File Systems

A robust MCP server providing advanced image analysis through OpenRouter's vision models. It offers specialized tools for general visual recognition, webpage screenshot debugging, and mobile app UI/UX design assessment.

A robust MCP server for AI agents providing advanced Base64 encoding/decoding with smart MIME detection, data URI generation, and a persistent job memory system for tracking file changes and processing history.

MCP (Model Context Protocol) Server. Provides a bridge to Amazon S3 storage services for listing buckets, browsing objects, retrieving file contents, uploading, downloading, and deleting files directly from conversations.

A specialized security MCP server that integrates dirsearch for automated directory brute-forcing and Firecrawl for AI-powered web crawling and content extraction.

A unified threat intelligence MCP server that validates and correlates security data across MalwareBazaar, URLhaus, and ThreatFox for files, URLs, domains, and IPs.

An MCP server for the rembg library that provides high-quality AI background removal for single images and batch folder processing using over 20 specialized models.

Offline Wikipedia MCP server that provides full-text search and article retrieval using local datasets from HuggingFace, optimized for privacy and low-latency performance with small LLMs.

A self-hosted memory layer for AI assistants that uses Mem0, Ollama, and pgvector to provide persistent, long-term context storage and retrieval completely offline.

A DuckDB-powered MCP server that enables fast local analysis of CSV, JSON, and Parquet files through direct SQL execution and automated table management.

A comprehensive MCP server for Confluence that provides unified tools for page and comment management, advanced CQL searching, and robust Markdown export capabilities.

An MCP server for Bitbucket Data Center that enables AI assistants to search code, browse files, and manage pull requests through a standardized interface. It supports comprehensive repository exploration, including Lucene-style code searching and direct file content access.

A comprehensive MySQL MCP server that enables secure database management, CRUD operations, and advanced schema inspection tailored for Natural Language to SQL generation.

MCP (Model Context Protocol) Server. Provides a GitHub repository context retrieval tool that enables AI models to access repository structures, file contents, and filtered file lists through GitHub token authentication.

Bridges Claude Code agent definitions to any MCP client, allowing users to invoke and reuse existing YAML-based agents within environments like Codex and Gemini CLI.

Comprehensive MCP server for Instapaper that allows AI models to manage bookmarks, organize folders, and perform bulk content analysis through natural language.

A robust MCP server that provides OCR capabilities to extract text from PDF documents using Tesseract, optimized for deployment via Docker.

A document processing MCP server that leverages Docling to convert PDF files into clean, readable Markdown format for easy text extraction and analysis.

MCP (Model Context Protocol) Server. Exposes local filesystem as resources to Claude, enabling real-time browsing, reading, and monitoring of files with automatic change detection and .gitignore pattern respect.

A lightweight GitHub MCP server that enables AI agents to manage repositories, navigate file structures, create pull requests, and track issues via the GitHub API.

MCP (Model Context Protocol) Server. Provides secure code execution for Python, Go, and JavaScript through Docker containerization with network isolation, read-only filesystems, and resource limits for safely running user-provided code in sandboxed environments.

A standalone MCP server for Cloudera Machine Learning (CML) that enables automated management of data science projects, job scheduling, file operations, and ML runtime environments.

A high-performance C++23 multi-agent framework providing MCP-compliant tools for filesystem automation, Git management, and system execution with specialized domain agents for DevOps, coding, and security.

A remote access system using reverse SSH tunnels that allows AI agents like Claude to manage, explore, and execute commands on machines behind firewalls or NAT.

A document analysis MCP server that transforms files into navigable hierarchical structures, allowing AI agents to systematically read, search, and navigate long-form content using parent-child relationships.

The fileAI MCP server provides an interface to an AI-powered file processing pipeline for OCR, document classification, and structured data extraction.

A robust MCP server for Obsidian that turns local vaults into AI-ready knowledge bases with advanced indexing, search, and automated metadata management.

MCP (Model Context Protocol) Server. Provides persistent memory and context management using local vector storage and SQLite database, enabling semantic search and indexed retrieval of stored information with automatic vectorization and configurable similarity thresholds for complete privacy and data control.

A specialized MCP server for managing technical glossaries within Obsidian vaults, enabling structured creation and retrieval of markdown-based definitions.

MCP (Model Context Protocol) Server. Provides secure filesystem operations for reading, writing, and manipulating files and directories within specified access boundaries.

A comprehensive MCP server that enables AI models to manage Slack workspaces through channel operations, user management, messaging, and advanced Block Kit formatting.