A
licenseA
qualityD
maintenanceAn MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.
17
30
MIT
dex-metrics-mcp
by kukapay
Tracks trading volume metrics for DEXs on the Ethereum blockchain, providing data on trading volumes segmented by different time periods.
Tracks trading volumes for DEXs on the Fantom blockchain, providing metrics on daily and weekly trading activity.
Tracks trading volume for the GMX decentralized exchange across different time periods, comparing its performance against other DEXs.
Collects trading volume data for DEXs operating on the Optimism layer-2 solution, offering insights into daily and weekly performance.
Monitors trading activity on the Polygon blockchain, tracking daily and weekly trading volumes for DEXs operating on this network.
Provides specific tracking of weekly trading volumes for DEXs on the Solana blockchain, allowing comparison of performance across different Solana-based exchanges.
Monitors and reports daily trading volumes conducted through various Telegram trading bots, allowing comparison of their performance and popularity.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@dex-metrics-mcp show me the latest 24-hour trading volumes for the top 5 DEXs"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
DEX Metrics MCP
An MCP server that tracks trading volume metrics segmented by DEX, blockchain, aggregator, frontend, and Telegram bot, powered by Dune Analytics.
Features
Latest 24-hour and 7-day trading volumes by DEX and aggregator.
Daily, weekly, and monthly trading volumes by DEX and blockchain.
Year-over-year monthly trading volume by aggregator.
Solana-specific weekly trading volume by DEX.
7-day trading volume by frontend and daily trading volume by Telegram bot.
Related MCP server: liquidity-pools-mcp
Prerequisites
Python 3.10 or higher
uv (recommended package manager)
A Dune Analytics API key (obtainable from Dune Analytics)
Installation
Clone the Repository
git clone https://github.com/kukapay/dex-metrics-mcp.git cd dex-metrics-mcpInstall Dependencies
uv syncInstalling to Claude Desktop:
Install the server as a Claude Desktop application:
uv run mcp install main.py --name "DEX Metrics"Configuration file as a reference:
{ "mcpServers": { "DEX Metrics": { "command": "uv", "args": [ "--directory", "/path/to/dex-metrics-mcp", "run", "main.py" ], "env": { "DUNE_API_KEY": "dune_api_key"} } } }Replace
/path/to/dex-metrics-mcpwith your actual installation path, anddune_api_keywith your API key from Dune Analytics.
Example Usage
The server exposes the following tools, accessible via MCP client or API calls:
get_latest_trading_volume_by_dex(limit: int = 1000): Latest 24-hour/7-day trading volume by DEX.get_latest_trading_volume_by_aggregator(limit: int = 1000): Latest 24-hour/7-day trading volume by aggregator.get_daily_trading_volume_by_chain(limit: int = 1000): Daily trading volume by blockchain.get_daily_trading_volume_by_dex(limit: int = 1000): Daily trading volume by DEX.get_weekly_trading_volume_by_dex(limit: int = 1000): Weekly trading volume by DEX.get_monthly_trading_volume_by_dex(limit: int = 1000): Monthly trading volume by DEX.get_yoy_monthly_trading_volume_by_aggragator(limit: int = 1000): Year-over-year monthly trading volume by aggregator.get_weekly_solana_trading_volume_by_dex(limit: int = 1000): Weekly Solana trading volume by DEX.get_weekly_trading_volume_by_frontend(limit: int = 1000): 7-day trading volume by frontend.get_daily_trading_volume_by_telegram_bot(limit: int = 1000): Daily trading volume by Telegram bot.
Each tool returns data in a markdown-formatted table or an error message if the query fails.
1. get_latest_trading_volume_by_dex
Prompt:
Show me the latest 24-hour and 7-day trading volumes for the top 3 DEXs.Sample Output
| Rank | 24 Hours Volume | 7 Days Volume | Project |
|-------:|------------------:|-----------------:|:-------------------|
| 1 | 1.04615e+10 | 6.47677e+10 | pancakeswap |
| 2 | 5.76535e+09 | 2.83344e+10 | uniswap |
| 3 | 5.97486e+08 | 3.99537e+09 | aerodrome |2. get_latest_trading_volume_by_aggregator
Prompt:
What are the latest trading volumes for the top aggregators?Sample Output:
| Rank | 24 Hours Volume | 7 Days Volume | Project |
|-------:|------------------:|----------------:|:-------------|
| 1 | 1.1695e+09 | 4.90404e+09 | 1inch |
| 2 | 1.82229e+08 | 1.51975e+09 | cow_protocol |
| 3 | 1.27245e+08 | 9.27161e+08 | kyberswap |
| 4 | 1.71105e+08 | 8.04235e+08 | paraswap |
| 5 | 1.28048e+08 | 7.2434e+08 | 0x API |
| 6 | 7.64132e+07 | 5.59379e+08 | bebop |
| 7 | 5.43385e+07 | 4.34735e+08 | odos |
| 8 | 1.5311e+07 | 1.51742e+08 | tokenlon |
| 9 | 1.43633e+07 | 9.72625e+07 | sushiswap |
| 10 | 5.83158e+06 | 4.04518e+07 | lifi |
| 11 | 4.34389e+06 | 1.37878e+07 | velora_delta |
| 12 | 1.69631e+06 | 1.3618e+07 | DODO X |
| 13 | 222302 | 1.56062e+06 | yield_yak |3. get_weekly_trading_volume_by_chain
