File Systems

MCP (Model Context Protocol) Server. Integrates with Typesense search to enable natural language queries for candidate profiles and resumes with powerful filtering, sorting, and grouping capabilities for recruitment workflows.

An MCP server that indexes local Maven and Gradle repositories, enabling AI agents to perform semantic searches, extract method signatures, and decompile source code from Java dependencies.

MCP (Model Context Protocol) Server. Enables Large Language Models to interact with the Kaltura Media Management Platform, providing comprehensive media operations like listing, retrieving, uploading, and managing media entries, categories, and users through multiple transport mechanisms.

A comprehensive collection of Model Context Protocol (MCP) servers categorized by functionality. This repository helps developers and AI enthusiasts discover and utilize the wide array of available MCP servers for various applications.

🧠 Blazingly fast persistent memory for AI assistants. Sub-millisecond SQLite storage with smart tagging, full-text search, and automatic relationships. MCP server + CLI.

MCP (Model Context Protocol) Server. Provides structured memory management for project-based work through markdown file storage, enabling persistent context across chat sessions with efficient Lunr.js indexing for retrieval, updating, and relating memories.

A comprehensive MCP server for 360 AI Cloud Storage that enables AI models to perform file operations, batch video downloads, and cloud file management via Stdio, HTTP, or SSE protocols.

MCP (Model Context Protocol) Server. Provides a knowledge graph-based memory system for creating, managing, and querying structured information with features like custom file paths, timestamping, and advanced search capabilities.

MCP (Model Context Protocol) Server. Provides a SQLite-based database backend for efficient data storage and retrieval, leveraging Rust and integrating with mcp-core and mcp-server libraries for embedded systems, desktop applications, or small-scale server deployments.

A comprehensive MCP server for managing Google Cloud Platform resources including Compute Engine, Cloud Run, BigQuery, and Storage through a standardized interface.

MCP (Model Context Protocol) Server. Integrates with the Figma API to enable design file operations, comment management, and access to design assets for AI-driven analysis and collaboration.

A secure Node.js execution environment designed for AI agents to run JavaScript code and manage NPM packages within isolated Docker containers.

MCP (Model Context Protocol) Server. Automatically organizes files by categorizing them based on extensions while preserving project structures for efficient directory management and backup preparation.

A workflow automation server that enables parallel execution of shell commands and AI coding agents across customizable lists of items with real-time streaming output.

An intelligent 3D printing assistant that enables users to analyze meshes, generate optimal print profiles, and automate PrusaSlicer operations through an MCP client. It provides a comprehensive suite of tools for geometric analysis, printability checks, filament recommendations, and post-print diagnostics.

A specialized MCP server for Google Gemini Flash 2.5 that enables text-to-image generation, natural language image editing, and multi-image composition with built-in batch processing.

MCP (Model Context Protocol) Server. Python-based web crawler extracts website content into markdown files, enabling efficient content aggregation and site archiving.

Fetch web pages and convert HTML to clean, formatted Markdown. Handles large pages with automatic file saving to bypass token limits.

A comprehensive MCP server that enables AI agents to manage NocoDB databases through full CRUD operations, schema management, advanced querying, and file attachment handling.

Browse the web with filesystem commands. 38 MCP tools: ls, cd, grep, click, type via Chrome.

A comprehensive MCP server that enables browsing and interacting with Microsoft SharePoint sites, allowing users to search files, list document libraries, and retrieve document content via the Microsoft Graph API.

A specialized MCP server that transforms large-scale text and web content into structured knowledge graphs with real-time SVG visualization and persistent storage in Neo4j and Qdrant databases.

A productivity-focused MCP server that integrates with the Routine application to manage tasks, calendars, documents, and contacts via WebSocket RPC.

A development tool that allows AI agents to inspect local Python environments by exploring package structures, reading source code, and fetching PyPI documentation.

A multi-agent code analysis server that coordinates Claude, Codex, and Gemini CLI agents to provide brutal, honest feedback on code quality, architecture, and security with real file-system access.

A comprehensive data engineering MCP server for local file processing, data quality validation, complex transformations, and API integrations.

A low-latency Retrieval-Augmented Generation (RAG) server that provides semantic document search and AI-powered summarization using ChromaDB and OpenAI-compatible embeddings.

A specialized MCP server for compiling Delphi projects that automates complex library path management, parses .dproj files, and filters compiler output into structured error data.

A comprehensive filesystem MCP server that provides advanced directory analysis, regex-based file editing, Git integration, and atomic batch operations with rollback support.

A comprehensive MCP server for ClickUp offering 170+ tools for managing tasks, docs, and workflows with AI-powered efficiency suggestions and full GitHub Flavored Markdown support.