AI & ML

Provides comprehensive access to the Europa Component Library (ECL) design system with semantic search across 50+ components, code examples, accessibility requirements, design tokens, and validation tools for building European Commission websites.

Protects AI agents from threats like prompt injection, jailbreaks, and SQL injection through a multi-layer scanning pipeline. It also enables PII redaction and rehydration to ensure data privacy during LLM interactions.

Provides metadata information to AI agents through the search API.

Enables AI assistants to interact with Meilisearch through a standardized interface, supporting index and document management, search capabilities, settings configuration, task monitoring, and experimental vector search.

A comprehensive MCP server for Wikipedia that enables searching, retrieving full article content, summaries, media, and metadata like categories and references.

Bridges Notion custom agents with Claude Code to automate bug reproduction and fix implementation. It utilizes Playwright for browser automation to verify issues and Claude Code to develop and test software fixes.

A task management MCP server that allows users to create, list, and organize tasks with priorities, labels, and projects using natural language. It provides a persistent SQLite-backed system for tracking due dates and managing task workflows directly within Claude Code.

A relay server that enables communication between Claude Code and Codex through shared messaging channels, facilitating collaborative workflows like code reviews. It includes tools for posting and fetching messages, a web UI for viewing conversations, and automated activity logging.

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.

A production-ready integration server that connects Claude to n8n and Supabase for semantic memory retrieval, workflow orchestration, and automated task management across multiple platforms.

Enables Claude to interact with Snowflake data warehouses through natural language for executing SQL queries, exploring schemas, and monitoring data freshness. It streamlines data analysis workflows by bringing Snowflake capabilities directly into the AI conversation.

This read-only MCP Server allows you to connect to Adobe Commerce data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

MCP server for the PostFast API — schedule and manage social media posts via AI tools

Follows the Model Context Protocol to enable code agents to use Netlify API and CLI, allowing them to create, deploy, and manage Netlify resources using natural language prompts.

An advanced Model Context Protocol server that integrates real-time weather data, local file system navigation, and geographic information with AI-powered analysis tools. It enables users to perform complex data evaluations and manage files while accessing live climatic and demographic data through compatible MCP clients.

Enables full Proton Mail management through the Model Context Protocol by connecting to a local Proton Mail Bridge instance. It allows users to list, search, read, send, and organize emails using natural language commands.

Real-time LLM/VLM benchmarks, pricing, and recommendations. 336+ models, 5 sources.

Connects Printful's print-on-demand API to AI assistants like Claude and Cursor to automate business operations. It enables users to browse catalogs, manage orders, generate mockups, and calculate shipping rates through natural language.

An MCP server that enables AI assistants to load, query, and analyze local CSV files using tools for filtering, aggregation, and grouping. It provides capabilities to describe schemas, calculate statistics, and sample data directly from CSV files.

Enables AI assistants to manage scheduled social media posts and content automation across multiple platforms (X/Twitter, Reddit, LinkedIn, Instagram, TikTok, YouTube). Supports organizing campaigns into tracks, scheduling posts with natural language, and automating content workflows with local SQLite storage.

Provides access to SEC filings and detailed XBRL financial data for all publicly traded U.S. companies. It enables users to search for company info, retrieve historical metrics like revenue and assets, and compare financial performance across different industries.

An MCP server that provides integration with Google Calendar, allowing users to list calendars and manage events. It enables searching, creating, and modifying calendar entries through tools designed for the Model Context Protocol.

Connects AI assistants to Twitter/X using cookie-based authentication to read timelines, search tweets, and perform actions like posting and liking. It leverages Twitter's internal GraphQL API to provide full functionality without requiring a developer account.

Allows AI models to interact with Obsidian notes through the Local REST API, enabling creation, reading, updating, searching of notes, and Git-based automatic backups.

AI-powered portfolio management and investment analysis server that enables theme-based investment research, portfolio evaluation, market data analysis, news monitoring, SEC filings retrieval, and automated report generation with Obsidian integration.

基于MCP架构的微信公众号文章爬虫系统，支持AI智能体通过Selenium自动抓取微信公众号文章内容和图片，实现文章内容的智能分析。

An MCP server that enables LLMs to interact with IT Glue documentation, including organizations, configurations, passwords, and flexible assets. It provides tools for listing, creating, and updating managed service provider (MSP) data through the IT Glue API.

Enables comprehensive management of self-hosted or cloud Supabase instances with 54+ tools for database operations, authentication, storage, real-time subscriptions, migrations, and monitoring through MCP protocol.

An MCP server template integrated with the OpenAI Apps SDK for building ChatGPT-compatible widgets with automatic tool registration. It provides a suite of interactive UI components and ecommerce examples for creating type-safe, theme-aware widgets.

Enables semantic search across Obsidian vaults using vector embeddings and ChromaDB. Supports multiple vaults with real-time indexing and provides both MCP server and CLI interfaces for natural language querying of notes.