File Systems

Enables LLMs to analyze and interact with Power BI (.pbix) files through PBIXRay capabilities. Provides access to data models, DAX measures, Power Query code, table relationships, and data contents with configurable tools and pagination support.

A Python-based MCP server built with FastMCP that provides tools for real-time weather alerts, news searching, and local directory exploration.

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 multi-purpose MCP server providing secure authenticated access to filesystem operations, system information, Obsidian vaults, SQLite databases, and comprehensive UniFi network management.

An interface for the Nipoppy neuroimaging framework that enables AI agents to list files and manage clinical datasets. It facilitates interaction with neuroimaging data organized according to the Brain Imaging Data Structure (BIDS) standard.

Enables Claude to delegate coding tasks to local Ollama models, reducing API token usage by up to 98.75% while leveraging local compute resources. Supports code generation, review, refactoring, and file analysis with Claude providing oversight and quality assurance.

Turns any shell command into an MCP server by defining command-line tools in simple YAML files. Enables AI agents to execute system commands, security scanners, DevOps tools, and CLI utilities directly from chat interfaces.

Enables AI models to perform comprehensive Git repository management including cloning, file operations, branching, committing, and pushing changes via a secure FastMCP interface. It features built-in workspace isolation and rigorous input validation to ensure production-ready repository control.

MCP server addon for Claude Desktop — SSH into servers, run commands, transfer files

50 tools for Microsoft Dataverse: query, CRUD, metadata, search, files, audit, batch, and more.

Provides comprehensive desktop automation capabilities including AI-powered vision, OCR, and mouse/keyboard control via a Spring Boot REST API. It enables users to execute multi-step workflows, manage files, and automate browser interactions.

A read-only Model Context Protocol server that exposes over 60 AWS tools across services like EC2, S3, and IAM for AI agent interaction. It features multi-region support, resource caching, and audit logging to provide secure, AI-ready access to AWS infrastructure data.

Exposes PTOAi user context to Agent Builder by connecting to a Supabase database. It allows agents to retrieve user profiles, intake and follow-up data, and manage weekly plans.

Enables music generation through Suno AI, providing tools for account authentication, prompt-based track creation, and automatic downloading of audio files. It facilitates seamless AI music production workflows within Claude Desktop via Playwright-driven browser automation.

Provides repository-scoped safe memory for AI coding agents with just-in-time verification against file changes to ensure facts remain accurate. It links memories to specific code citations and automatically marks them as stale if the underlying source code is modified or deleted.

Enables the automatic generation of complete Live2D models from a single photo by automating segmentation, rigging, and physics configuration. It provides a full pipeline for creating layered art meshes and motion files through a suite of specialized animation tools.

A comprehensive MCP server for interacting with USCardForum, allowing discovery of financial topics, user profile research, and authenticated actions like notification management.

A modular plugin system that allows AI agents to dynamically load and use 'skills' from local folders without code changes or restarts. It enables instant capability extension through script execution, hot reloading, and resource bundling.

Provides financial data from Financial Modeling Prep for AI-assisted investment research, including company profiles, financial statements, and analyst ratings. It features high-level workflow tools for market analysis and atomic tools for deep dives into valuation and institutional ownership.

Generate tailored resumes via AI agents using KlevrCV. Returns a signed PDF download URL.

MCP server to search npm packages, view details, compare, check downloads, and inspect dependencies from your IDE

A collection of image processing tools that enables users to optimize images, remove backgrounds using AI, and generate favicons from logo files locally.

Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-small embeddings.

An MCP server that exposes Autodesk Platform Services (APS) as tools for AI assistants to interact with the APS Data Management API. It enables users to authenticate and manage hubs, projects, and folders through a standardized interface.