File Systems

A tool for loading, statistically analyzing, and visualizing data from .xlsx and .csv files using matplotlib and plotly.

A codemode-based MCP server that allows agents to fetch and query dependency source code (npm, GitHub, PyPI, Crates) by executing JavaScript server-side to minimize context usage.

MCP (Model Context Protocol) Server. Integrates with Spring Boot to process CSV and Excel files, enabling data extraction and manipulation for analysis, reporting, or system integration tasks.

A smart proxy server for MCP that prevents LLM context window bloat by caching large tool responses to local files and returning compact resource links. It supports automatic format conversion, direct tool calls, and secure file-based data uploads for massive datasets.

Arduino MCP server for arduino-cli setup, hardware detection, compile/upload, and serial monitoring.

MCP (Model Context Protocol) Server. Retrieves and manages terminal logs from a specified directory, offering functionality to read recent entries and clear log contents for efficient monitoring and debugging.

A comprehensive MCP server for interacting with the GitLab API, supporting repository management, file operations, issue tracking, and merge requests. It uniquely handles both project and group-level milestones for cross-project workflow coordination.

Connects to the kChat platform to manage channels, threads, and direct messages, enabling AI agents to interact with team communications and user profiles.

A Docker-based local RAG backend that implements the Model Context Protocol to provide advanced document search through a combination of vector, graph, and full-text retrieval using Neo4j and Graphiti.

A robust file system and codebase analysis server that provides tools for deep project exploration, advanced regex searching, npm dependency auditing, and secure file management.

MCP (Model Context Protocol) Server. Self-hosted containerized MCP implementation with PostgreSQL backend for maintaining full control over sensitive data while providing persistent storage through Docker volumes.

MCP (Model Context Protocol) Server. Enables security administrators to analyze file system permissions, identify excessive access rights, and detect shadow access paths in enterprise environments through SQL Server database queries.

MCP (Model Context Protocol) Server. Integrates with GitLab repositories to enable automated security assessments, code reviews, and DevOps workflows through repository analysis and file retrieval capabilities.

A specialized MCP server for processing and analyzing semiconductor test data in the STDF-V4 format, offering tools for metadata extraction, record filtering, and yield analysis.

A robust MCP server providing high-quality text-to-speech with smart language detection and comprehensive audio playback controls for various file formats.

A specialized MCP server designed for reading and extracting text from PDF documents.

A comprehensive enterprise intelligence MCP server providing deep insights into business operations, financial history, brand strength, and market sentiment for Chinese companies.

MCP (Model Context Protocol) Server. Streamlines database updates from CSV and Excel files, supporting multiple database types for efficient data migration and synchronization tasks.

A tool that enables AI assistants to compile LaTeX source code into professional PDF documents locally with integrated error handling.

A professional cover letter generator that uses LaTeX to create high-quality PDFs with advanced folder management and secure path sanitization.

A comprehensive MCP server providing a wide array of utilities including system monitoring, file management, text processing, web requests, and date/time manipulation.

A production-ready MCP server that integrates with Google Workspace to manage Gmail emails, Calendar events, Sheets data, Docs content, and Drive files.

A specialized MCP server for high-quality text-to-image generation and image editing via FAL AI's Reve model, featuring automatic local image downloads and support for both real-time and async processing.

Provides high-quality AI image generation and editing using FLUX.1 Kontext Max via the Replicate API, featuring advanced text rendering and automatic local image downloads.

Enables AI agents to read, write, and search local tldraw (.tldr) files, providing a persistent visual scratchpad for diagramming and note organization. It supports full CRUD operations on canvas shapes and metadata management for local canvas files.

A specialized MCP server that bridges Wireshark's TShark utility with AI assistants, enabling automated network packet analysis, session extraction, and protocol filtering.

A robust guardian for mobile development that enforces structured task planning, architectural integrity, and UI/UX best practices across Flutter, React Native, iOS, and Android platforms.

A robust MCP server for Atlassian Confluence integration, providing full CRUD operations for pages, space management, and advanced search via CQL with automatic markdown conversion.

A robust MCP server that executes jq queries against local JSON files, supporting multi-file globbing, validation, and real-time monitoring.

A powerful MCP server that enables AI assistants to convert documents, images, and spreadsheets between 200+ formats using ConvertAPI with live OpenAPI parameter validation.