Prompt:
Give me the weekly trading volume by blockchain for the last 3 weeks.Sample Output:
| date | abstract | arbitrum | avalanche_c | base | berachain | blast | bnb | boba | celo | corn | ethereum | fantom | flare | gnosis | ink | kaia | linea | mantle | nova | opbnb | optimism | plume | polygon | ronin | scroll | sei | shape | sonic | sophon | unichain | worldchain | zkevm | zksync | zora |
|:-----------|-------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|-----------:|--------------:|-----------------:|--------------:|--------------:|-----------------:|--------------:|-----------------:|--------------:|--------------:|--------------:|---------:|-----------------:|--------------:|-----------------:|--------------:|--------------:|-----------------:|--------------:|--------------:|--------------:|-----------:|-----------------:|---------------:|-----------------:|--------------:|-----------------:|
| 2025-06-16 | nan | 9.38256e+08 | nan | 1.58636e+09 | 1.95158e+07 | 3.58591e+06 | 1.76758e+10 | 422.179 | 9.2226e+06 | 384747 | 3.41262e+09 | nan | 830244 | 8.49618e+06 | 7.54501e+06 | 6.85967e+06 | nan | 8.74519e+06 | nan | 169854 | nan | 1.76011e+06 | nan | 8.23164e+06 | 974608 | nan | 3303.76 | nan | 904.862 | 6.39224e+08 | 4.60864e+06 | 131774 | nan | nan |
| 2025-06-09 | nan | nan | nan | 8.08403e+09 | 1.19792e+08 | nan | 7.69719e+10 | nan | 4.65667e+07 | nan | nan | nan | 9.56724e+06 | 4.71154e+07 | nan | nan | 4.15043e+07 | nan | 77288.3 | 1.12306e+06 | 3.87023e+08 | nan | 6.83745e+08 | 2.67283e+07 | nan | 5.74708e+07 | 14672.9 | 3.69606e+08 | 11632.2 | 3.17004e+09 | 2.13648e+07 | 684156 | 1.01001e+07 | nan |
| 2025-06-02 | nan | 3.53842e+09 | 5.36681e+08 | nan | 1.20582e+08 | 1.14138e+07 | nan | 2166.94 | 3.66404e+07 | nan | 1.33867e+10 | 2.64185e+06 | nan | nan | nan | nan | 3.28449e+07 | 2.56004e+07 | nan | 1.07262e+06 | 2.64984e+08 | nan | 6.06311e+08 | 1.86708e+07 | 3.34686e+06 | nan | 7527.77 | 3.37454e+08 | 17947.7 | nan | nan | 504967 | nan | 44434.9 |4. get_daily_trading_volume_by_dex
Prompt:
Show the daily trading volume for the top DEXs over the past 3 days.Output:
| date | 0x-API | 1inch-LOP | aerodrome | agni | airswap | akronswap | alienbase | apeswap | arbswap | auragi | autotronic | babyswap | balancer | bancor | baseswap | beethoven_x | beets | beraswap | biswap | blasterswap | blazeswap | bridgers | burrbear | camelot | carbon_defi | chronos | citadelswap | clipper | curve | dackieswap | defi_kingdoms | defiswap | derpdex | dfyn | dodo | dooar | dracula_finance | dragon_swap | dyorswap | echodex | elk_finance | ellipsis_finance | enosys | equalizer | ezkalibur | fenix | flashliquidity | fluid | fraxswap | fusionx | gemswap | glacier | gmx | gooddollar_reserve | honeyswap | horizondex | hyperjump | icecreamswap | infusion | inkswap | inkyswap | integral | iziswap | jelly_swap | katana | klay_swap | kodiak | kyberswap | leetswap | lynex | maverick | mdex | mento | merchant_moe | mindgames | moonbase | mute | neopin | nile | nomiswap | nuri | oasisswap | oku | openocean | openxswap | pancakeswap | pharaoh | plantbaseswap | quickswap | ramses | rcpswap | reservoir_swap | rocketswap | rooster_protocol | sailor_finance | scale | scrollswap | secta | shadow | sharkswap | sharkyswap | shibaswap | silverswap | smardex | sobal | solidlizard | solidly | soswap | spacefi | sparkdex | spartacus_exchange | spartadex | spiritswap | spookyswap | stablebase | sterling_finance | sushiswap | swaap | swapbased | swapr | syncswap | synthetix | tamadotmeme | tapio | thena | throne_exchange | thruster | torus | trader_joe | ubeswap | unichainswap | uniswap | valantis | velocore | velodrome | verse_dex | vesync | wagmi | wardenswap | wigoswap | wombat | wombatexchange | woofi | xchange | xei_finance | yaka | zebra | zipswap | zkswap_finance | zyberswap |
|:-----------|--------------:|--------------:|--------------:|--------------:|----------:|-------------:|------------:|----------:|----------:|---------:|-------------:|-----------:|--------------:|-----------------:|--------------:|--------------:|--------------:|--------------:|---------:|--------------:|------------:|-----------:|-----------------:|--------------:|--------------:|----------:|--------------:|--------------:|--------------:|-------------:|----------------:|----------------:|----------:|---------:|--------------:|--------:|------------------:|-----------------:|------------:|----------:|--------------:|-------------------:|---------:|------------:|------------:|---------:|-----------------:|--------------:|-----------------:|----------:|----------:|----------:|-----------:|---------------------:|------------:|-------------:|------------:|---------------:|-----------:|----------:|-----------:|--------------:|----------:|-----------------:|--------------:|------------:|--------------:|------------