File Systems

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.

MCP (Model Context Protocol) Server. Integrates with MySQL databases using Python and Docker to enable structured data storage, querying, and manipulation.

An MCP server that crawls documentation websites, converts content into structured markdown files, and generates condensed cheat sheets for local-first access.

Enables AI assistants to interact with Google Cloud Platform resources through natural language queries. Supports querying and managing GCP services like Compute Engine, Cloud Storage, BigQuery, and more across multiple projects and regions.

Enables AI agents to interact with the Ayrshare API to publish social media posts, manage profiles, and handle comments or messages. It supports executing real-time API calls for analytics, media uploads, and automated scheduling across various social platforms.

A Model Context Protocol server that integrates with Storybook to help AI tools query UI components and retrieve usage examples from static Storybook files.

A comprehensive MCP server providing deep integration with the Twitter/X platform through the Api45 interface. It enables extensive data retrieval including user profiles, timelines, community interactions, job searches, and live space monitoring.

MCP (Model Context Protocol) Server. Bridges AI systems with YouTube content through yt-dlp, enabling video information extraction and downloading capabilities for content analysis and media processing.

Enables AI assistants to manage MinIO object storage through comprehensive bucket operations, file uploads/downloads, batch processing, permissions management, and URL generation. Supports both automatic and manual connection modes with flexible authentication options.

A FastMCP-based server that enables uploading text and base64-encoded content to MinIO object storage through an HTTP transport. It supports automated bucket management and secure file path generation to streamline remote storage operations.

An advanced Model Context Protocol server that transforms an Obsidian vault into a dynamic knowledge base with semantic search, graph analysis, and automated note management.

A comprehensive Chinese business data service providing detailed enterprise profiles, investment connections, shareholder structures, and branch information through keyword search and full-name lookups.

Integrates with the Obsidian Local REST API to enable reading, creating, editing, and searching notes within an Obsidian vault. It supports advanced operations like Dataview queries and partial file updates through both stdio and HTTP transport modes.

Enables direct file system access to Obsidian vaults with auto-discovery, full-text search, and note operations. Supports reading, writing, and searching across Obsidian notes without requiring plugins or REST API.

A server that captures screenshots from iOS Simulator using the Model Context Protocol (MCP) and saves them to a specified directory.

Enables interaction with WebSim's public API to browse projects, discover trending content, search assets, manage user profiles, and access community comments and discussions.

Enables developers to interact with self-hosted Supabase instances, providing database introspection, migration management, auth user operations, storage management, and TypeScript type generation directly from MCP-compatible development environments.

Enables AI assistants to interact with Emlog blog systems through a standardized Model Context Protocol interface, supporting content management operations like creating/updating articles, managing comments, uploading files, and accessing blog resources.

Connect AI assistants to Dune Analytics to execute complex SQL queries across 20+ blockchains, manage saved queries, and perform custom data uploads.

A comprehensive MCP server providing programmatic access to the Douyin (TikTok China) ecosystem. It enables extensive data retrieval including user profiles, video details, search suggestions, hot trends, music charts, challenges, and comments across both web and app interfaces.

A comprehensive utility server providing text analysis, file management, cryptographic hashing, and time-related functions to enhance LLM capabilities.

Enables git repository operations through REST endpoints, providing access to repository status, diffs, and commits. Enforces security through configurable root directory allowlists for safe git operations.

Enables interaction with the Atlas of Living Australia API to search and access 152+ million biodiversity records. Supports occurrence searches, spatial queries, bulk data downloads, and taxonomic data retrieval through natural language.

MCP server for reading, writing, and organizing API documentation in Apidog. Supports endpoint CRUD, schema management, folder reorganization, and format-preserving updates via OpenAPI export/import.

Enables querying and retrieving content from webpages by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes rate limiting for abuse protection.

Provides a secure environment for executing shell commands with restricted directory access and timeout enforcement. It includes tools for running commands, managing execution history, and isolating environment variables.

Enables AI agents to record and rank learnings, facts, and methods through a collaborative voting framework. It provides tools for agents to surface the most useful information across sessions using persistent memory storage.

Enables AI assistants to view local images directly by processing file paths, bypassing the need for manual drag-and-drop actions in chats like VS Code Copilot.

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.

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.