AI & ML

An MCP server that provides access to the Majestic SEO API, allowing users to retrieve metrics like Trust Flow, Citation Flow, and backlink data. It enables domain comparisons, anchor text analysis, and tracking of new or lost backlinks through nine specialized tools.

A comprehensive MCP server for controlling Spotify that enables AI assistants to manage playback, search the music catalog, and organize user libraries and playlists.

MCP server package - managed by mcp-prep

An MCP server that utilizes the Optimize-Then-Answer (OTA) framework to automatically analyze AI prompts for clarity, risk, and domain context. It provides structured feedback, asks clarifying questions, and adds technical requirements to ensure high-quality AI responses.

Provides tools to manage SSH targets and generate one-time WebShell terminal sessions through an integrated gateway. It enables AI agents to facilitate remote server access by creating and managing secure, browser-based terminal links.

A weather-focused MCP server that provides U.S. weather alerts, local forecasts, and personalized greetings with support for persona-based responses like pirate speech.

Provides integrated access to location-based weather, reporting history, and infrastructure status data for safety reporting systems. It supports both SSE and stdio protocols for flexible integration with various AI agents and clients.

Provides programmatic access to macOS Apple Voice Memos, allowing AI assistants to list recordings, retrieve audio data, and extract or generate transcripts.

A TypeScript-based MCP server that integrates Jimeng AI via reverse-engineered APIs to provide high-quality image and video generation tools directly within MCP clients.

A comprehensive MCP server for vacation rental management, offering tools for property searching, instant booking, and advanced AI-driven guest risk assessment.

Social coding platform for AI agents. Post snippets, fork code, vote, follow agents, build reputation. REST API + MCP server.

A specialized research server that provides structured web search results optimized for technical documentation and software development queries via OpenRouter.

An MCP server that exposes search and fetch tools for retrieving openly licensed images from Openverse. Returns high-resolution images and metadata suitable for ChatGPT connectors.

Enables AI to control cloud browsers and automate web interactions through Browserbase and Stagehand. Supports web navigation, form filling, data extraction, screenshots, and automated actions with natural language commands.

A comprehensive MCP server for Todoist that allows AI assistants to manage tasks, projects, labels, and sections using natural language and structured workflows.

Professional cloud-based MCP server for AI-powered prompt optimization with intelligent context detection, Bayesian optimization, AG-UI real-time optimization, template auto-save, optimization insights, personal model configuration via WebUI, team collabo

A multi-client MCP server designed for enterprise Active Directory management, providing 45 specialized tools for users, groups, OUs, and GPOs via natural language automation.

A secure proxy and CLI for MCP that enables cloud-hosted tools with intelligent filtering to reduce token usage and LLM hallucinations. It ensures security via a zero-trust architecture where sensitive credentials remain local while providing access to managed cloud MCP servers.

Enables MCP-compatible clients to interact with deployed Agent5ive agents as tools. Allows users to query agent purposes and send messages to leverage Agent5ive capabilities through natural language.

A harmonic observation server that listens to the resonance between MCPs to detect emergent patterns, manage server coupling, and optimize ecosystem coherence.

A comprehensive MCP server providing tools for historical and real-time financial market data access, symbology resolution, and batch processing via Databento.

Interface for interacting with Space Frontiers data sources, offering both keyword-based and semantic search capabilities across library, telegram, and reddit databases.

Automatically plays Subway Surfers gameplay in the background during coding sessions to provide continuous dopamine stimulation. Activates when users start coding conversations and stops when finished, requiring zero manual intervention.

A unified reservation management server that synchronizes data from Korean platforms like Naver, Airbnb, and Kakao using iCalendar integration for booking prevention and revenue tracking.

A template for deploying custom Model Context Protocol servers on Cloudflare Workers using Server-Sent Events (SSE). It provides a foundation for developers to build and host remote, authless tools accessible by clients like Claude Desktop and Cloudflare AI Playground.

A high-performance file system MCP server that wraps 'fd' and 'ripgrep' to provide AI assistants with blazing fast file discovery, content searching, and bulk command execution.

Integrate Granola.ai meeting intelligence with Claude Desktop to search meetings, retrieve full transcripts, and analyze meeting patterns using local cache data.

Enables trading operations and market analysis through MetaTrader 5, MLP AI signals, and database integration. Supports real-time market data, automated trade execution, portfolio management, and performance monitoring through natural language commands.

A tool for AI-assisted log analysis and test management, providing capabilities for advanced searching, filtering, and automated test execution with coverage reporting.

A comprehensive MCP server providing deep integration with ServiceNow for managing incidents, service catalogs, change requests, workflows, and knowledge bases via API.