:|------------:|--------------:|--------------:|--------:|-----------------:|---------------:|------------:|-----------:|--------:|----------:|--------------:|-----------:|-------:|------------:|--------------:|--------------:|------------:|--------------:|--------------:|----------------:|--------------:|--------------:|----------:|-----------------:|-------------:|-------------------:|-----------------:|---------:|-------------:|---------:|--------------:|------------:|-------------:|-----------------:|-----------------:|----------:|------------:|--------------:|--------------:|---------:|----------:|--------------:|---------------------:|------------:|-------------:|-----------------:|-------------:|-------------------:|--------------:|--------------:|------------:|-----------------:|-----------:|------------:|--------------:|-----------:|--------------:|------------------:|-----------------:|-----------:|--------------:|----------:|---------------:|--------------:|-----------:|-----------:|--------------:|------------:|---------:|--------------:|-------------:|-----------:|----------:|-----------------:|--------------:|----------:|--------------:|---------:|---------:|----------:|-----------------:|------------:|
| 2025-06-16 | nan | nan | nan | 5.17501e+06 | nan | nan | 115864 | nan | 250785 | nan | 2.96129 | 65987 | nan | nan | nan | 85021 | nan | nan | nan | nan | 1.04997 | nan | nan | nan | nan | nan | nan | 3.49696e+06 | nan | nan | nan | nan | 731.589 | 10738.9 | nan | 104969 | nan | nan | nan | 234.03 | nan | 1842.4 | nan | nan | nan | 44.556 | nan | nan | nan | nan | nan | 85.4182 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 877027 | nan | nan | nan | 46112.3 | nan | 4.42811e+06 | nan | 27214.4 | nan | nan | nan | 37.9268 | 44185.4 | nan | nan | 5.69643 | 396933 | nan | 1.71238e+06 | nan | nan | 1.04532e+10 | nan | nan | nan | nan | nan | 4233.85 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 7156.7 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 5.16973e+09 | nan | nan | nan | nan | 1443.4 | 2.4018e+06 | nan | nan | nan | nan | nan | nan | nan | nan | 11983 | nan | nan | nan |
| 2025-06-15 | nan | nan | nan | nan | nan | nan | nan | nan | 178329 | 57.4843 | nan | nan | nan | nan | nan | 18689.8 | nan | 3.37023e+06 | nan | nan | nan | nan | 938258 | 2.64189e+07 | nan | nan | nan | 1.74476e+06 | nan | nan | nan | nan | 116.337 | 5451.89 | 6.41525e+07 | nan | nan | 3.39459e+06 | nan | 101.281 | 1138.97 | 8361.53 | nan | nan | nan | nan | 12.1067 | nan | nan | nan | nan | nan | nan | nan | nan | 60.6806 | nan | nan | 11294.1 | nan | nan | nan | nan | 289925 | nan | nan | 7.29448e+06 | nan | nan | 2.17033e+06 | 1.04775e+08 | nan | 163788 | nan | nan | 1.37116 | 16183.9 | 16533.2 | nan | nan | nan | nan | nan | nan | nan | nan | 3.29049e+07 | nan | nan | nan | nan | nan | nan | 1.29957e+06 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 25722 | nan | 23.3758 | nan | 11306.1 | nan | nan | nan | nan | 9.35944e+06 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 6.4704e+07 | 15992.8 | nan | 2.50242e+09 | nan | nan | nan | 19559 | nan | nan | nan | nan | nan | nan | nan | 45.3201 | 0.0232591 | nan | nan | nan | nan | nan |
| 2025-06-14 | nan | nan | nan | nan | nan | nan | 35111.6 | nan | nan | nan | 1.2276 | nan | nan | nan | nan | nan | nan | nan | nan | 1318.77 | nan | nan | nan | nan | nan | nan | 109.555 | nan | nan | nan | nan | nan | 69.2538 | 8400.21 | nan | nan | 20.121 | 3.57664e+06 | nan | nan | nan | nan | nan | nan | 434.224 | nan | 8.34132 | nan | 452427 | nan | nan | nan | nan | 97.9239 | nan | 67.1673 | 0.0379641 | nan | nan | nan | 6021.05 | nan | 58161.7 | nan | nan | nan | nan | 30563.3 | nan | nan | nan | nan | 277624 | 20283 | 11.2586 | nan | nan | nan | nan | 8.21209 | nan | nan | nan | nan5. get_weekly_trading_volume_by_dex
Prompt:
What is the weekly trading volume for DEXs for the last 3 weeks?Output:
| date | 0x-API | 1inch-LOP | abstractswap | aerodrome | agni | airswap | akronswap | alienbase | apeswap | arbswap | auragi | autotronic | babyswap | balancer | bancor | baseswap | beethoven_x | beets | beraswap | biswap | blasterswap | blazeswap | bridgers | burrbear | camelot | carbon_defi | chronos | citadelswap | clipper | curve | dackieswap | defi_kingdoms | defiswap | derpdex | dfx | dfyn | dodo | dooar | dracula_finance | dragon_swap | dyorswap | echodex | elk_finance | ellipsis_finance | enosys | equalizer | ezkalibur | fenix | flashliquidity | fluid | fraxswap | fusionx | gemswap | glacier | gmx | gooddollar_reserve | gravity_finance | gridex | honeyswap | horizondex | hyperjump | icecreamswap | infusion | inkyswap | integral | iziswap | jelly_swap | jojo | katana | klay_swap | kodiak | kyberswap | leetswap | lynex | maverick | mdex | mento | merchant_moe | mindgames | moonbase | mummy_finance | mute | neopin | nile | nomiswap | nuri | oasisswap | oku | openocean | openxswap | otsea | pancakeswap | pharaoh | plantbaseswap | quickswap | ramses | rcpswap | reservoir_swap | rocketswap | rooster_protocol | rubicon | sailor_finance | scale | scrollswap | secta | shadow | sharkswap | sharkyswap | shibaswap | silverswap | smardex | sobal | solidlizard | solidly | soswap | spacefi | sparkdex | spartacus_exchange | spartadex | spiritswap | spookyswap | stablebase | sterling_finance | sushiswap | swaap | swapbased | swapblast | swapr | syncswap | synthetix | tamadotmeme | tapio | thena | throne_exchange | thruster | torus | trader_joe | tropicalswap | ubeswap | unichainswap | uniswap | valantis | velocimeter | velocore | velodrome | verse_dex | vesync | wagmi | wardenswap | wigoswap | wombat | wombat_exchange | wombatexchange | woofi | xchange | xei_finance | yaka | zebra | zipswap | zkswap_finance | zyberswap |
|:-----------|--------------:|--------------:|---------------:|--------------:|--------------:|--------------:|------------:|---------------:|--------------:|----------------:|---------:|-------------:|-----------------:|--------------:|--------------:|--------------:|-----------------:|--------------:|--------------:|--------------:|-----------------:|------------:|-----------:|----------------:|--------------:|-----------------:|----------:|--------------:|--------------:|--------------:|----------------:|----------------:|-----------------:|----------:|----------:|---------:|--------------:|--------------:|------------------:|--------------:|-----------:|----------:|--------------:|-------------------:|----------------:|--------------:|------------:|-----------:|-----------------:|--------------:|--------------:|-----------------:|----------:|----------:|-----------------:|---------------------:|------------------:|-----------:|------------:|-------------:|------------:|---------------:|-----------:|-----------------:|--------------:|-----------------:|-----------------:|----------:|--------------:|-----------------:|--------------:|-----------------:|-----------:|--------------:|--------------:|-----------------:|--------------:|-----------------:|------------:|-----------:|----------------:|-----------------:|---------:|--------------:|-------------:|--------------:|------------:|--------------:|--------------:|------------:|----------:|--------------:|--------------:|----------------:|--------------:|--------------:|----------:|-----------------:|-----------------:|-------------------:|----------:|-----------------:|---------:|-------------:|--------:|--------------:|------------:|-------------:|--------------:|--------------:|----------:|-----------:|--------------:|--------------:|----------:|----------:|--------------:|---------------------:|------------:|-----------------:|--------------:|-------------:|-------------------:|--------------:|--------------:|-----------------:|------------:|--------------:|--------------:|------------:|----------------:|---------:|--------------:|------------------:|--------------:|----------:|--------------:|---------------:|-----------------:|---------------:|--------------:|----------------:|--------------:|-----------:|--------------:|------------:|---------:|---------------:|-------------:|--------------:|---------:|------------------:|-----------------:|--------------:|-----------:|-----------------:|-----------------:|----------------:|----------:|-----------------:|------------:|
| 2025-06-16 | nan | nan | nan | nan | nan | nan | 24.2525 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 7.28563e+07 | nan | 1273.09 | nan | nan | nan | nan | 3648.3 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 36.3991 | nan | nan | nan | nan | nan | 305697 | 860.33 | nan | nan | nan | 174.148 | nan | 414.896 | nan | nan | nan | nan | nan | nan | nan | nan | 1.47767e+07 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 9.65602 | nan | nan | nan | nan | nan | nan | nan | 7.30748e+07 | 0.0200598 | nan | 6.28695e+06 | 5362.32 | nan | 33937.3 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 8.06026e+06 | nan | nan | nan | nan | nan | nan | nan | nan | nan | 1.44479e+07 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 5.97894e+07 | nan | nan | nan | nan | nan | nan | nan | nan | 7.51978e+06 | nan | nan | nan | nan | 1121.72 | 283741 | nan |
