File Systems

A git forensic analysis tool that prevents refactoring bugs by identifying hidden file dependencies and change patterns in local repositories.

A robust MCP server for comprehensive Excel (.xlsx and .xls) manipulation, enabling AI agents to read, write, search, and format workbooks using the NPOI library without requiring Microsoft Office.

An MCP server that integrates with Octo Browser's antidetect platform to automate multi-account browsing, profile management, and fingerprint-protected web interactions via natural language.

A bridge between Agileday's talent platform and LLMs, enabling natural language queries to discover expert employees, view competence profiles, and explore organizational skill taxonomies.

A robust shell execution server that enables system administration through direct command execution, directory management, and automated interactive program handling via expect-style scripting.

MCP (Model Context Protocol) Server. Integrates with GroundX to provide document search and ingestion capabilities, enabling domain-specific knowledge retrieval without requiring direct access to underlying document storage.

A persistent memory system for LLMs providing hierarchical compression and semantic search using ChromaDB to overcome context window limitations.

A text-to-speech MCP server powered by the Kokoro TTS model, offering high-quality voice synthesis with customizable parameters and local execution without requiring API keys.

A tool that enables AI to save cleaned conversation histories as organized markdown files, automatically stripping out metadata like thinking processes and tool execution details.

A robust MCP server for Douyin/TikTok content processing that extracts metadata, downloads watermark-free videos, and performs AI-driven speech-to-text transcription.

A persistent memory storage and retrieval server using Mem0, allowing AI agents to maintain long-term context and personalize user experiences across sessions.

A terminal-based tool and MCP server for managing GitHub stars using a ranger-style interface and automated categorization tools for AI agents.

MCP (Model Context Protocol) Server. Provides a lightweight note storage system for creating, reading, and summarizing notes with custom styling options, designed to run efficiently on Raspberry Pi devices.

A robust file discovery server for local systems that provides advanced filtering by metadata, attributes, and internal content across multiple root directories.

A Node.js MCP server that enables comprehensive Git repository exploration, allowing users to clone, browse structures, read file contents, compare branches, and analyze commit histories.

A comprehensive MCP server for Instagram integration that allows users to browse profiles, view timelines and stories, search for accounts, and perform engagement actions like liking and commenting.

A Spigot/Paper Minecraft server bridge that enables remote administration through console command execution, file system management, and real-time log monitoring via MCP.

An MCP server that enables AI models to analyze and describe images from local file paths or URLs using OpenAI-compatible vision models like GPT-4o or local alternatives like Ollama.

A Qt-based MCP server providing managed access to local source code files for listing, reading, and writing operations.

A comprehensive MCP server for Xiaomi Cloud Notes that enables reading, searching, and managing notes and folders with Markdown/XML conversion and image upload support.

A robust Getting Things Done (GTD) implementation that automates task and project management through Markdown files and YAML metadata. It manages the full lifecycle of actions, projects, areas, and goals with built-in audit tools to ensure system integrity.

MCP (Model Context Protocol) Server. Enables web scraping, internet searching, and local file interactions through Playwright, Firecrawl, and Tavily integrations for comprehensive content retrieval and manipulation.

A documentation automation server that analyzes project structures and metadata to generate professional, formatted README files with technology detection and badges.

A high-performance asynchronous website cloning engine that supports dynamic JavaScript rendering, authentication bypass, and asset archival for AI agents and developers.

A RAG-based MCP server using LangChain and ChromaDB to provide semantic search, PDF ingestion, and cross-encoder reranking for context-aware document citation.

A specialized MCP server for read-only Excel workbook analysis, offering features like metadata extraction, range-based sheet reading, and cross-sheet text searching.

A centralized orchestrator that routes natural language queries to specialized tools for filesystem operations, web browsing via Playwright, and GitHub repository management.

A lightweight MCP server that provides long-term memory for AI agents using TinyDB JSON storage with schema validation and multi-database management.

A code review assistant that automates gathering git diffs and lint results for JavaScript, TypeScript, and Vue files, providing structured AI-powered feedback via the Gemini CLI.

A Bun-based MCP server that enables AI models to parse and query Swagger/OpenAPI documentation from local files or remote URLs to facilitate API integration and code generation.