Finmap MCP Server

The finmap.org MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations.

Supported Exchanges

Exchange	Code	Country	Earliest Data	Update Frequency
New York Stock Exchange	nyse	United States	2024-12-09	Daily
NASDAQ Stock Market	nasdaq	United States	2024-12-09	Daily
American Stock Exchange	amex	United States	2024-12-09	Daily
US Combined (AMEX + NASDAQ + NYSE)	us-all	United States	2024-12-09	Daily
London Stock Exchange	lse	United Kingdom	2025-02-07	Hourly (weekdays)
Hong Kong Stock Exchange	hkex	Hong Kong	2025-09-29	Every 30 minutes (weekdays)
Borsa Istanbul	bist	Turkey	2015-11-30	Every two months
Moscow Exchange	moex	Russia	2011-12-19	Every 15 minutes (weekdays)

Installation & Usage

Option 1: Remote Server (Hosted)

Connect to our hosted MCP server without any installation:

Server URL: https://mcp.finmap.org

Claude Desktop Configuration:

{
  "mcpServers": {
    "finmap": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp.finmap.org"]
    }
  }
}

Option 2: Local Package (npm)

Install and run locally for better performance and offline access:

# Install globally
npm install -g finmap-mcp

# Or use directly
npx finmap-mcp

Claude Desktop Configuration:

{
  "mcpServers": {
    "finmap": {
      "command": "npx",
      "args": ["-y", "finmap-mcp"]
    }
  }
}

HTTP API Wrapper

The server also exposes a compact HTTP API for GPT Actions and direct integration.

• GET /api/openapi.json
• GET /api/list-exchanges
• POST /api/list-sectors
• POST /api/list-sector-companies
• POST /api/search-companies
• POST /api/market-overview
• POST /api/sector-performance
• POST /api/rank-stocks
• POST /api/stock-snapshot
• POST /api/company-profile

A ready-to-import GPT Actions schema is available in gpt-actions.yaml.

Available Tools

1. list_supported_exchanges

• Title: List supported stock exchanges
• Description: Return metadata for all supported stock exchanges in the Finmap dataset. Includes exchange ID, exchange name, country, currency, earliest available historical data date, and update frequency.

Example Prompt: #finmap-mcp list available stock exchanges

Example Response:

{
  "exchanges": [
    {
      "id": "amex",
      "name": "American Stock Exchange",
      "country": "United States",
      "currency": "USD",
      "availableSince": "2024-12-09",
      "updateFrequency": "Daily"
    },
    {
      "id": "nasdaq",
      "name": "NASDAQ Stock Market",
      "country": "United States",
      "currency": "USD",
      "availableSince": "2024-12-09",
      "updateFrequency": "Daily"
    },
    {
      "id": "nyse",
      "name": "New York Stock Exchange",
      "country": "United States",
      "currency": "USD",
      "availableSince": "2024-12-09",
      "updateFrequency": "Daily"
    },
    {
      "id": "us-all",
      "name": "US Combined (AMEX + NASDAQ + NYSE)",
      "country": "United States",
      "currency": "USD",
      "availableSince": "2024-12-09",
      "updateFrequency": "Daily"
    },
    {
      "id": "lse",
      "name": "London Stock Exchange",
      "country": "United Kingdom",
      "currency": "GBP",
      "availableSince": "2025-02-07",
      "updateFrequency": "Hourly (weekdays)"
    },
    {
      "id": "moex",
      "name": "Moscow Exchange",
      "country": "Russia",
      "currency": "RUB",
      "availableSince": "2011-12-19",
      "updateFrequency": "Every 15 minutes (weekdays)"
    },
    {
      "id": "bist",
      "name": "Borsa Istanbul",
      "country": "Turkey",
      "currency": "TRY",
      "availableSince": "2015-11-30",
      "updateFrequency": "Every two months"
    },
    {
      "id": "hkex",
      "name": "Hong Kong Stock Exchange",
      "country": "Hong Kong",
      "currency": "HKD",
      "availableSince": "2025-09-29",
      "updateFrequency": "Every 30 minutes (weekdays)"
    }
  ]
}

2. list_exchange_sectors

• Title: List sectors for a stock exchange
• Description: Return all business sectors available on a specific exchange and trading date. Each sector includes the number of companies in that sector.