| 2025-06-09 | nan | nan | nan | 3.9427e+09 | nan | nan | 128.279 | nan | nan | nan | nan | 18.8197 | nan | nan | nan | nan | nan | nan | nan | nan | 27456.6 | nan | nan | nan | nan | nan | nan | nan | 2.3489e+07 | nan | nan | nan | nan | nan | nan | nan | 1.81381e+09 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 190.978 | nan | nan | nan | nan | nan | nan | 3268.86 | nan | nan | nan | nan | 0.499602 | nan | nan | nan | nan | 855556 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 253829 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 2.41518e+07 | nan | nan | nan | nan | 0.0791926 | 3.18769e+08 | nan | nan | nan | 194835 | nan | nan | nan | nan | 1380.09 | nan | 2.74333e+08 | nan | nan | 1.92528e+06 | 1.72294e+07 | nan | nan | nan | nan | nan | nan | nan | nan | 3557.75 | nan | nan | nan | 28.5826 | 7.63858e+07 | nan | nan | nan | nan | nan | nan | nan | nan | 9.52574e+07 | nan | 1.93153e+07 | 10.7357 | nan | nan | 105207 | nan | nan | nan | nan | nan | 2.80255e+08 | nan | 7104.12 | nan | nan | nan | nan | nan | nan | 4.2073e+07 | nan | 2.89495 | nan | nan | nan | nan | 2992.39 |
| 2025-06-02 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 474073 | nan | 2.95847e+06 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 390840 | nan | nan | nan | nan | 46.4313 | nan | nan | nan | nan | nan | 5.17036e+08 | nan | nan | nan | 454.08 | nan | nan | nan | nan | nan | nan | nan | nan | 1.8465e+09 | nan | nan | nan | nan | nan | nan | nan | nan | 94065 | nan | 0.595781 | nan | nan | 89123.5 | nan | nan | nan | nan | 1.86389e+07 | nan | nan | nan | 0.970446 | nan | 8.43072e+08 | nan | nan | nan | nan | nan | nan | nan | 30839 | nan | nan | 1.70075e+06 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 178.302 | nan | nan | nan | nan | 31.864 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 31939 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 472.482 | nan | nan | nan | nan | nan | nan | nan | nan |6. get_monthly_trading_volume_by_dex
Prompt:
Provide the monthly trading volume by DEX for the last 3 months.Output:
| date | 0x-API | 1inch-LOP | abstractswap | aerodrome | agni | airswap | akronswap | alienbase | apeswap | arbswap | auragi | autotronic | babyswap | balancer | bancor | baseswap | beethoven_x | beets | beraswap | biswap | blasterswap | blazeswap | bridgers | burrbear | camelot | carbon_defi | chronos | citadelswap | clipper | curve | dackieswap | defi_kingdoms | defiswap | derpdex | dfx | dfyn | dodo | dooar | dracula_finance | dragon_swap | dyorswap | echodex | elk_finance | ellipsis_finance | enosys | equalizer | ezkalibur | fenix | flashliquidity | fluid | fraxswap | fusionx | gemswap | glacier | gmx | gooddollar_reserve | gravity_finance | gridex | honeyswap | horizondex | hyperjump | icecreamswap | infusion | inkyswap | integral | iziswap | jelly_swap | jojo | katana | klay_swap | kodiak | kyberswap | leetswap | lynex | maverick | mdex | mento | merchant_moe | mindgames | moonbase | mummy_finance | mute | neopin | nile | nomiswap | nuri | oasisswap | oku | openocean | openxswap | otsea | pancakeswap | pharaoh | plantbaseswap | quickswap | ramses | rcpswap | reservoir_swap | rocketswap | rooster_protocol | rubicon | sailor_finance | scale | scrollswap | secta | shadow | sharkswap | sharkyswap | shibaswap | silverswap | smardex | sobal | solidlizard | solidly | soswap | spacefi | sparkdex | spartacus_exchange | spartadex | spiritswap | spookyswap | stablebase | sterling_finance | sushiswap | swaap | swapbased | swapblast | swapr | syncswap | synthetix | tamadotmeme | tapio | thena | throne_exchange | thruster | torus | trader_joe | tropicalswap | ubeswap | unichainswap | uniswap | valantis | velocimeter | velocore | velodrome | verse_dex | vesync | wagmi | wardenswap | wigoswap | wombat | wombat_exchange | wombatexchange | woofi | xchange | xei_finance | yaka | zebra | zipswap | zkswap_finance | zyberswap |
|:-----------|--------------:|--------------:|---------------:|--------------:|--------------:|--------------:|------------:|---------------:|--------------:|----------------:|---------:|-------------:|-----------------:|--------------:|--------------:|--------------:|-----------------:|--------------:|--------------:|--------------:|-----------------:|------------:|-----------:|----------------:|--------------:|-----------------:|----------:|--------------:|--------------:|--------------:|----------------:|----------------:|-----------------:|----------:|----------:|---------:|--------------:|--------------:|------------------:|--------------:|-----------:|----------:|--------------:|-------------------:|----------------:|--------------:|------------:|-----------:|-----------------:|--------------:|--------------:|-----------------:|----------:|----------:|-----------------:|---------------------:|------------------:|-----------:|------------:|-------------:|------------:|---------------:|-----------:|-----------------:|--------------:|-----------------:|-----------------:|----------:|--------------:|-----------------:|--------------:|-----------------:|-----------:|--------------:|--------------:|-----------------:|--------------:|-----------------:|------------:|-----------:|----------------:|-----------------:|---------:|--------------:|-------------:|--------------:|------------:|--------------:|--------------:|------------:|----------:|