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Glama
falahgs

Gemini Email Subject Generator MCP

by falahgs

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
DEBUGNoSet to true for verbose logging
GEMINI_API_KEYYesYour Google Gemini API key
NODEMAILER_EMAILYesYour email address for sending emails
NODEMAILER_PASSWORDYesYour email app password (for Gmail, use an app password)

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
generate-thinkingC

Generate detailed thinking process text using Gemini Flash 2 model

send-emailC

Send an email with AI-generated subject using Gemini Flash 2

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

B3/5.0

Scored across 2 tools

Disambiguation5/5

The two tools have completely distinct purposes: one generates thinking process text, while the other sends emails with AI-generated subjects. There is no overlap or ambiguity between these functions, making it impossible for an agent to confuse them.

Naming Consistency4/5

Both tools use a verb-object naming pattern (generate-thinking, send-email), which is consistent and readable. The minor deviation is the hyphenation style, but this is uniform across both tools, so it does not cause confusion.

Tool Count2/5

With only 2 tools, the server feels thin for its stated purpose of email subject generation. It lacks essential operations like retrieving email history, managing templates, or handling errors, which limits its utility and scope.

Completeness2/5

The server is severely incomplete for email subject generation. It provides no way to list, update, or delete generated content, and lacks supporting tools for email management (e.g., checking sent emails, setting recipients). This creates significant gaps that will hinder agent workflows.

Maintenance

ActivityInactive
ResponsivenessNo issues