Example Prompt: #finmap-mcp List sectors for the Turkish stock exchange

Example Response:

{
  "date": "2024-08-28",
  "exchange": "BIST",
  "currency": "TRY",
  "sectors": [
    {
      "name": "Finance",
      "itemsPerSector": 164
    },
    {
      "name": "MSPOTECW",
      "itemsPerSector": 4669
    },
    {
      "name": "MSPOTEPW",
      "itemsPerSector": 3335
    },
    {
      "name": "Industrials",
      "itemsPerSector": 277
    },
    {
      "name": "MSPOTXCR",
      "itemsPerSector": 2
    },
    {
      "name": "Real Estate",
      "itemsPerSector": 4
    },
    {
      "name": "Agriculture",
      "itemsPerSector": 5
    },
    {
      "name": "Utilities",
      "itemsPerSector": 32
    },
    {
      "name": "MSPOTGMF",
      "itemsPerSector": 9
    },
    {
      "name": "Technology",
      "itemsPerSector": 39
    },
    {
      "name": "Basic Materials",
      "itemsPerSector": 7
    },
    {
      "name": "MSPOTEMS",
      "itemsPerSector": 1
    },
    {
      "name": "MSPOTETF",
      "itemsPerSector": 21
    },
    {
      "name": "MSPOTGSF",
      "itemsPerSector": 8
    },
    {
      "name": "Consumer Staples",
      "itemsPerSector": 27
    },
    {
      "name": "Consumer Discretionary",
      "itemsPerSector": 14
    },
    {
      "name": "Health Care",
      "itemsPerSector": 9
    },
    {
      "name": "Miscellaneous",
      "itemsPerSector": 13
    },
    {
      "name": "Telecommunications",
      "itemsPerSector": 7
    },
    {
      "name": "MSPOTEQT",
      "itemsPerSector": 4
    }
  ]
}

3. list_sector_companies

• Title: List companies by sector
• Description: Return company tickers and names grouped by sector for an exchange on a specific trading date. Optionally filter results by a single sector.

Example Prompt: #finmap-mcp List companies in the Real Estate sector

Example Response:

{
  "date": "2024-08-28",
  "exchange": "BIST",
  "currency": "TRY",
  "sectors": {
    "Real Estate": [
      {
        "ticker": "ADESE.E",
        "name": "ADESE GAYRIMENKUL"
      },
      {
        "ticker": "IHLGM.E",
        "name": "IHLAS GAYRIMENKUL"
      },
      {
        "ticker": "RGYAS.E",
        "name": "RONESANS GAYRIMENKUL YAT."
      },
      {
        "ticker": "SONME.E",
        "name": "SONMEZ FILAMENT"
      }
    ]
  }
}

4. search_exchange_companies

• Title: Search companies by name or ticker
• Description: Search for companies on a specific exchange by partial ticker symbol or company name. Results are ranked by relevance using ticker and name similarity.

Example Prompt: #finmap-mcp Search for companies named 'Sprouts'

Example Response:

{
  "date": "2025-08-28",
  "exchange": "NASDAQ",
  "currency": "USD",
  "query": "Sprouts",
  "matches": [
    {
      "ticker": "SFM",
      "name": "Sprouts Farmers Market Inc. Common Stock",
      "sector": "Consumer Staples",
      "score": 70
    }
  ]
}

5. analyze_market_overview

• Title: Analyze market overview
• Description: Return aggregated statistics for a stock exchange on a specific date. Includes total market capitalization, trading volume, total traded value, number of trades, and sector-level market breakdown.

