AI assistants to automate database operations, network configuration, and infrastructure provisioning.

A local document indexing and semantic search server that uses LanceDB and local LLMs via Ollama to provide natural language querying and summarization of personal file collections.

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. Streamlines code collection and documentation by gathering files into a single markdown document with features like syntax highlighting and table of contents generation.

A specialized MCP server for parsing Sketch design files, offering advanced token optimization and visual rendering to facilitate design-to-code workflows in AI environments.

An MCP server that generates images using Google's Gemini API and uploads them to ImgBB for public web sharing. It allows AI models to create and host visual content instantly via a simple tool interface.

A TypeScript-based MCP server that integrates with the Quickbase JSON RESTful API to manage records, tables, applications, and file attachments directly via AI assistants.

A specialized MCP server that analyzes git diffs to automatically generate conventional commit messages, helping developers maintain structured version control history.