Positive introduces Model Context Protocol

Positive has launched its Model Context Protocol (MCP) servers, enabling a single AI agent to manage the entire process from search visibility to sales without switching tools or disrupting permission flows. This integration allows AI assistants to access and interact with several of Positive’s products, streamlining the marketing and sales workflow for businesses.

AI agents access core tools

Positive Surfer, Positive Iconosquare, and Positive Signitic are now accessible through MCP, allowing AI agents to perform specific tasks such as SEO audits, social media scheduling, and brand compliance checks. These tools can be used within platforms like Uma, Claude, ChatGPT, and Copilot, where users already work.

Marketing workflows become seamless

In practice, an AI agent could assist a marketing manager by analyzing website visibility, generating social media posts, and identifying engaged contacts for follow-up. The process eliminates the need to switch between tools or re-enter information, allowing a single AI agent to guide a campaign from start to finish.

Full Loop becomes AI-piloted

The change lies in the elimination of manual steps between tools. Previously, even connected systems required human intervention at various points. With MCP, the entire marketing and sales journey becomes orchestrable by an AI agent, creating a continuous loop from visibility to lead generation and sales.

MCP enables headless architecture

Uma, Claude, and other compatible assistants can now interact with Positive’s products directly, without relying on API integrations. This allows for native data flow between tools, creating a unified European suite that operates seamlessly with AI agents.

AI agent adoption is growing

According to McKinsey, 40% of large companies reported deploying AI agents at scale in 2026, up from 27% the previous year. MCP adoption is also increasing rapidly, with SDK downloads reaching nearly half a billion per month by July 2026.

SMEs benefit from simplified integration

Small and medium-sized enterprises often lack the resources to manage complex integrations between tools and AI models. MCP simplifies this by allowing a single AI agent to interact with multiple stages of marketing and sales, reducing the need for separate setups and maintaining compatibility with any MCP-compatible assistant.

MCP capabilities roll out gradually

Currently, three Positive products support MCP: Surfer for SEO, Iconosquare for social media, and Signitic for email and branding. These tools are accessible through Uma, Claude, and other compatible assistants. Positive User MCP will be introduced later, with read-only access launching first in Q4 2026.

Access remains secure and controlled

Positive ensures that AI agents only perform actions permitted by the user. While read-only data access is available immediately, write actions like modifying CRM data will be introduced only after meeting strict security standards, including OAuth authentication and permission management.

MCP access is included by default

Current Positive users can use MCP without new subscriptions or passwords. For existing customers, this means their tools can integrate with AI workflows gradually. For new users, it offers a direct path from platforms like ChatGPT or Copilot into Positive’s marketing suite, all while maintaining user-defined access controls.