Example Prompt: #finmap-mcp market overview for Nasdaq

Example Response:

{
  "date": "2025-08-28",
  "exchange": "NASDAQ",
  "currency": "USD",
  "marketTotal": {
    "name": "Market",
    "marketCap": 41238186996017,
    "marketCapChangePct": 0.6213636439596683,
    "volume": 7606048313,
    "value": 0,
    "numTrades": 0,
    "itemsPerSector": 7974
  },
  "sectors": [
    {
      "name": "Basic Materials",
      "marketCap": 248122454077,
      "marketCapChangePct": -0.19965738920998274,
      "volume": 40489423,
      "value": 0,
      "numTrades": 0,
      "itemsPerSector": 36
    },
    {
      "name": "Consumer Discretionary",
      "marketCap": 5313249666194,
      "marketCapChangePct": 0.5556221951442668,
      "volume": 1029152348,
      "value": 0,
      "numTrades": 0,
      "itemsPerSector": 580
    },
    {
      "name": "ETFS",
      "marketCap": 0,
      "marketCapChangePct": null,
      "volume": 0,
      "value": 0,
      "numTrades": 0,
      "itemsPerSector": 3976
    },
    ...
    {
      "name": "Utilities",
      "marketCap": 333109407104,
      "marketCapChangePct": -0.1881153782118469,
      "volume": 39232326,
      "value": 0,
      "numTrades": 0,
      "itemsPerSector": 48
    }
  ]
}

6. analyze_sector_performance

• Title: Analyze sector performance
• Description: Return aggregated metrics for each sector in a stock exchange. Includes sector market capitalization, price change percentage, trading volume, traded value, number of trades, and number of companies in the sector.

Example Prompt: #finmap-mcp Get overview for the Utilities sector

Example Response:

{
  "date": "2025-08-28",
  "exchange": "NASDAQ",
  "currency": "USD",
  "sectors": [
    {
      "name": "Utilities",
      "marketCap": 333109407104,
      "marketCapChangePct": -0.1881153782118469,
      "volume": 39232326,
      "value": 0,
      "numTrades": 0,
      "itemsPerSector": 48
    }
  ]
}

7. get_stock_snapshot

• Title: Get stock market snapshot
• Description: Return detailed trading metrics for a single stock ticker on a specific exchange and trading date. Includes price open, last sale price, price change percentage, trading volume, traded value, number of trades, and market capitalization.

Example Prompt: #finmap-mcp Dominion Energy, stock data

Example Response:

{
  "exchange": "nyse",
  "country": "United States",
  "currency": "USD",
  "sector": "Utilities",
  "ticker": "D",
  "nameEng": "Dominion Energy Inc. Common Stock",
  "nameOriginal": "",
  "priceOpen": 60.34,
  "priceLastSale": 59.81,
  "priceChangePct": -0.878,
  "volume": 3771759,
  "value": 0,
  "numTrades": 0,
  "marketCap": 51043865111,
  "listedFrom": "",
  "listedTill": ""
}

8. rank_exchange_companies

• Title: Rank companies by market metric
• Description: Return companies ranked by a selected market metric on a specific exchange. Supported ranking metrics: market capitalization, price change percentage, trading volume, traded value, and number of trades. Results can be limited and optionally filtered by sector.

Example Prompt: #finmap-mcp UK, rank stocks by market cap

Example Response:

