File Systems

A dynamic MCP server that allows users to transform any CLI or bash command into an MCP tool and create structured AI prompt templates using simple YAML configuration files.

An MCP server that enables LLMs to analyze and decompile Java dependencies in Maven projects, providing source code and class structures for better coding accuracy when local source is missing.

A RAG-focused MCP server that enables multimodal document indexing and querying across multiple file formats (PDF, DOCX, etc.) using LightRAG for advanced retrieval modes.

Claude Server is an MCP implementation that enhances Claude's capabilities by providing sophisticated context management across sessions, enabling persistent knowledge organization through hierarchical project contexts and continuous conversation threads stored in a well-structured ~/.claude directory.

A professional MCP server that connects to the QMT platform to provide real-time and historical Chinese A-share market data, enabling automated stock analysis and data retrieval.

MCP (Model Context Protocol) Server. Enables AI to perform complex TypeScript/JavaScript refactoring operations like renaming symbols, moving code between files, and updating import paths through ts-morph's powerful code transformation capabilities.

A TCL scripting environment that enables agents to execute code, create custom tools, and manage an ecosystem of external MCP servers through a flexible namespace system.

An intelligent MCP server for automated code analysis via OpenAI, comprehensive code collection into markdown documentation, and automated setup of essential MCP development tools.

A secure MCP server for Claude Desktop users on Windows to interact with WSL, offering read-only system monitoring and safe command execution with dangerous command detection.

Connects Claude to GitHub Pull Requests to fetch and filter code diffs for AI-assisted reviews. It enables listing open PRs and analyzing changes while automatically excluding binary and asset files to focus on relevant code.

A modular Python MCP (Model Context Protocol) Server for analyzing PCAP files.

MCP (Model Context Protocol) Server. Integrates with Obsidian vaults through the Local REST API plugin to provide file operations, search, frontmatter management, Dataview queries, block references, templates, periodic notes, and graph analysis for knowledge management workflows.

MCP (Model Context Protocol) Server. Maintains a structured knowledge graph of project entities and relationships, enabling users to track progress, manage tasks, monitor milestones, and assess project health through persistent storage and specialized analysis tools.

MCP (Model Context Protocol) Server. Integrates with BlueSky's API to retrieve user profiles and social graph data, enabling user analysis, network visualization, and content discovery.

A tool for exploring and interacting with Swagger/OpenAPI specifications, enabling LLMs to discover endpoints, access documentation, and generate natural language summaries for API integrations.

A persistent memory system for AI agents that provides semantic search, temporal versioning, and importance-based decay using SQLite and Qdrant integration.

ChatBI is a conversational data analysis server that transforms CSV and Excel files into insights by generating and executing Python code via LLMs, featuring automatic error correction and visualization.

A production-ready Django app implementing Firebase Model Context Protocol (MCP) server with 14 Firebase tools for AI agents. Features standalone agent, HTTP/stdio transport, LangChain integration, and complete Firebase service coverage (Auth, Firestore, Storage).

MCP (Model Context Protocol) Server. Enables AI to capture screenshots of computer screens for analyzing visual interfaces, debugging, or assisting with web development tasks without manual image uploads.

MCP (Model Context Protocol) Server. Provides secure, isolated Python code execution environments with modular architecture for running untrusted code, testing solutions, generating visualizations, and performing file operations through multiple backend options including E2B and Firecracker microVMs.

A temporal memory system for AI that mimics human forgetting curves, featuring automatic entity extraction, reinforcement through use, and a two-layer storage architecture (STM and LTM).

A toolset for AI assistants to programmatically download web images and perform optimization tasks like resizing and quality adjustment.

MCP (Model Context Protocol) Server. Integrates with Binance spot trading API to enable automated cryptocurrency trading strategies using SQLite for data storage and secure credential management.

A specialized MCP server for generating and managing Xiaohongshu (Little Red Book) content, featuring AI-powered outline creation, image generation, and multi-page project management.

A specialized MCP server wrapping the bloodyAD tool to provide comprehensive Active Directory enumeration, penetration testing, and object manipulation capabilities through LLMs.

Things3 task management integration for macOS with comprehensive TODO, project, and tag management.

A comprehensive MCP server that enables AI-driven management of GNS3 network simulations, allowing for automated topology creation, device configuration via templates, and real-time troubleshooting.

A robust MCP server for bridging Android Debug Bridge (ADB) with AI clients, allowing natural language control over Android device management, package operations, and file transfer.

A semantic search engine for codebases that uses Google Gemini embeddings and Qdrant vector storage to provide intelligent code discovery and visualization.

A specialized MCP server for Old School RuneScape (OSRS) that provides programmatic access to the official Wiki API and local game data definitions. It enables searching for items, NPCs, objects, and game variables with full pagination support.