File Systems

A comprehensive enterprise intelligence MCP server providing deep insights into business operations, financial history, brand strength, and market sentiment for Chinese companies.

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.

MCP (Model Context Protocol) Server. Provides sandboxed Lua code execution environments with session management, package installation via LuaRocks, and filesystem operations using Teal's type-safe architecture for educational coding assistance and data analysis workflows.

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

A comprehensive MCP server for interacting with the GitLab API, supporting repository management, file operations, issue tracking, and merge requests. It uniquely handles both project and group-level milestones for cross-project workflow coordination.

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

Connects to the kChat platform to manage channels, threads, and direct messages, enabling AI agents to interact with team communications and user profiles.

A Docker-based local RAG backend that implements the Model Context Protocol to provide advanced document search through a combination of vector, graph, and full-text retrieval using Neo4j and Graphiti.

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

A smart proxy server for MCP that prevents LLM context window bloat by caching large tool responses to local files and returning compact resource links. It supports automatic format conversion, direct tool calls, and secure file-based data uploads for massive datasets.

MCP (Model Context Protocol) Server. Reimagined server for filesystem access with privacy-preserving path aliases and an optimized LLM-friendly API.

A tool for Claude to interact with Sonarr and Radarr APIs, allowing users to search media libraries, check upcoming releases, and manage download queues through natural language.

A robust MCP server that executes jq queries against local JSON files, supporting multi-file globbing, validation, and real-time monitoring.

A comprehensive MCP server providing tools to retrieve profile metrics and content from major social platforms including Instagram, TikTok, Twitter/X, YouTube, and Reddit for social media research and analysis.

An MCP server for high-fidelity document conversion that allows LLMs to transform files between .docx and Markdown while maintaining consistent formatting using reference templates.

Arduino MCP server for arduino-cli setup, hardware detection, compile/upload, and serial monitoring.

AutoBuild is a profile-based build automation server for MCP that provides asynchronous queuing, lifecycle management, and file system watching to automate developer workflows and CI tasks.

An MCP server for personal finance management using SQLite to store, categorize, and summarize expenses over custom date ranges.

An intent-based MCP server that integrates Breville's Brandfolder DAM with AI, enabling natural language discovery of regional brand assets, product photography, and marketing materials.

A comprehensive multi-tool MCP server for local language models featuring web search, internal document management, academic research via arXiv and Crossref, and mathematical calculations.

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

A tool that integrates Poly.Pizza's 10,500+ low-poly 3D models directly into Unity projects, enabling automated model searching, importing, and prefab generation via LLM commands.

MCP (Model Context Protocol) Server. Provides a bridge for efficient file uploads within AI-assisted workflows, enabling seamless integration of file handling capabilities into existing systems.

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

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.

MCP (Model Context Protocol) Server. Integrates with Spring Boot to process CSV and Excel files, enabling data extraction and manipulation for analysis, reporting, or system integration tasks.

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

A coordination layer for multi-agent development that prevents file-locking conflicts through a soft-locking 'intent' protocol and a real-time message bus.