{
  "date": "2025-08-28",
  "exchange": "LSE",
  "currency": "GBP",
  "sortBy": "marketCap",
  "order": "desc",
  "limit": 5,
  "count": 5,
  "stocks": [
    {
      "ticker": "AZN",
      "name": "ASTRAZENECA PLC ORD SHS $0.25",
      "sector": "Health Care",
      "priceLastSale": 11810,
      "priceChangePct": -0.5557426743011115,
      "marketCap": 184159063201,
      "volume": 0,
      "value": 0,
      "numTrades": 0
    },
    {
      "ticker": "HSBA",
      "name": "HSBC HLDGS PLC ORD $0.50 (UK REG)",
      "sector": "Finance",
      "priceLastSale": 955.8,
      "priceChangePct": 0.1676797317124293,
      "marketCap": 165599631829,
      "volume": 0,
      "value": 0,
      "numTrades": 0
    },
    {
      "ticker": "SHEL",
      "name": "SHELL PLC ORD EUR0.07",
      "sector": "Energy",
      "priceLastSale": 2715.5,
      "priceChangePct": 0,
      "marketCap": 158779785181,
      "volume": 0,
      "value": 0,
      "numTrades": 0
    },
    {
      "ticker": "ULVR",
      "name": "UNILEVER PLC ORD 3 1/9P",
      "sector": "Consumer Staples",
      "priceLastSale": 4610,
      "priceChangePct": -0.2812026822409691,
      "marketCap": 113348756395,
      "volume": 0,
      "value": 0,
      "numTrades": 0
    },
    {
      "ticker": "BHP",
      "name": "BHP GROUP LIMITED ORD NPV (DI)",
      "sector": "Basic Materials",
      "priceLastSale": 2073,
      "priceChangePct": 0.6310679611650485,
      "marketCap": 104611160052,
      "volume": 0,
      "value": 0,
      "numTrades": 0
    }
  ]
}

9. get_company_profile_us

• Title: Get US company profile
• Description: Return business description and background information for a US-listed company. Supported exchanges: NASDAQ, NYSE, and AMEX.

Example Prompt: #finmap-mcp Sprouts Farmers Market, get company profile

Example Response:

{
  "data": {
    "ModuleTitle": {
      "label": "Module Title",
      "value": "Company Description"
    },
    "CompanyName": {
      "label": "Company Name",
      "value": "Sprouts Farmers Market, Inc."
    },
    "Symbol": {
      "label": "Symbol",
      "value": "SFM"
    },
    "Address": {
      "label": "Address",
      "value": "5455 EAST HIGH STREET,SUITE 111, PHOENIX, Arizona, 85054, United States"
    },
    "Phone": {
      "label": "Phone",
      "value": "+1 480 814-8016"
    },
    "Industry": {
      "label": "Industry",
      "value": "Food Chains"
    },
    "Sector": {
      "label": "Sector",
      "value": "Consumer Staples"
    },
    "Region": {
      "label": "Region",
      "value": "North America"
    },
    "CompanyDescription": {
      "label": "Company Description",
      "value": "Sprouts Farmers Market is an American specialty grocer offering an assortment highlighting fresh and naturally derived products. Its offerings   are especially focused on produce, which constituted around 21% of sales in fiscal 2021. Founded in 2002, the chain is most heavily concentrated in   California, which accounted for over one third of its 374 stores as of the end of fiscal 2021. All of the company's operations are in the United States,   with its stores largely located in the southern half of the country. The firm sells roughly 20,000 products (of which around 70% are attribute driven,   such as organic, plant-based, or catering to the keto or paleo diet), with private-label products accounting for about 16% of sales in fiscal 2021.   Perishable items accounted for 58% of fiscal 2021 sales."
    },
    "CompanyUrl": {
      "label": "Company Url",
      "value": "https://www.sprouts.com"
    },
    "KeyExecutives": {
      "label": "Key Executives",
      "value": [
        {
          "name": "Jack Loudon Sinclair",
          "title": "Chief Executive Officer & Director"
        },
        {
          "name": "James Bahrenburg",
          "title": "Chief Technology Officer"
        },
        {
          "name": "Nicholas Konat",
          "title": "President & Chief Operating Officer"
        }
      ]
    }
  },
  "message": null,
  "status": {
    "rCode": 200,
    "bCodeMessage": null,
    "developerMessage": null
  }
}

Data Provider

Data is sourced from finmap.org - an interactive platform for financial market visualization and analysis.

• Website: https://finmap.org
• GitHub: https://github.com/finmap-org
• Donate: Patreon | Boosty