File Systems

A codebase analysis server that identifies critical files through dependency mapping and importance scoring, offering visualization via Mermaid diagrams and persistent file summaries.

A specialized MCP server for Android reverse engineering that provides tools for decoding, analyzing, and modifying APK files using Apktool and Smali code analysis.

Bridges AI models with Obsidian knowledge bases, providing comprehensive tools for full-text search, note management, folder operations, and automated strategic insights through the Local REST API.

A TypeScript-based MCP server for local-first document management and semantic search, featuring Gemini AI integration for intelligent document analysis and natural language queries.

An MCP server that enables interaction with Google Drive and Sheets, allowing users to search, read files, and manipulate spreadsheet data through defined API tools.

Server to interact with Firebase services including Firebase Authentication, Firestore, and Firebase Storage.

MCP (Model Context Protocol) Server. Accepts text descriptions, generates corresponding images, and offers image download and save functions.

Connect to the Strava API to access activity data, athlete profiles, segments, and routes, enabling fitness tracking and analysis with Claude.

A tool that enables AI assistants to interact with Figma designs by viewing node thumbnails, reading file contents, and managing comments through the Figma REST API.

A comprehensive MCP server for OpenAI's Sora 2 API, enabling seamless video generation, remixing, status tracking, and automated downloading directly within AI clients.

A high-performance Rust-based file system analysis tool that provides AI-optimized directory visualization, quantum compression, and persistent memory anchoring for large codebases.

Provides a Model Context Protocol integration with Google Drive for searching, listing, and reading files with automatic format conversion for Google Workspace documents.

A comprehensive MCP server for TickTick and Dida365 that allows users to manage tasks, projects, and deadlines using natural language via OAuth2 authentication.

A Python-based MCP server for managing Proxmox virtualization environments, enabling control over nodes, virtual machines, storage, and cluster resources via the Proxmox API.

The server designed to connect MasterGo design tools with AI models. It enables AI models to directly retrieve DSL data from MasterGo design files.

An MCP server that bridges OpenAI's Agent SDK with multiple LLM providers (OpenAI, Anthropic, Ollama) to execute autonomous engineering tasks with full file system access.

A specialized macOS MCP server that provides intelligent clipboard management and a private agent buffer for byte-perfect file manipulation without token overhead.

A comprehensive MCP server that enables AI assistants to manage and query Google Cloud Platform resources including GKE, Cloud SQL, Billing, and Logging using natural language.

EdgeBox is a local desktop sandbox that empowers AI agents with 'Computer Use' capabilities, providing a secure Docker-based environment for multi-language code execution, shell access, and full GUI automation.

A comprehensive MCP server for GitHub Gists that enables AI models to manage personal knowledge, daily notes, and reusable prompt templates directly through conversation.

A collection of Model Context Protocol (MCP) servers built on the Quarkus framework for Java, providing integrations for databases, Kubernetes, container engines, and the Wolfram Alpha API.

A line-oriented text editing server optimized for LLMs with efficient partial file access, hash-based conflict detection, and support for atomic multi-file operations.

The Mux MCP server enables AI assistants to interact with the Mux Video and Data platform for video management, live streaming, and analytics integration.

A local codebase semantic search server that uses Matryoshka Representation Learning (MRL) embeddings and SQLite to help AI assistants find relevant code by meaning instead of just keywords.

A comprehensive MCP server for programmatic Microsoft Word (.docx) manipulation, offering advanced tools for formatting, table management, and section-based editing via Python.

Enables interaction with Twitter/X data to retrieve user profiles, search tweets, and track engagement metrics. It provides advanced capabilities for monitoring follower events, KOL activity, and accessing deleted tweets.

A secure Model Context Protocol server for controlled command-line execution, featuring strict whitelisting, path validation, and shell injection protection.

A specialized MCP server that connects LLMs to BloodHound's Neo4j database, allowing security professionals to perform Active Directory and Azure AD attack path analysis using natural language.

A privacy-focused local semantic code search server that uses EmbeddingGemma and FAISS to provide intelligent code exploration and retrieval without cloud-based API costs.

A workflow-based MCP server that allows AI agents to escalate questions to humans via a markdown file, preventing hallucinations by ensuring critical decisions are verified by a person.