File Systems
Local files, S3, GCS, Dropbox, and other storage systems
2,966 servers in this category
Douyin
A robust MCP server for Douyin/TikTok content processing that extracts metadata, downloads watermark-free videos, and performs AI-driven speech-to-text transcription.
GitHub URL Converter
An MCP server specialized in handling GitHub URLs, providing tools to parse, build, and validate repository accessibility including detection of private vs. non-existent repositories.
Sketchfab
A tool-based interface for the Sketchfab API that enables searching for 3D models and downloading them directly using their unique identifiers.
Minecraft Developer
A Spigot/Paper Minecraft server bridge that enables remote administration through console command execution, file system management, and real-time log monitoring via MCP.
Image Recognition
An MCP server that enables AI models to analyze and describe images from local file paths or URLs using OpenAI-compatible vision models like GPT-4o or local alternatives like Ollama.
swagger-mcp-tool
A Bun-based MCP server that enables AI models to parse and query Swagger/OpenAPI documentation from local files or remote URLs to facilitate API integration and code generation.
Xiaomi Notes
A comprehensive MCP server for Xiaomi Cloud Notes that enables reading, searching, and managing notes and folders with Markdown/XML conversion and image upload support.
Unified MCP Framework
A centralized orchestrator that routes natural language queries to specialized tools for filesystem operations, web browsing via Playwright, and GitHub repository management.
Mem0
A persistent memory storage and retrieval server using Mem0, allowing AI agents to maintain long-term context and personalize user experiences across sessions.
Hunyuan Image (Replicate)
A specialized MCP server that integrates Tencent's Hunyuan Image 2.1 model via Replicate to provide high-quality text-to-image generation with customizable dimensions and batch processing.
MCP Generix
Provides semantic search and management of shared documentation using ChromaDB and OpenAI embeddings. It enables users to query local documents by meaning, list files, and read content through natural language tools.
mcp-edit-math
A stateful architectural gatekeeper that prevents AI coding bugs by enforcing a multi-step verification process and human-in-the-loop approval before allowing file edits.
Markdownify MCP Server
A versatile MCP server that transforms numerous file formats (Office docs, PDFs, images, audio) and web content (YouTube, Bing, URLs) into clean Markdown for LLM consumption.
Brewteco MCP Server
Integrates Brewteco APIs with AI assistants, enabling natural language queries for sales data, product performance, team analytics, customer segmentation, and detailed customer profiles across multiple store locations.
MCP Document Converter
Converts Markdown text to Word documents via HTTP API, providing temporary download links with automatic file cleanup after 2 hours.
Freepik Seedream MCP Server
A comprehensive MCP server for interacting with Freepik's API, enabling AI image generation via Seedream 4.0, natural language image editing, and extensive search and download capabilities for stock assets.
sisterd_lite
A comprehensive Linux system management MCP server that enables LLMs to monitor system metrics, control processes, manage Docker containers, and even perform self-editing of its own workspace and environment.
Peekaboo MCP
A read-only file system MCP server that provides AI agents with full codebase context while restricting their modification capabilities to a specific workspace directory.
Memex Targeted Search Server
A specialized MCP server that provides targeted search capabilities across Memex conversation history and local project files using smart context management and faceted filtering.
Substack MCP Server
Enables interaction with Substack publications through natural conversation, allowing users to create posts with cover images, publish notes, manage content, and retrieve profile information.
C++ UML Class Diagram Generator
Analyzes C++ source code to automatically generate UML class diagrams in PlantUML format, extracting classes, inheritance relationships, and member visibility from directories or file contents.
Project Memory MCP
A pure prompt-provider MCP server that assists Claude in managing project context, task parsing, and code reviews through structured instructions without direct file access.
Audio Playback MCP Server
An MCP server that enables control over local audio playback through virtual devices, allowing users to play, stop, and monitor audio files with built-in path safety.
Python MCP Server Examples
A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.
BinDiff MCP Tool
Enables binary comparison capabilities by leveraging IDA Pro and BinDiff to analyze similarities and differences between files. Users can perform automated function analysis to identify changed functions and compare original binaries against patched versions.
Twining MCP Server
Provides agent coordination for Claude Code through a shared blackboard, decision tracking with rationale, and local semantic search over git-trackable JSONL files. It enables users to assemble tailored context packages and manage a lightweight knowledge graph for complex development tasks.
GitIngest
MCP (Model Context Protocol) Server. Provides direct access to GitHub and GitLab repositories for code exploration, searching, and analysis with intelligent file filtering and support for various Git references.
custom-mcp-server
A demonstration MCP server project showcasing foundational patterns for tool management, file operations, and Google ADK integration using TypeScript.
Scantool - File Scanner MCP
Analyzes source code structure across multiple languages using tree-sitter, extracting classes, functions, methods, and metadata with precise line numbers for efficient codebase exploration and AI-assisted development.
MCP LLMS-TXT Documentation Server
Provides controlled access to llms.txt documentation files through MCP tools, allowing AI assistants to fetch and read documentation from user-approved domains with full audit visibility of tool calls and context retrieval.