File Systems

A SQLite-backed expense management server that allows users to add, list, and total expenses through natural language using FastMCP and LLM integration.

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.

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.

A demonstration MCP server project showcasing foundational patterns for tool management, file operations, and Google ADK integration using TypeScript.

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.

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.

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.

Enables interaction with Substack publications through natural conversation, allowing users to create posts with cover images, publish notes, manage content, and retrieve profile information.

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.

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.

Converts Markdown text to Word documents via HTTP API, providing temporary download links with automatic file cleanup after 2 hours.

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.

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.

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.

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.

A Model Context Protocol server for managing S3-compatible storage, allowing LLMs to list buckets, browse objects, and read, upload, or delete files.

Enables persistent SSH sessions and SFTP file transfers with native GUI credential prompts for secure remote server management. It supports background command execution, session pooling, and automatic connection reuse across multiple commands.

A comprehensive music design system that allows AI to compose music using deterministic YAML arrangements. It provides 37 tools for managing patterns, styles, and structures that compile into Score IR and MIDI files.

Enables AI agents to interact with GitLab repositories, monitor documentation changes, manage issues and merge requests, and search across projects with comprehensive file and commit operations.

A comprehensive MCP server for browser automation via Puppeteer, featuring specialized agents for file management, QNAP network storage integration, and agent-to-agent task handoffs.

A Model Context Protocol server framework featuring dynamic tool loading and automatic tool discovery from a dedicated directory. It leverages FastMCP to provide a robust environment for building, configuring, and testing individual Python-based tools.

A financial data MCP server that securely connects to Plaid's API to synchronize bank transaction history and retrieve real-time account balances.

An AI-powered job recommender built on the Model Context Protocol that provides personalized career suggestions through resume and skills matching. It utilizes LLMs and external tool integrations to help users find relevant job openings based on their professional profile.

An image analysis server that leverages Vision Language Models via OpenAI-compatible APIs to process and interpret visual data from both URLs and local files.

An MCP server framework featuring dynamic tool loading and a modular one-tool-per-file architecture for rapid development. It supports both Stdio and HTTP transport modes, offering automated test generation and centralized configuration management.

A specialized MCP server for managing MindMup mind maps stored on Google Drive, allowing users to search, retrieve, and parse complex visual data structures through natural language interfaces.

A tool-based MCP server that scrapes web content into markdown using the Jina Reader API and provides indexed search over documentation files using minsearch.

A Model Context Protocol server that uses Instaloader to download Instagram posts, videos, stories, highlights, and profile pictures with optional metadata extraction.

Converts entire codebases into a single, AI-optimized Markdown document featuring directory trees and syntax highlighting. It provides AI assistants with full project context for code reviews, documentation, and refactoring within the MCP ecosystem.

SQLite-backed memory storage for MCP agents with optional semantic search via OpenAI embeddings, enabling agents to remember, recall, and manage contextual information across sessions.