File Systems

A specialized MCP server for SQL analysis that integrates with a local directory of SQL files to demonstrate client-side sampling capabilities. It provides a framework for testing model interactions with SQL-based contexts using the FastMCP library.

A comprehensive code analysis server providing file operations, regex-based code searching, and architectural structure analysis with AI-powered file updating capabilities.

A comprehensive MCP server that bridges Layer.ai's platform to generate and manage 2D game assets, sprites, and backgrounds with features like prompt optimization and automatic local saving.

An MCP server for analyzing and refactoring Kubernetes Kustomize configurations, enabling AI models to compute dependencies, render overlays, and compare manifest changes across checkpoints.

Retrieval-augmented generation (RAG) server for the Kedro framework that enables querying documentation through a local knowledge base. It processes Kedro's documentation files to provide context-aware assistance for building modular and reproducible data science pipelines.

A secure SharePoint management server utilizing certificate-based authentication to provide comprehensive file operations, directory management, and intelligent content extraction for office documents.

A versatile MCP server that provides full browser automation using a real Chrome instance and complete local system control through shell and Python execution primitives.

Enables AI assistants to access Hacker News content through 9 comprehensive tools for fetching stories, comments, user profiles, and job postings. Supports flexible output formats, pagination, and various story categories (top, new, best, Ask HN, Show HN).

A comprehensive project planning and task management MCP server that uses SQLite with FTS5 for advanced full-text search and automatic filesystem synchronization.

A specialized MCP server for managing Obsidian Kanban boards, allowing users to programmatically list, read, create, and modify tasks and columns within an Obsidian vault.

A Python-based MCP server for kintone that provides comprehensive record management, file handling, workflow status updates, and commenting capabilities using API token or password authentication.

A security-focused MCP server that scans npm manifest and lockfiles for vulnerabilities using OSV.dev and Socket.dev databases.

MCP (Model Context Protocol) Server. Bridges MinIO object storage servers to enable bucket/object management, file operations, and server monitoring for cloud-native applications.

An MCP server for the Jimeng AI platform that automates image generation, status polling, and local file saving with customizable dimensions and model parameters.

A comprehensive MCP server providing programmatic access to LinkedIn data, including profile enrichment, company insights, job search, and social engagement tracking like posts, comments, and reactions.

An MCP server that generates structured XMind mind maps from natural language text, featuring hierarchical structure support, automatic file saving, and auto-opening in XMind.

A local RAG server that provides sentence window retrieval and document indexing for PDF, Markdown, and Word files using local or OpenAI embeddings.

MCP (Model Context Protocol) Server. Integrates with GitHub's API to enable repository management, file operations, issue tracking, pull request handling, and workflow automation with configurable security controls for development workflows.

A template and server for deploying Cloudflare Workers-based MCP servers with integrated LogPush and R2 storage for detailed execution logging and retrieval.

An MCP server that enables AI models to read, search, and send emails via IMAP and SMTP protocols. It supports various providers like Gmail and Outlook, allowing for tasks such as retrieving unread messages, searching by sender, and managing mailbox folders.

A comprehensive MCP server enabling AI assistants to manage Slack workspaces via OAuth 2.0, supporting channel operations, message threads, file handling, and advanced message searching.

A self-hosted MCP server that enables AI assistants to deploy and manage static websites using EdgeOne's global infrastructure and KV storage.

A semantic search MCP server that indexes GitHub repositories and URLs using vector embeddings and SQLite for natural language querying of technical documentation and code.

Enables programmatic execution of coding tasks and autonomous file operations using Claude AI. It allows agents to search codebases, run shell commands, and track file changes through the Model Context Protocol.

Integrates Atlassian Rovo Dev CLI with MCP, providing AI assistants with large-context codebase analysis, repository-wide queries, and specialized coding modes.

A robust MCP server that enables AI agents to search, read, and analyze Reddit content, including posts, comments, subreddits, and user profiles using the Reddit API.

A lightweight inter-agent messaging system that enables real-time communication through a shared, file-based message queue for isolated project namespaces.

A comprehensive threat analysis MCP server that provides detailed risk assessments and reputation scores for IP addresses, file hashes, domains, and URLs through the Ioc Search API.

A comprehensive PDF management server offering advanced form filling, structural editing (merge, extract, rotate), signing, and both native and OCR-based text extraction.

A specialized MCP server for PDF document processing, offering text extraction, table retrieval, and metadata analysis optimized for academic research and thesis literature.