File Systems

A robust content management MCP server that provides advanced Markdown processing, frontmatter parsing, and intelligent fuzzy searching using Fuse.js for building documentation and knowledge base systems.

A file-based personal journaling server that enables AI assistants to record, search, and summarize journal entries with automatic hashtag extraction and a React-based web viewer.

A Google Gemini MCP server that enables multi-turn AI conversations, file and image analysis, and Google Search integration through the AIStudioProxyAPI backend.

A specialized MCP server that bridges Wireshark's TShark utility with AI assistants, enabling automated network packet analysis, session extraction, and protocol filtering.

A specialized MCP server that provides persistent long-term memory for AI agents using vector similarity, graph-based relationships, and thematic clustering across episodic, semantic, and procedural data.

A persistence-focused MCP server that organizes and stores prompts as local markdown files using a chronological naming convention for easy retrieval across sessions.

A robust MCP server for Atlassian Confluence integration, providing full CRUD operations for pages, space management, and advanced search via CQL with automatic markdown conversion.

A specialized MCP server that enables AI assistants to manage and monitor Croit Ceph clusters via dynamic OpenAPI tool generation, featuring advanced log search and token optimization.

A robust MCP server that enables AI assistants to manage and interact with Obsidian vaults through note creation, daily note integration, and task tracking.

High-quality text-to-image generator using the FAL AI Reve model, specializing in accurate text rendering and automatic local file storage of generated assets.

MCP (Model Context Protocol) Server. Enables secure filesystem operations within explicitly allowed directories for reading, writing, editing, and managing local files without switching contexts.

A robust GitLab MCP server providing extensive tools for project management, issue tracking, merge requests, CI/CD pipeline control, and wiki operations via the GitLab API.

An MCP server that implements the llms.txt standard, automatically parsing project documentation maps to expose local files and external web resources to AI models.

The official Gravatar MCP server provides access to user profiles, avatar images, and AI-inferred interests via email or profile identifiers.

A Model Context Protocol server that enables LLMs to generate and save high-quality images locally using OpenAI's DALL-E 3 API with configurable quality and styles.

A comprehensive Jenkins management server that enables remote job monitoring, build control, and console log access through the Jenkins REST API.

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.

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 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 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 specialized architectural assistant that manages GitCode repositories and automatically generates visual mind maps from project README files using Coze workflows to help developers quickly understand codebase structures.

A powerful local management server that enhances AI interactions with files and systems through advanced search, safe command execution, and code formatting tools. It features a robust history and backup system to ensure all file modifications remain safe and reversible.

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 lightweight MCP server that enables AI agents to dynamically fetch specialized markdown-based skills and instructions using semantic search powered by FunctionGemma.

A read-only MCP server designed to provide LLMs with secure access to local Markdown documentation through keyword search, semantic discovery, and structural analysis.

A specialized MCP server that exposes the codetoprompt library to generate LLM-friendly context from codebases, providing detailed project analysis and file retrieval.

An MCP server for Windows 11 24H2+ that provides complete lifecycle management of Windows Sandbox instances, including command execution and shared directory mapping.

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

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