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Enables users to generate professional AWS architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python code through the diagrams package. Supports customizable styling and secure diagram generation for cloud infrastructure visualization.

Public MCP endpoint for physiologically based pharmacokinetic (PBPK) simulation, qualification, and dossier export.

MCP server that wraps open Norwegian neighborhood data, enabling queries for public transport coverage, traffic noise, and green areas around a location.

Versioned library documentation retrieval MCP server for coding agents, providing accurate, versioned, and traceable API documentation snippets with scoring, caching, and offline support.

Examines web pages through screen-reader actions and speech, enabling agents to perform accessibility checks and interact with page content.

An agentic AI system that orchestrates multiple specialized AI tools to perform business analytics and knowledge retrieval, allowing users to analyze data and access business information through natural language queries.

tani (谷, "valley") is an agent-native hub. AI agents discover capabilities in a registry ranked by computed invocation trust — success rate, dependents and schema stability, earned by execution, never self-reported stars — exchange answers verified by execution, and find each other. tani-mcp puts the hub inside an agent's loop as 12 tools: resolve a capability by intent + constraints, describe a s

UK Environment Agency real-time flood-monitoring MCP.

🔒 Enhance Terraform governance with a Python-based MCP server and CLI, ensuring faster workflows and stronger compliance for safer infrastructure deployments.

Based on the limited information available, this MCP server appears to be a real estate data management implementation by Zellerhaus focused on batch processing operations for property-related datasets. The server likely provides tools for handling bulk real estate data operations such as processing property listings, market analytics, or property management workflows through structured batch operations rather than individual record handling. It would be valuable for real estate professionals, property management companies, or analysts who need to efficiently process large volumes of property data systematically.

An MCP server that enables users to compile C++ code and retrieve assembly output through the Compiler Explorer (godbolt.org) API. It supports standard tool calls and Server-Sent Events for streaming compilation status and results.

MCP server for the Zube.io project management API, exposing boards, cards, epics, tickets, sprints, and workspaces as tools for AI assistants.

MCP server for discovering and retrieving meal recipes from TheMealDB API, enabling search, random meals, category/ingredient filtering, and full recipe details.

Read-only MCP server for TourScale ERPNext, enabling agents to query franchisees, agreements, invoices, and GL entries via natural language.

Provides real-time data for package versions, download counts, and cloud service statuses across npm, PyPI, and various service providers. It enables users to perform technical lookups and monitor service uptime through natural language commands.

This Twitter MCP server, developed by Dennison Bertram, enables Large Language Models (LLMs) to interact with Twitter (X) through the Model Context Protocol. Built with TypeScript and leveraging the Twitter API v2, it provides tools for posting tweets, searching tweets, and replying to tweets. The implementation stands out by offering a straightforward setup process and integration with Claude Desktop, making it accessible for users without extensive technical knowledge. It's particularly useful for AI assistants or applications needing to automate Twitter interactions, conduct social media research, or manage Twitter accounts programmatically, enabling tasks like sentiment analysis, trend monitoring, or automated customer engagement.

Exposes the full Kong Gateway Admin API as MCP tools, enabling AI assistants to manage services, routes, consumers, plugins, upstreams, and more.

Provides comprehensive integration with the Opendock Neutron API for warehouse dock scheduling and appointment management. Supports full CRUD operations across warehouses, docks, load types, appointments, carriers, and organizations, with advanced features like availability checking, recurring appointment creation, audit logging, and carrier self-scheduling. Includes robust authentication with JWT token management and automatic retry logic for network failures.

Enables querying Tibber electricity prices, forecasts, consumption data, cheapest hours, and live Pulse measurements through natural language.

Persistent expense tracker backed by Neon Postgres with SQL tools for adding, editing, deleting, and analyzing expenses via natural language.