File Systems

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

MCP (Model Context Protocol) Server. Integrates with Joe Sandbox Cloud API to provide malware analysis capabilities including file and URL submission, threat intelligence extraction, behavioral analysis reporting, and artifact downloads for security research and incident response workflows.

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

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.

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 multi-source academic paper search and download server that integrates with arXiv, PubMed, and various preprint servers for seamless research workflows in LLMs.

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.

A toolset for PDF form processing that enables deep inspection of form fields, discovery of PDF documents within directories, and visual highlighting of form layouts using PyMuPDF.

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 Claude Desktop with VSCode, enabling file access and manipulation within specified workspace directories for seamless AI-assisted development workflows.

MCP (Model Context Protocol) Server. Provides data preprocessing, transformation, and analysis capabilities using Polars dataframes for statistical operations on multiple file formats with structured JSON responses.

MCP (Model Context Protocol) Server. Provides CEDARScript (a SQL-like language) capabilities for executing pattern matching and transformations on source code to enable automated refactoring, code generation, and static analysis tasks.

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 robust MCP server for Directus CMS that enables AI agents to manage content, assets, and database schemas through CRUD operations, automation triggers, and dynamic prompt templates.

Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles

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.

A specialized MCP server for web crawling and documentation extraction that transforms websites into clean, structured markdown optimized for AI context and RAG systems.

MCP (Model Context Protocol) Server. Integrates with the Flutter SDK to analyze and fix Dart/Flutter files, enabling automated code analysis and improvement suggestions for Flutter development.

MCP (Model Context Protocol) Server. Integrates with LanceDB vector database to enable efficient storage, retrieval, and similarity search of vector embeddings with associated metadata for semantic search and recommendation systems.

A specialized MCP server that automatically converts README files into structured Product Requirements Documents (PRDs) by extracting key features and project descriptions.

A Zettlekasten-inspired persistent memory system using ChromaDB to provide AI agents with semantic search, evolving memory networks, and contextual awareness across coding sessions.

A structured project management server that enables AI agents to decompose complex objectives into JSON-tracked checklists, preserving context and progress across multiple sessions.

A robust Model Context Protocol server enabling full TeamSpeak 3 server administration, including channel management, user permissions, moderation, and file transfers via ServerQuery.

An intelligent mind mapping toolkit that converts multiple file formats like Markdown, Word, and Excel into XMind maps with AI-powered structure analysis and optimization.

🚀 MCP server for generating Bruno API testing files programmatically. Create collections, environments, requests, and test scripts using AI clients like Claude Desktop.

Enables Claude to access Windows screenshots from WSL2 or native Windows environments by automatically detecting screenshot directories via registry and system paths.

MCP (Model Context Protocol) Server. Provides tools for sending prompts to Gemini 2.5 Pro with full file context, enabling second opinions and expert code reviews with gitignore-aware directory traversal.

MCP (Model Context Protocol) Server. Provides a SQL interface for querying and managing Apache Iceberg tables through connections to Iceberg REST catalogs and S3-compatible storage, enabling data analysts to interact with data lakes without switching contexts.

Provides comprehensive audio input and output capabilities for AI assistants, allowing them to list hardware devices, record from microphones, and play audio files or recordings.