--------------:|--------------:|----------------:|--------------:|--------------:|----------:|-----------------:|-----------------:|-------------------:|----------:|-----------------:|---------:|-------------:|--------:|--------------:|------------:|-------------:|--------------:|--------------:|----------:|-----------:|--------------:|--------------:|----------:|----------:|--------------:|---------------------:|------------:|-----------------:|--------------:|-------------:|-------------------:|--------------:|--------------:|-----------------:|------------:|--------------:|--------------:|------------:|----------------:|---------:|--------------:|------------------:|--------------:|----------:|--------------:|---------------:|-----------------:|---------------:|--------------:|----------------:|--------------:|-----------:|--------------:|------------:|---------:|---------------:|-------------:|--------------:|---------:|------------------:|-----------------:|--------------:|-----------:|-----------------:|-----------------:|----------------:|----------:|-----------------:|------------:|
| 2025-06-16 | nan | nan | nan | nan | nan | nan | 24.2525 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 7.28563e+07 | nan | 1273.09 | nan | nan | nan | nan | 3648.3 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 36.3991 | nan | nan | nan | nan | nan | 305697 | 860.33 | nan | nan | nan | 174.148 | nan | 414.896 | nan | nan | nan | nan | nan | nan | nan | nan | 1.47767e+07 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 9.65602 | nan | nan | nan | nan | nan | nan | nan | 7.30748e+07 | 0.0200598 | nan | 6.28695e+06 | 5362.32 | nan | 33937.3 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 8.06026e+06 | nan | nan | nan | nan | nan | nan | nan | nan | nan | 1.44479e+07 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 5.97894e+07 | nan | nan | nan | nan | nan | nan | nan | nan | 7.51978e+06 | nan | nan | nan | nan | 1121.72 | 283741 | nan |
| 2025-06-09 | nan | nan | nan | 3.9427e+09 | nan | nan | 128.279 | nan | nan | nan | nan | 18.8197 | nan | nan | nan | nan | nan | nan | nan | nan | 27456.6 | nan | nan | nan | nan | nan | nan | nan | 2.3489e+07 | nan | nan | nan | nan | nan | nan | nan | 1.81381e+09 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 190.978 | nan | nan | nan | nan | nan | nan | 3268.86 | nan | nan | nan | nan | 0.499602 | nan | nan | nan | nan | 855556 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 253829 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 2.41518e+07 | nan | nan | nan | nan | 0.0791926 | 3.18769e+08 | nan | nan | nan | 194835 | nan | nan | nan | nan | 1380.09 | nan | 2.74333e+08 | nan | nan | 1.92528e+06 | 1.72294e+07 | nan | nan | nan | nan | nan | nan | nan | nan | 3557.75 | nan | nan | nan | 28.5826 | 7.63858e+07 | nan | nan | nan | nan | nan | nan | nan | nan | 9.52574e+07 | nan | 1.93153e+07 | 10.7357 | nan | nan | 105207 | nan | nan | nan | nan | nan | 2.80255e+08 | nan | 7104.12 | nan | nan | nan | nan | nan | nan | 4.2073e+07 | nan | 2.89495 | nan | nan | nan | nan | 2992.39 |
| 2025-06-02 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 474073 | nan | 2.95847e+06 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 390840 | nan | nan | nan | nan | 46.4313 | nan | nan | nan | nan | nan | 5.17036e+08 | nan | nan | nan | 454.08 | nan | nan | nan | nan | nan | nan | nan | nan | 1.8465e+09 | nan | nan | nan | nan | nan | nan | nan | nan | 94065 | nan | 0.595781 | nan | nan | 89123.5 | nan | nan | nan | nan | 1.86389e+07 | nan | nan | nan | 0.970446 | nan | 8.43072e+08 | nan | nan | nan | nan | nan | nan | nan | 30839 | nan | nan | 1.70075e+06 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 178.302 | nan | nan | nan | nan | 31.864 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 31939 | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 472.482 | nan | nan | nan | nan | nan | nan | nan | nan |7. get_yoy_monthly_trading_volume_by_aggragator
Prompt:
Show year-over-year monthly trading volume for aggregators.Output:
| year | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 |
|-------:|-----------------:|------------:|------------:|------------:|------------:|------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|
| 2025 | 2.6344e+11 | 2.36686e+11 | 1.6914e+11 | 1.5959e+11 | 3.85094e+11 | 2.81759e+11 | nan | nan | nan | nan | nan | nan |
| 2024 | 9.5693e+10 | 9.49883e+10 | 1.98208e+11 | 1.61585e+11 | 1.49672e+11 | 1.22593e+11 | 1.30714e+11 | 1.33184e+11 | 1.00131e+11 | 1.25579e+11 | 2.17639e+11 | 2.56072e+11 |
| 2023 | 6.0862e+10 | 7.81583e+10 | 1.39304e+11 | 7.03345e+10 | 7.58675e+10 | 6.19053e+10 | 6.09686e+10 | 5.25148e+10 | 4.05014e+10 | 7.06179e+10 | 8.01446e+10 | 9.3638e+10 |
| 2022 | 1.96723e+11 | 1.33929e+11 | 1.27323e+11 | 1.25358e+11 | 1.55012e+11 | 9.74443e+10 | 7.48634e+10 | 7.5175e+10 | 6.05425e+10 | 5.23205e+10 | 9.32754e+10 | 3.97584e+10 |
