RRepoGEO

REPOGEO REPORT · LITE

resend/resend-mcp

Default branch main · commit 9c1ace42 · scanned 6/16/2026, 3:31:45 PM

GitHub: 530 stars · 80 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface resend/resend-mcp, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition README opening to clarify purpose for AI agents and MCP protocol

    Why:

    CURRENT
    An MCP server for the Resend platform. Send and receive emails, manage contacts, broadcasts, domains, and more — directly from any MCP client like Claude Desktop, Cursor, or Claude Code.
    COPY-PASTE FIX
    The official MCP server for the Resend platform, enabling AI agents to send, receive, and manage emails. This server implements the MCP protocol, allowing AI clients like Claude Desktop or Cursor to programmatically interact with Resend for email campaigns, contact management, and more. Unlike traditional Mail Transfer Agents (MTAs) or direct email APIs, `resend-mcp` provides a standardized protocol layer specifically for agent-driven email management.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    email, mcp, ai-agents, resend, email-api, programmatic-email, email-automation, generative-ai
  • mediumhomepage#3
    Add a homepage URL to complete metadata

    Why:

    COPY-PASTE FIX
    https://resend.com/

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface resend/resend-mcp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
SendGrid
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. SendGrid · recommended 2×
  2. Mailgun · recommended 2×
  3. Postmark · recommended 2×
  4. SparkPost · recommended 2×
  5. Amazon SES · recommended 1×
  • CATEGORY QUERY
    What email service allows AI agents to send, receive, and manage email campaigns programmatically?
    you: not recommended
    AI recommended (in order):
    1. SendGrid
    2. Mailgun
    3. Amazon SES
    4. Postmark
    5. SparkPost
    6. Twilio SendGrid

    AI recommended 6 alternatives but never named resend/resend-mcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an API to automate transactional email sending, contact lists, and template management.
    you: not recommended
    AI recommended (in order):
    1. SendGrid
    2. Mailgun
    3. Postmark
    4. Amazon SES (Simple Email Service)
    5. Resend
    6. SparkPost

    AI recommended 6 alternatives but never named resend/resend-mcp. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of resend/resend-mcp?
    pass
    AI named resend/resend-mcp explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts resend/resend-mcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named resend/resend-mcp explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo resend/resend-mcp solve, and who is the primary audience?
    pass
    AI named resend/resend-mcp explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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