RRepoGEO

REPOGEO REPORT · LITE

atilaahmettaner/tradingview-mcp

Default branch main · commit 92490ec2 · scanned 5/20/2026, 10:32:01 AM

GitHub: 2,758 stars · 597 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 atilaahmettaner/tradingview-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 the README's opening paragraph to clearly state its core function

    Why:

    CURRENT
    The most complete AI-powered trading toolkit for Claude and MCP clients. Backtesting + Live Sentiment + Yahoo Finance + 30+ Technical Analysis Tools — all in one MCP server.
    COPY-PASTE FIX
    An open-source AI trading intelligence framework for real-time multi-exchange crypto and stock screening, offering advanced technical indicators, Bollinger Bands intelligence, candlestick patterns, and native Claude Desktop integration. It's the most complete AI-powered trading toolkit for Claude and MCP clients, providing backtesting, live sentiment, Yahoo Finance data, and 30+ technical analysis tools all within one MCP server.
  • mediumtopics#2
    Add more specific topics related to AI trading frameworks

    Why:

    CURRENT
    claude-desktop, cryptocurrency, mcp-server, mcp-tools, openclaw, stock-market, trading-mcp, trading-strategies, tradingview
    COPY-PASTE FIX
    algorithmic-trading, backtesting, claude-desktop, crypto-trading, cryptocurrency, financial-data, mcp-server, mcp-tools, openclaw, quantitative-finance, stock-market, stock-trading, trading-bot, trading-mcp, trading-strategies, tradingview
  • lowreadme#3
    Enhance the 'Why tradingview-mcp?' section with explicit differentiators

    Why:

    CURRENT
    | Feature | `tradingview-mcp` | Traditional
    COPY-PASTE FIX
    Review and expand the 'Why tradingview-mcp?' section to explicitly state its core differentiators as an AI trading intelligence framework, emphasizing its multi-exchange capabilities, native Claude Desktop integration, and comprehensive suite of AI-powered technical analysis tools, rather than focusing on TradingView chart management.

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 atilaahmettaner/tradingview-mcp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
QuantConnect/Lean
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. QuantConnect/Lean · recommended 1×
  2. freqtrade/freqtrade · recommended 1×
  3. quantopian/catalyst · recommended 1×
  4. quantopian/zipline · recommended 1×
  5. OpenBB-finance/OpenBBTerminal · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source AI framework for real-time multi-exchange crypto and stock trading.
    you: not recommended
    AI recommended (in order):
    1. QuantConnect (Lean) (QuantConnect/Lean)
    2. Freqtrade (freqtrade/freqtrade)
    3. Catalyst (quantopian/catalyst)
    4. Zipline (quantopian/zipline)
    5. OpenBB Terminal (OpenBB-finance/OpenBBTerminal)
    6. Jesse (jesse-ai/jesse)

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

    Show full AI answer
  • CATEGORY QUERY
    How to build a custom trading screener with technical indicators and AI assistant integration?
    you: not recommended
    AI recommended (in order):
    1. Python
    2. Pandas
    3. NumPy
    4. TA-Lib
    5. Pandas-TA
    6. Streamlit
    7. Dash
    8. Plotly
    9. Matplotlib
    10. Seaborn
    11. OpenAI API
    12. GPT-3.5
    13. GPT-4
    14. LlamaIndex
    15. LangChain
    16. Llama 2
    17. Mistral
    18. ollama
    19. Hugging Face Transformers
    20. SQLAlchemy
    21. PostgreSQL
    22. SQLite
    23. Alpha Vantage API
    24. yfinance
    25. Polygon.io
    26. IEX Cloud
    27. Finnhub

    AI recommended 27 alternatives but never named atilaahmettaner/tradingview-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 atilaahmettaner/tradingview-mcp?
    pass
    AI named atilaahmettaner/tradingview-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 atilaahmettaner/tradingview-mcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named atilaahmettaner/tradingview-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 atilaahmettaner/tradingview-mcp solve, and who is the primary audience?
    pass
    AI did not name atilaahmettaner/tradingview-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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atilaahmettaner/tradingview-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