| 2021 | 5.15043e+10 | 6.17656e+10 | 6.19704e+10 | 1.28866e+11 | 2.95496e+11 | 1.28202e+11 | 1.00236e+11 | 1.33086e+11 | 1.38861e+11 | 1.70694e+11 | 2.39774e+11 | 2.17806e+11 |
| 2020 | 1.02144e+08 | 2.46819e+08 | 3.92454e+08 | 3.0359e+08 | 4.67602e+08 | 9.219e+08 | 3.01124e+09 | 9.83209e+09 | 2.38549e+10 | 1.60263e+10 | 1.59911e+10 | 2.15735e+10 |
| 2019 | 986565 | 1.18262e+07 | 1.65042e+07 | 3.52948e+07 | 4.59905e+07 | 4.15597e+07 | 4.45867e+07 | 2.68348e+07 | 2.43976e+07 | 2.77607e+07 | 5.40536e+07 | 8.70401e+07 |8. get_weekly_solana_trading_volume_by_dex
Prompt:
What is the weekly trading volume for DEXs on Solana for the last 3 weeks?Output
| date | goosefx_ssl | lifinity | meteora | phoenix | pumpdotfun | pumpswap | raydium | raydium_launchlab | stabble | whirlpool |
|:-----------|-----------------:|------------:|-----------------:|-----------------:|--------------:|--------------:|------------:|--------------------:|-----------------:|------------:|
| 2025-06-16 | nan | 9.81445e+07 | 3.46272e+08 | 3.44096e+07 | 1.90687e+08 | 8.02281e+09 | 1.01863e+09 | 1.07869e+07 | 4.95819e+10 | 6.51327e+08 |
| 2025-06-09 | nan | 6.18942e+08 | 1.94626e+09 | 8.03845e+07 | 1.01708e+09 | 4.34817e+10 | 6.33283e+09 | 6.49009e+07 | 2.15622e+11 | 3.69636e+09 |
| 2025-06-02 | nan | 6.84921e+08 | 1.93531e+09 | 1.68665e+08 | 1.14978e+09 | 3.4177e+10 | 5.42204e+09 | 6.05058e+07 | 2.89378e+08 | 2.85667e+09 |9. get_weekly_trading_volume_by_frontend
Prompt:
List the trading volume by frontend, sorted by volumeOutput:
| | frontend | tx_count | user_count | volume |
|---:|:--------------------------------------|-----------:|-------------:|-----------------:|
| 0 | Cowswap Integrators | 20238 | 7101 | 1.14368e+09 |
| 1 | 1inch Integrators | 76552 | 30989 | 3.84088e+08 |
| 2 | Uniswap Website & Wallet: Default | 210880 | 59950 | 3.23129e+08 |
| 3 | OKX Wallet | 79271 | 21295 | 2.87817e+08 |
| 4 | Unknown: Uniswap V2 Router | 174365 | 17415 | 2.64427e+08 |
| 5 | 1inch Website: Default | 7908 | 2774 | 2.55316e+08 |
| 6 | Paraswap Integrators | 10831 | 4943 | 1.88714e+08 |
| 7 | Tokenlon Integrators | 5376 | 1614 | 1.56388e+08 |
| 8 | Kyber Integrators | 11331 | 3281 | 1.50065e+08 |
| 9 | Unknown: Uniswap V3 Router 1 | 13221 | 286 | 1.26051e+08 |
| 10 | Uniswap Website: Uniswap X ON | 9903 | 6268 | 1.18794e+08 |
| 11 | Banana Gun Telegram Bot | 92795 | 12503 | 9.24787e+07 |
| 12 | Pendle Finance | 4122 | 2706 | 7.80994e+07 |
| 13 | Curvefi Frontend | 1846 | 912 | 7.33432e+07 |
| 14 | Odos Frontend | 3121 | 1561 | 5.93105e+07 |
| 15 | Integral Frontend | 979 | 1 | 5.6517e+07 |
| 16 | MetaMask Swaps | 47346 | 27208 | 4.90175e+07 |10. get_daily_trading_volume_by_telegram_bot
Prompt:
Show the daily trading volume for Telegram bots for the last 3 days.Output:
| date | Alpha DEX | Autosnipe | Banana Gun | Bitfoot | Bloom | Blum | BonkBot | ChainSwap | Consortium Key | Floki Trading Bot | Jupbot | Looter | Maestro | Magnum | MevX | Mizar | Moonbot | Nova | Pepe Boost | PinkPunk | RoboTech | Sanji | Shuriken | Sigma | Sol Trading Bot | Soul Sniper | Tirador | TradeWiz | Trojan | Unibot | XCeption | baZOOka | uDEX |
|:-----------|------------:|------------:|-------------:|----------:|------------:|----------:|------------:|------------:|-----------------:|--------------------:|----------:|---------:|------------:|-----------:|-----------------:|---------:|----------:|-----------:|-----------------:|-----------:|-----------:|---------:|-----------:|--------------:|------------------:|--------------:|----------:|-----------------:|--------------:|---------:|-----------:|--------------:|------------:|
| 2025-06-16 | 97752.9 | 1743.21 | 8.44282e+06 | 2966.46 | 1.4035e+06 | 5187.14 | 1.61537e+06 | 21813 | 97847.3 | 0.0305078 | 9098.02 | 4527.94 | 1.22424e+06 | 33.9883 | 396885 | 27831.7 | 2927.28 | 111.282 | 555479 | 63385.2 | 28032.3 | 12112.8 | 124707 | 1.63298e+06 | 571822 | 18853.7 | 889.393 | 205116 | 4.73797e+06 | 72113.6 | 5027.14 | 158.99 | nan |
| 2025-06-15 | 256075 | 5877.59 | 1.65475e+07 | 11902.3 | 4.80051e+06 | 6252.82 | 6.07813e+06 | 100445 | 263162 | 63.5202 | 34643.4 | 46306.7 | 5.75185e+06 | 216.869 | 1.17818e+06 | 17633.5 | 4975.31 | 546.1 | 999106 | 178507 | 10356 | 35245.4 | 198899 | 3.02438e+06 | 1.86025e+06 | 81188.4 | 2639.15 | 746235 | 1.52717e+07 | 93074.7 | 20719.6 | 37.6789 | 20.2985 |
| 2025-06-14 | 277884 | 2889.19 | 1.49987e+07 | 15868.9 | 4.81029e+06 | 11588.4 | 5.54798e+06 | 106636 | 279717 | 456.944 | 7150.09 | 11824.8 | 5.48423e+06 | 204.858 | 1.31443e+06 | 24250.4 | 9052.33 | 18010.2 | 840265 | 202311 | 9645.36 | 32860.7 | 194910 | 3.28851e+06 | 1.92175e+06 | 122102 | 2582.13 | 679836 | 1.4186e+07 | 152476 | 20985.6 | 0.0250854 | 0.0379885 |License
This project is licensed under the MIT License. See the LICENSE file for details.
