RRepoGEO

REPOGEO REPORT · LITE

elevenlabs/elevenlabs-mcp

Default branch main · commit 882533da · scanned 5/20/2026, 4:02:34 PM

GitHub: 1,370 stars · 227 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 elevenlabs/elevenlabs-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
  • highabout#1
    Update the repository description to specify its role for AI agents

    Why:

    CURRENT
    The official ElevenLabs MCP server
    COPY-PASTE FIX
    An official ElevenLabs Model Context Protocol (MCP) server for integrating advanced Text-to-Speech and audio processing into AI agents and clients like Claude Desktop, Cursor, and OpenAI Agents.
  • hightopics#2
    Expand repository topics to include functional and audience-specific keywords

    Why:

    CURRENT
    elevenlabs, elevenlabs-api, mcp
    COPY-PASTE FIX
    elevenlabs, elevenlabs-api, mcp, ai-agents, text-to-speech, audio-processing, llm-integration, voice-generation, speech-synthesis
  • mediumreadme#3
    Rephrase the README's opening sentence to lead with the problem it solves for AI agents

    Why:

    CURRENT
    Official ElevenLabs Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech and audio processing APIs. This server allows MCP clients like Claude Desktop, Cursor, Windsurf, OpenAI Agents and others to generate speech, clone voices, transcribe audio, and more.
    COPY-PASTE FIX
    This official ElevenLabs Model Context Protocol (MCP) server solves the challenge of integrating powerful Text-to-Speech and audio processing APIs into AI agents and clients. It enables MCP clients like Claude Desktop, Cursor, Windsurf, and OpenAI Agents to seamlessly generate speech, clone voices, transcribe audio, and more.

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 elevenlabs/elevenlabs-mcp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Eleven Labs
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Eleven Labs · recommended 2×
  2. Google Cloud Text-to-Speech · recommended 1×
  3. Google Cloud Speech-to-Text · recommended 1×
  4. Media Translation · recommended 1×
  5. Natural Language API · recommended 1×
  • CATEGORY QUERY
    How can I integrate advanced text-to-speech and audio processing into my AI agent?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Text-to-Speech
    2. Google Cloud Speech-to-Text
    3. Media Translation
    4. Natural Language API
    5. Amazon Polly
    6. Amazon Transcribe
    7. Amazon Comprehend
    8. Microsoft Azure Cognitive Services Speech
    9. Azure Speech-to-Text
    10. Language Understanding (LUIS)
    11. Text Analytics
    12. Eleven Labs
    13. OpenAI TTS
    14. Whisper
    15. GPT
    16. DeepMind Tacotron 2
    17. Google Magenta
    18. librosa
    19. transformers
    20. Wav2Vec 2.0
    21. Mozilla Common Voice
    22. Coqui TTS

    AI recommended 22 alternatives but never named elevenlabs/elevenlabs-mcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What framework enables AI tools to interact with voice generation and transcription services?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Google Cloud Speech-to-Text & Text-to-Speech
    3. AWS Polly & AWS Transcribe
    4. Microsoft Azure Cognitive Services (Speech Service)
    5. AssemblyAI
    6. Eleven Labs
    7. Deepgram

    AI recommended 7 alternatives but never named elevenlabs/elevenlabs-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
    pass

  • 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 elevenlabs/elevenlabs-mcp?
    pass
    AI named elevenlabs/elevenlabs-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 elevenlabs/elevenlabs-mcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named elevenlabs/elevenlabs-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 elevenlabs/elevenlabs-mcp solve, and who is the primary audience?
    pass
    AI did not name elevenlabs/elevenlabs-mcp — likely talking about a different project

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

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elevenlabs/elevenlabs-mcp — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite