File Systems

A Node.js MCP server that enables comprehensive Git repository exploration, allowing users to clone, browse structures, read file contents, compare branches, and analyze commit histories.

A robust MCP server for Douyin/TikTok content processing that extracts metadata, downloads watermark-free videos, and performs AI-driven speech-to-text transcription.

A terminal-based tool and MCP server for managing GitHub stars using a ranger-style interface and automated categorization tools for AI agents.

A robust MCP server for comprehensive Excel (.xlsx and .xls) manipulation, enabling AI agents to read, write, search, and format workbooks using the NPOI library without requiring Microsoft Office.

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.

A comprehensive network management server for Tailscale that enables device lifecycle management, traffic monitoring, Taildrop file transfers, and security operations with built-in observability through Prometheus and Grafana.

MCP (Model Context Protocol) Server. Enables web scraping, internet searching, and local file interactions through Playwright, Firecrawl, and Tavily integrations for comprehensive content retrieval and manipulation.

A Spigot/Paper Minecraft server bridge that enables remote administration through console command execution, file system management, and real-time log monitoring via MCP.

A high-performance Rust implementation of a persistent knowledge graph memory server using SQLite with full-text search capabilities. It provides ACID-compliant storage for entities, relations, and observations, serving as a long-term memory layer for AI agents.

A centralized orchestrator that routes natural language queries to specialized tools for filesystem operations, web browsing via Playwright, and GitHub repository management.

A Node.js-based MCP server that provides controlled access to sales CSV data, allowing AI agents to preview and inspect datasets for financial analysis workflows.

A comprehensive MCP server for Instagram integration that allows users to browse profiles, view timelines and stories, search for accounts, and perform engagement actions like liking and commenting.

A lightweight MCP server that provides long-term memory for AI agents using TinyDB JSON storage with schema validation and multi-database management.

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.

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.

A gamified self-reflection tool for LLMs that implements a finite 'cookie jar' economy, allowing models to earn rewards for high-quality responses based on user-controlled scarcity.

A specialized MCP server for writing standardized metadata (IPTC/EXIF) to image files including HEIC and PNG, specifically optimized for macOS Spotlight search integration.

Connects AI assistants to the OpenCode CLI, enabling multi-model capabilities with advanced planning modes for structured analysis and safe code execution.

Lizeur is an MCP server that converts PDF documents into clean markdown text using Mistral AI's OCR service, featuring intelligent caching to prevent redundant processing.

A robust Getting Things Done (GTD) implementation that automates task and project management through Markdown files and YAML metadata. It manages the full lifecycle of actions, projects, areas, and goals with built-in audit tools to ensure system integrity.

This MCP server provides an interface to Cloudinary's Upload and Admin APIs, enabling AI assistants to upload, search, manage, and retrieve metadata for digital media assets.

A RAG-based MCP server using LangChain and ChromaDB to provide semantic search, PDF ingestion, and cross-encoder reranking for context-aware document citation.

Provides tools for analyzing project structures, searching through codebases, managing dependencies, and performing file operations with advanced filtering capabilities.

A specialized MCP server for read-only Excel workbook analysis, offering features like metadata extraction, range-based sheet reading, and cross-sheet text searching.

A specialized MCP server for Google Cloud Compliance Manager that enables discovery, deployment, and management of compliance frameworks like NIST and CIS across Google Cloud organizations.

A documentation automation server that analyzes project structures and metadata to generate professional, formatted README files with technology detection and badges.

A high-performance asynchronous website cloning engine that supports dynamic JavaScript rendering, authentication bypass, and asset archival for AI agents and developers.

MCP (Model Context Protocol) Server. Aggregates academic data from Semantic Scholar, OpenAlex, Crossref, and Google Scholar to discover research collaborators with collaboration frequency counts and extract research keywords from scholar profiles for academic network analysis and collaboration mapping.

MCP (Model Context Protocol) Server. Enables parallel communication with multiple unichat-based servers, allowing users to query different language models simultaneously and compare their responses through organized message routing and storage.

A development tool that tracks and analyzes code volume for AI-generated snippets, providing detailed breakdowns of code, comments, and blank lines with persistent storage.