File Systems

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

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

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 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.

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

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

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.

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

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

A structured development workflow system that maintains persistent project context through five specialized operational modes and file-based state management.

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 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.

An Airflow ETL Pipeline Generator that integrates with databases, S3, SMB, Kafka, and GitLab to automate the creation of Spark-based data pipelines. It facilitates data source validation, schema extraction, and DAG generation through a conversational interface.

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 decentralized file storage server that enables AI agents to autonomously manage, upload, and semantically search files on the Filecoin network using folder NFTs.

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 Model Context Protocol server that enables AI assistants to safely delete files using both absolute and intelligent relative path resolution.

A comprehensive MCP server providing 85 tools to manage Oracle Cloud Infrastructure (OCI) resources including Compute, Databases, K8s (OKE), Networking, Storage, IAM, and Cost Management with dynamic profile switching support.

A text-based RPG engine that enables AI models to act as dungeon masters by providing tools for room navigation, player status management, and ASCII map rendering of procedurally-defined dungeons.

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.

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.