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Bridges AI assistants with Robot Operating System 2 (ROS 2) to enable natural language control of robotic systems. Supports publishing to topics, calling services, listing active nodes, and monitoring sensor data across ROS 2 distributions.

Public interface for the Shilpi MCP server: registry manifest, tool list, authentication guide and example client configs. Connect Claude or ChatGPT to a WordPress site through scoped abilities, not server access.

Enables AI models to interact with WhatsApp instances through the Wawp API, allowing sending files, checking connection health, and making API requests.

Enables querying Israel government procurement public tenders and exemption contracts via MCP, keyless access.

Smarty MCP — wraps Smarty's US Address Verification + US Property Enrichment APIs

This Webvizio MCP server provides task and project management capabilities through the Webvizio API, enabling AI assistants to fetch projects, manage current project selection, retrieve task lists, and access detailed task information including prompts, descriptions, console logs, network logs, action logs, and screenshots. Built with TypeScript using the Model Context Protocol SDK and featuring comprehensive error handling with custom MCP error types, it offers tools for task execution workflows including the ability to close completed tasks, making it valuable for developers and teams using Webvizio for project management who need AI-assisted task tracking, debugging support through log analysis, and automated task completion workflows.

Lets AI agents pack shipping containers using the Kubova calculator, with tools for container loading and API key verification.

An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).

Use the VLM Run CLI (`vlmrun`) to interact with Orion visual AI agent.

MCP server for AI agent security guardrails. Provides input validation, prompt injection detection, PII redaction, output filtering, policy enforcement, rate limiting, and comprehensive audit logging.

MCP server for hyde.trade enabling LLM agents to discover and trade hyde coins on Robinhood Chain. Provides tools to list coins, get signals, quote trades, and build signable transactions.

Human-in-the-loop for AI agents over MCP elicitation: confirm/form dialogs plus a capability doctor

MCP server for Finna - Finnish library, archive, and museum search

This MCP server, developed by Fabian, provides seamless access to Intercom conversations and chats for AI-assisted analysis. Built with TypeScript and leveraging the Model Context Protocol SDK, it offers a robust interface for querying Intercom data with flexible filtering options. The implementation supports searching conversations by date range, customer ID, and conversation state, providing rich conversation details including contact information and statistics. It's particularly useful for customer support teams, data analysts, and developers looking to incorporate on-demand access to Intercom data into their AI workflows, enabling dynamic analysis of customer interactions and support trends.

China A-shares MCP. Keyless.

Washington Metro real-time + static rail/bus data. Free key required.

SQL Server monitoring and diagnostics for AI agents using Extended Events. No ODBC drivers required.

open.canada.ca — Canada national open-data catalogue (CKAN)

Vision-driven browser automation using Midscene.

Enables sending emails and managing email delivery through Resend's API, allowing users to compose and send emails using natural language.