Role-Context MCP Server enables AI assistants to maintain distinct expert personas through role-based context management. It provides tools for creating and managing specialized roles (like Marketing Expert or Songwriter), each with its own memory, tone, and domain expertise. The implementation features a memory management system with vector search capabilities for retrieving relevant context, real-time context switching based on triggers, and integration with OpenAI's GPT-4o-mini model. Particularly valuable for applications requiring consistent AI personalities across different domains without context bleed between roles.
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Process a query using a specific role. Parameters: roleId (string), query (string), customInstructions (optional string)
Create a new role. Parameters: id (string), name (string), description (string), instructions (string), domains (array of strings), tone (string), systemPrompt (string)
Update an existing role. Parameters: id (string), updates (object)
Delete a custom role. Parameters: id (string)
Change the tone of a role. Parameters: roleId (string), newTone (string)
Store a memory for a specific role. Parameters: roleId (string), memory (string)
Clear all memories for a role. Parameters: roleId (string)
