File Systems

Integrates OpenAI GPT-5 capabilities into Claude Code, providing autonomous agents for complex multi-step tasks and deep code analysis via the Codex CLI. It supports features like web search, code interpretation, and persistent file operations through a streaming MCP interface.

This MCP server provides a tool to generate manual test cases in Markdown or CSV format from documentation files and custom rules. It supports text and PDF inputs and can leverage LLM sampling to automate the creation of detailed test scenarios.

Provides AI coding agents with a secure, sandboxed environment for executing coding tasks including file operations, command execution, and testing. Features session management, policy enforcement, and Docker-based sandboxing for safe code execution and development workflows.

A toolset for executing commands and transferring files or directories on remote servers via SSH. It supports both direct connection parameters and pre-configured server profiles for seamless remote infrastructure management.

Enables seamless integration with WhatsApp through the Model Context Protocol, featuring multi-user support and Supabase cloud storage for persistent message history and media. Users can send messages, search chat records, and manage contacts across platforms like Claude Desktop, Cursor, and OpenClaw.

A specialized MCP server that allows querying Markdown frontmatter using DuckDB SQL and managing metadata with batch array tools, featuring optional local semantic search for content-based discovery.

An AI-powered server that analyzes system log files to identify errors/warnings and recommend fixes using FastMCP, LangGraph ReAct agents, and Anthropic Claude.

Enables Claude AI to analyze Power BI Desktop models with comprehensive capabilities including DAX analysis, performance monitoring with Storage Engine/Formula Engine breakdown, VertiPaq statistics, and natural language querying of model structure and data.

A sophisticated persistent memory system for Claude featuring a tiered storage architecture with semantic vector search, high-frequency hot caching, and an automated pattern mining pipeline for project-specific knowledge.

CodeGuard MCP Server provides centralized, context-aware security instructions for AI assistants, ensuring generated code adheres to best practices for cryptography, authentication, and input validation without duplicating rule files across repositories.

An MCP server providing comprehensive Git version control operations, allowing Claude to stage files, manage branches, commit changes, and interact with remote repositories.

A type-safe MCP server providing structured access to CSV datasets with support for schema-aware querying, filtering, and live configuration reloading.

Integrates Shaka Packager with Claude for advanced video analysis, transcoding, and packaging for HLS/DASH streaming with DRM support.

An MCP server providing comprehensive access to XRootD file systems, enabling LLMs to browse directories, manage scientific campaigns, and analyze ROOT files via the root:// protocol.

A comprehensive MCP server for querying global e-commerce big data, enabling users to search for enterprise store profiles, analyze product categories, and evaluate domestic and international platform distributions.

A secure local API credential manager that stores sensitive information in JSON format with a read-only default mode for enhanced safety. It provides a structured way to retrieve and manage tokens and keys for various services through simple MCP tools.

A tool that generates customized .gitignore files by leveraging the gitignore.io API to combine templates for specific languages and environments.

Enables interaction with IEEE 2030.5 (SEP 2.0) Smart Energy Profile servers for managing smart energy resources and utility programs. It supports secure certificate-based authentication and provides tools for device discovery, demand response, and metering navigation.

A comprehensive MCP server providing lifecycle management for CloudStack infrastructure, including virtual machines, networking, and storage across 32 API categories.

A high-performance MCP server for advanced PDF processing, featuring 5-10x faster parallel extraction of text, images, and metadata with Y-coordinate ordering to preserve natural reading flow.

A specialized MCP server for running Apache JMeter performance tests and performing deep analysis on JTL results to identify bottlenecks and generate visualizations.

A Python-based MCP server that scrapes real-time football data from major sources like ESPN and BBC Sport, providing structured match schedules, broadcasting info, and importance scoring.

Enables seamless deployment of HTML content and full-stack projects to Tencent Cloud EdgeOne Pages, providing instant public URLs and high-performance edge delivery via KV storage.

A flexible MCP server that exposes customizable YAML/JSON prompt templates as interactive tools, featuring hot-reloading for code review, refactoring, and AI-assisted service generation.

A robust MCP server for interacting with Twitter via TwitterAPI.io, allowing for searching tweets, retrieving user profiles, and posting content without needing an official Twitter developer account.

A specialized MCP server that provides intelligent access to Open-E JovianDSS REST API documentation, enabling developers to search, analyze endpoints, and compare version differences using natural language.

A specialized backup and restoration server for AI agents and code editors, providing context-aware versioning and safety save points during critical refactoring tasks.

A flexible MCP server that allows users to securely define and execute arbitrary command-line tools via JSON configuration. It provides a controlled interface for Claude to interact with system utilities through parameter validation, directory scoping, and execution limits.

A specialized MCP server for analyzing audio files through numerical fingerprinting, pitch tracking, and visual spectrograms without requiring direct audio playback. It enables AI models to compare audio iterations and detect spectral patterns using token-efficient operations.

A security-hardened MCP server offering a local execution environment with strict firewall controls, filesystem protections, and a plugin architecture for progressive tool discovery.