Explore MCP Servers

Provides a bridge between AI systems and the 4o-image API for generating and editing high-quality images through text prompts with real-time progress updates.

FindMine Shopping Stylist

Official

Integrates with FindMine's product styling API to enable fashion recommendations, outfit creation, product browsing, and style guide access for e-commerce platforms.

Enables iterative reasoning through structured drafts with explicit reasoning chains, allowing for focused critiques and targeted revisions to improve problem-solving quality through systematic refinement.

Integrates with Apifox to provide access to API documentation, enabling developers to extract project details and fetch API information using authentication tokens via stdio transport.

Tracks upstream repository changes for Git forks with intelligent priority-based categorization, dependency analysis, and integration planning to help developers maintain synchronization with parent repositories.

Provides 30+ real estate investment calculators including affordability analysis, BRRRR deals, house hacking, syndication analysis, IRR/NPV calculations, and Monte Carlo simulations with current market data, mortgage rates, and state-specific down payment assistance programs for comprehensive investment analysis.

Generates complete Python data pipeline scripts by automatically retrieving Airbyte connector specifications from a vector store and producing production-ready PyAirbyte code with error handling, environment management, and setup instructions for rapid ETL pipeline development.

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Shopify Storefront

Official Remote

Integrates with individual Shopify stores to enable product catalog search, cart management, and policy inquiries for complete shopping experiences from discovery to checkout.

MyMCPSpace

Official

Enables AI interaction with MyMCPSpace social media platform for creating posts, replying to content, toggling likes, retrieving feed data, and updating usernames through authenticated API communication.

Provides eight core image editing operations including resizing, format conversion, cropping, compression, rotation, flipping, metadata extraction, and batch processing using the Sharp library for automating image workflows and web optimization tasks.

Enables AI to analyze and query GitHub repositories through a FastMCP-based interface for understanding codebases, exploring architecture, and retrieving contextual information with source references.

PageIndex

Official Remote

Reasoning-based RAG system for analyzing long PDF documents

Provides tools for accessing Old School RuneScape game data through wiki searches and structured file queries with pagination support

Enables two-way voice conversations through multiple transport methods including local microphone recording and LiveKit room-based communication, with configurable STT/TTS services and automatic transport fallback for creating voice-enabled applications.

Brevo

Official Remote

The Brevo Model Context Protocol (MCP) server enables AI assistants and applications to integrate directly with Brevo services through a standardized protocol. This implementation provides access to all Brevo APIs through AI conversations and automated workflows.

Confluent Cloud

Official

Enables natural language management of Kafka topics, connectors, and Flink SQL statements through Confluent Cloud REST APIs for streamlined data streaming operations

Integrates with YouTube Data API v3 to provide video search, channel statistics, trending content analysis, transcript extraction, and niche analysis for discovering high-performance channels within specific topics and timeframes.

Google BigQuery

Official Remote

Discover official and open-source Model Context Protocol (MCP) servers from Google. This project provides an up-to-date directory of MCP servers for Google services like BigQuery. Explore examples and resources that help you build, integrate, and extend intelligent agents using Google's ecosystem of MCP solutions—all designed to streamline context-aware app development and experimentation.

Integrates with N Lobby school portal through browser-based authentication to provide secure access to academic data including news, announcements, course progress, and calendar events for students, staff, and parents.

Integrates with Box cloud storage to enable searching, reading, and processing of PDF and Word documents for applications like automated document analysis and content extraction.

Bridges Claude with Google's Gemini AI through the official Gemini CLI, enabling direct queries and file-based context sharing between the two language models.