The AgentRove MCP server has three tools (create_chat, create_message, get_messages) with minimal tooling infrastructure visible in the provided source. The Dockerfile and pyproject.toml reveal backend infrastructure but do NOT contain the actual tool definitions, schemas, or parameter documentation. The repo reference (mcp-server/server.py) is mentioned but its contents are not provided in the source code sample. Without access to the actual tool registration code, parameter schemas, and descriptions, scoring is based on what can be inferred: all three tools appear to have only single-line descriptions ("Create a new chat session", "Create a message in a chat session", "Get messages from a chat session") with no visible input/output schemas, no parameter documentation, no error handling guidance, and no composition patterns. The server is STDIO-only (based on TRANSPORT field), which is a hard architecture limitation unrelated to definition quality but affects usability. Based on the extremely limited evidence available, none of the tools meet production quality baselines.

• Provide complete source code for mcp-server/server.py so tool registration, schemas, and parameter definitions can be verified.
• For each tool, expand descriptions to 50-200 characters. Include WHAT it does, WHEN to call it instead of alternatives, and what side effects occur. Example for create_chat: 'Creates a new chat session with a unique ID. Use this to start a conversation thread. Returns chat_id for use in subsequent create_message and get_messages calls.'
• Document all input parameters with type, description, and constraints. Example for create_message: 'message (string, required): Text content of the message (1-4000 chars). chat_id (string, required): UUID of the target chat session.'
• Define output schemas for each tool. Example for create_chat output: '{"chat_id": "uuid", "created_at": "ISO 8601 timestamp", "title": "string (optional)"}'
• Add error handling guidance. For create_message, describe: 'Error: chat not found. Call get_messages() with the chat_id first to verify it exists.' Classify errors as retryable (network timeout) vs user-fixable (invalid chat_id) vs fatal.
• For create_message and get_messages, verify parameter naming consistency. If create_message accepts 'chat_id', ensure get_messages also uses 'chat_id' (not 'chatId', 'channel_id', 'conversation_id').
• If get_messages returns a list, add pagination support: accept 'limit' (1-100, default 20) and 'offset' or 'cursor' parameters. Return total_count or next_cursor.
• Document any destructive operations (e.g., if create_chat can overwrite). Use tool annotations (destructiveHint=true) if deleting or mutating is possible.