File Systems

A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents.

Nexus MCP for Obsidian transforms your local vault into an AI-powered workspace, providing a two-tool architecture for efficient file management, semantic search, and long-term memory maintenance via MCP clients.

A specialized MCP server that integrates with the Mythic Command and Control (C2) framework, allowing AI models to perform automated penetration testing tasks and security workflows.

A privacy firewall for LLMs that detects and redacts sensitive information like names, emails, and dates from PDF documents using the Tinfoil AI platform before sharing with models.

A specialized MCP server that integrates social media scraping for LinkedIn, Facebook, and Instagram with Google search capabilities via RapidAPI and Serper.

A blazingly fast Rust-powered MCP server providing comprehensive code intelligence for 16 languages. It offers 75+ tools for symbol extraction, call graph analysis, neural semantic search, and advanced security scanning including taint analysis and SBOM generation.

An MCP server that provides text-to-speech capabilities using Kokoro, allowing for high-quality MP3 generation with optional automatic uploading to AWS S3.

An MCP server that provides access to fal.ai's machine learning models, allowing users to list models, fetch schemas, generate content, and manage queued processing requests.

A bidirectional bridge between Sketch design files and development IDEs, allowing for real-time design inspection, component extraction, and element creation via natural language.

An image generation and editing MCP server powered by Gemini 2.5 Flash, enabling text-to-image creation, iterative modifications, and reference image support with automated cross-platform file management.

A Model Context Protocol server that utilizes Microsoft's MarkItDown utility to convert various file formats including PDF, Word, Excel, and images into clean Markdown text.

A local indexing and retrieval service that enables semantic code search by wrapping Cursor's backend RepositoryService with support for incremental synchronization.

A design orchestrator that integrates Superdesign's AI capabilities into Claude Code to generate and iterate on UI components, wireframes, and design systems without requiring additional API keys.

A community-maintained collection of MCP servers including tools for searching LLM.txt files, making curl-like HTTP requests, and accessing macOS system information.

A demonstration MCP server built with Node.js that provides math calculation and environment variable retrieval tools, designed for easy integration with IDEs like Cursor.

A Python-based MCP server that connects AI coding agents to Figma's API, enabling them to access design files and prototypes directly for code generation.

A specialized MCP server that integrates with the Nutrient Document Web Service Processor API to enable document manipulation, digital signing, and OCR using natural language.

A robust RAG server that indexes Markdown, PDF, and PowerPoint files into a PostgreSQL pgvector database using multilingual embeddings for high-quality semantic search.

A comprehensive MCP server that enables AI to build and manage React applications by automating project creation, terminal commands, file manipulations, and long-running process tracking.

MCP (Model Context Protocol) Server. Integrates with Google Drive API to enable file listing, searching, and reading for document retrieval and content analysis tasks.

A Model Context Protocol server that integrates with Appwrite's Backend-as-a-Service platform to manage databases, users, functions, storage, and more. It allows LLMs to interact directly with Appwrite APIs to perform administrative and data management tasks.

A Python code execution sandbox providing stateful IPython kernels and programmatic MCP tool calling with tool call approval. It enables agents to execute code actions that compose multiple MCP tools securely within a sandboxed environment.

Vesta macOS Distribution - Official releases and downloads.Vesta AI Chat Assistant for macOS - Built with SwiftUI and Apple Intelligence using Apple's on device model on MacOs Tahoe (MacOS 26). Now with side-by-side Qwen3-VL for vison

This MCP server enhances JSON Resumes by analyzing local codebases and fetching project metadata, using OpenAI to intelligently update profiles with professional skill and project descriptions.

A robust RAG engine and file indexer that provides semantic AI search and question-answering capabilities for local documents including PDFs and images with automatic OCR.

MCP (Model Context Protocol) Server. Connects to the CIViC GraphQL API for precision oncology research, enabling flexible searches across diseases, therapies, molecular profiles, and phenotypes with detailed evidence reports and literature citations.

A comprehensive MCP server providing tools to manage connected Android devices via ADB, including file system operations, package management, and device utility functions like screenshots and speed checks.

MCP (Model Context Protocol) Server. Implements a file-based project context management system that maintains persistent memory across sessions through structured markdown files for tracking progress, decisions, and system patterns.

A data-driven MCP server that orchestrates complex software development workflows by combining custom system prompts with sequences of tools across multiple MCP servers using YAML configurations.

A flexible library that automatically converts Pydantic models into MCP, gRPC, and Connect-RPC services, enabling AI assistants to interact with Python objects as tools without manual protobuf definition.