File Systems

A robust MCP server designed for interacting with Obsidian vaults, offering natural language querying, graph-aware search, and advanced knowledge management tools like note auditing and synthesis detection.

A local-first documentation and source code indexer that provides fast full-text search, AST-based code intelligence, and impact analysis via the Model Context Protocol.

A tool-capable MCP server that integrates with YouTube and yt-dlp to allow Large Language Models to search, download, and manage music playback locally.

MCP (Model Context Protocol) Server. Builds a graph of Python code relationships to intelligently navigate codebases, prioritize relevant sections, and include README files while staying within token limits.

- An MCP server for Bluesky, a decentralized social network. It enables automated interactions with the AT Protocol, supporting features like posting, liking, reposting, timeline management, and profile operations.

MCP (Model Context Protocol) Server. Integrates with the GitHub API to provide file browsing, content retrieval, and directory navigation capabilities for analyzing and accessing repository contents.

A tool for managing Opentrons OT-2 and Flex laboratory robots via natural language, supporting protocol management, run execution control, hardware operations, and comprehensive API documentation.

A high-performance Go-based MCP server for persistent memory storage using libSQL, featuring multi-project support, vector search, and hybrid search capabilities for managing complex knowledge graphs.

Memex is a persistent memory layer for AI agents that manages a local knowledge base of guides and contexts using semantic vector search and a structured markdown file system.

A versatile transcription MCP server that extracts text from video platforms like YouTube and Bilibili using local Whisper models or online ASR services from JianYing and Bcut.

A comprehensive MCP server that enables remote hardware control of ESP32 CYD boards, including display drawing, touch input sensing, GPIO manipulation, and system monitoring over WebSockets.

A containerized MCP server that provides secure shell command execution, background process management, and comprehensive file operations within an isolated Docker environment via HTTP transport.

A DuckDB-powered RAG server that provides document processing, semantic search, and hybrid retrieval with specialized chunking for code and text files. It integrates with MCP to offer advanced vector analytics and document retrieval capabilities.

MCP (Model Context Protocol) Server. Integrates with Zulip's REST API to send messages, manage conversations, handle files, schedule messages, and interact with users across organizations with support for channel and direct messaging, emoji reactions, and draft management.

A Model Context Protocol server that facilitates secure interaction with Proton Drive, allowing AI assistants to list, read, write, and manage encrypted cloud files through local filesystem access.

A personal information management server that organizes data into dynamic topics with support for AES-256 encryption and OTP authentication. It enables structured metadata tracking and batch operations for tasks, contacts, and personal records.

MCP (Model Context Protocol) Server. Provides long-term memory storage for LLM conversations using Redis Graph, enabling persistent knowledge graphs for maintaining context across interactions and building complex information networks.

An AI-native MCP server providing task-oriented tools to interact with Obsidian vaults via a local REST API, optimized for LLM reasoning rather than simple CRUD operations.

MCP (Model Context Protocol) Server. Integrates with arXiv to enable flexible paper search, PDF downloading, and text extraction for literature review, research trend analysis, and automated summarization in scientific domains.

MCP (Model Context Protocol) Server. Provides local speech-to-text transcription using whisper.cpp with automatic audio format conversion, intelligent chunking for long files, speaker diarization, and multiple output formats for private transcription workflows without cloud dependencies.

MCP (Model Context Protocol) Server. Enable efficient storage, retrieval, and querying of structured data in the cloud for large-scale applications.

MCP (Model Context Protocol) Server. Integrates with local filesystems to enable file operations, analysis, and manipulation across various file types and structures.

An MCP server that provides AI agents with full access to the X (Twitter) API for posting, searching, and managing engagement through natural language. It supports comprehensive tools for tweet management, media uploads, and account analytics across multiple MCP-compatible clients.

MCP (Model Context Protocol) Server. Lightweight server for reading, modifying, searching, and navigating Obsidian notes through the Obsidian Local REST API, enabling granular content manipulation across Markdown files.

Build MCP servers from single TypeScript files. One file becomes an MCP server, CLI tool, and web UI — automatically.

MCP (Model Context Protocol) Server. Retrieves image dimensions from URLs and local files with optional compression capabilities through the Tinify API for image analysis and processing tasks.

A robust MCP server for large-scale code refactoring and pattern matching, enabling precise regex-based search and replace operations with context-aware filtering and glob support.

MCP (Model Context Protocol) Server. Bridges Jupyter notebooks with Earth science data analysis by enabling direct NASA Earth Data granule downloads with temporal and geographic filtering capabilities.

MCP (Model Context Protocol) Server. Provides a local vector database system for semantic code search with zero-configuration setup, real-time file monitoring, and incremental indexing to help developers navigate large codebases efficiently.

A specialized MCP server that converts Figma design components into React Native code, automating the bridge between design and development by preserving component hierarchy and types.