MCP server for Gmail integration with email reading, reply generation using OpenAI LLM, and email sending capabilities
The Gmail Tutorial Server provides 3 tools with basic functionality but significant quality gaps. Tool naming is action-oriented (read_unread_emails, write_reply, send_email) which is good, but descriptions lack depth and error handling context. All tools have input schemas with types, but parameter descriptions are minimal. Output schemas are not documented. The server lacks error guidance, recovery paths, and parameter validation hints. No tool annotations (readOnlyHint, destructiveHint) are present, which is problematic given that send_email is destructive. The write_reply tool's 'prompt' parameter defaults to None but the description does not explain what happens in that case or reference the email_agent_persona prompt. Overall, this reads as a teaching/tutorial server with functional basics but not production-grade quality.
Read unread emails from Gmail inbox, returning a list of dicst: sender, subject, and body for each.
Send an email via Gmail SMTP using to_address, subject and body
Use the email agent persona, received email body and LLM to write a reply
send_email lacks destructiveHint annotation and error guidance. Descriptions do not warn that sending is irreversible.
No output schemas documented for any tool. LLMs cannot predict return structure or downstream field names for chaining.
Parameter descriptions are minimal (under 50 chars for most). Missing validation hints, format constraints, and dependency documentation.
write_reply does not document the default behavior when prompt=None or explain the relationship to email_agent_persona prompt.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-22 | D | 51 | 2026-07-28+ | v2 |
| 2026-03-09 | F | 39 | - | v1 |
No error handling guidance in any tool description. LLMs cannot understand retry logic, user-fixable errors, or fatal conditions.
read_unread_emails accepts max_results with no stated bounds. LLMs could pass negative or absurdly large values.
send_email parameter 'to' lacks format validation hint. Description does not state 'must be a valid email address' or example format.