OpenSEO Integrations

Model Context Protocol (MCP) is an open protocol designed to standardize how applications provide context to large language models (LLMs). It acts as a universal connector, similar to a USB-C port, allowing LLMs to seamlessly integrate with various data sources and tools. MCP supports a client-server architecture, enabling programs (clients) to interact with lightweight servers that expose specific capabilities. With growing pre-built integrations and flexibility to switch between LLM vendors, MCP helps users build complex workflows and AI agents while ensuring secure data management within their infrastructure.

OpenGMB helps small businesses and marketing agencies manage Google Business Profiles. It uses Google’s official Business Profile API to bring reviews and replies, scheduled posts, profile edits, health checks, performance reports, and client approvals into one workspace. Teams can assign reviews, add internal notes, make bulk edits across locations, and share branded reports or a client portal. Configurable rules check replies, posts, and profile edits before publication; posts and profile edits require approval, while eligible four- and five-star review replies can be auto-approved when enabled. OpenGMB includes an MCP server and REST API for compatible clients and agents using permissioned tokens. The MIT-licensed community edition can be self-hosted with Docker. The hosted service adds teams, roles, client access, and custom domains. It also includes a Maps rank-tracking view.