Available Tools
10 toolsget_daily_trading_volume_by_dexA
Retrieve daily trading volume by decentralized exchange (DEX).
This tool fetches daily trading volume data for various DEXs from a Dune Analytics query and returns it in a markdown-formatted pivot table, with dates as the index and DEX projects as columns.
Args:
limit (int, optional): Maximum number of rows to retrieve from the query. Defaults to 1000.
Returns:
str: A markdown-formatted pivot table of trading volume data, or an error message if the query fails.
Inputs: limit.
get_daily_trading_volume_by_telegram_botA
Retrieve daily trading volume by Telegram bot.
This tool fetches daily trading volume data for Telegram bots from a Dune Analytics query and returns it in a markdown-formatted pivot table, with dates as the index and bot names as columns.
Args:
limit (int, optional): Maximum number of rows to retrieve from the query. Defaults to 1000.
Returns:
str: A markdown-formatted pivot table of trading volume data, or an error message if the query fails.
Inputs: limit.
get_latest_trading_volume_by_aggregatorB
Retrieve the latest 24-hour and 7-day trading volume by aggregator.
Args:
limit (int, optional): Maximum number of rows to retrieve from the query. Defaults to 1000.
Returns:
str: A markdown-formatted table of trading volume data, or an error message if the query fails.
Inputs: limit.
get_latest_trading_volume_by_dexA
Retrieve the latest 24-hour and 7-day trading volume by decentralized exchange (DEX).
Args:
limit (int, optional): Maximum number of rows to retrieve from the query. Defaults to 1000.
Returns:
str: A markdown-formatted table of trading volume data, or an error message if the query fails.
Inputs: limit.
get_monthly_trading_volume_by_dexA
Retrieve monthly trading volume by decentralized exchange (DEX).
This tool fetches monthly trading volume data for various DEXs from a Dune Analytics query and returns it in a markdown-formatted pivot table, with dates as the index and DEX projects as columns.
Args:
limit (int, optional): Maximum number of rows to retrieve from the query. Defaults to 1000.
Returns:
str: A markdown-formatted pivot table of trading volume data, or an error message if the query fails.
Inputs: limit.
get_weekly_solana_trading_volume_by_dexA
Retrieve weekly trading volume by decentralized exchange (DEX) on the Solana blockchain.
This tool fetches weekly trading volume data for DEXs on Solana from a Dune Analytics query and returns it in a markdown-formatted pivot table, with dates as the index and DEX projects as columns.
Args:
limit (int, optional): Maximum number of rows to retrieve from the query. Defaults to 1000.
Returns:
str: A markdown-formatted pivot table of trading volume data, or an error message if the query fails.
Inputs: limit.
get_weekly_trading_volume_by_chainB
Retrieve weekly trading volume by blockchain.
Args:
limit (int, optional): Maximum number of rows to retrieve from the query. Defaults to 1000.
Returns:
str: A markdown-formatted pivot table of trading volume data, or an error message if the query fails.
Inputs: limit.
get_weekly_trading_volume_by_dexA
Retrieve weekly trading volume by decentralized exchange (DEX).
This tool fetches weekly trading volume data for various DEXs from a Dune Analytics query and returns it in a markdown-formatted pivot table, with dates as the index and DEX projects as columns.
Args:
limit (int, optional): Maximum number of rows to retrieve from the query. Defaults to 1000.
Returns:
str: A markdown-formatted pivot table of trading volume data, or an error message if the query fails.
Inputs: limit.
get_weekly_trading_volume_by_frontendA
Retrieve 7-day trading volume by frontend.
This tool fetches 7-day trading volume data for different frontends from a Dune Analytics query and returns it in a markdown-formatted table, sorted by volume in descending order.
Args:
limit (int, optional): Maximum number of rows to retrieve from the query. Defaults to 1000.
Returns:
str: A markdown-formatted table of trading volume data, or an error message if the query fails.
Inputs: limit.
get_yoy_monthly_trading_volume_by_aggragatorA
Retrieve year-over-year monthly trading volume by aggregator.
This tool fetches year-over-year monthly trading volume data for aggregators from a Dune Analytics query and returns it in a markdown-formatted pivot table, with years as the index and months as columns.
Args:
limit (int, optional): Maximum number of rows to retrieve from the query. Defaults to 1000.
Returns:
str: A markdown-formatted pivot table of trading volume data, or an error message if the query fails.
Inputs: limit.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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TDQS
A3.7/5.0
Scored across 10 tools
Disambiguation3/5
The tools have overlapping purposes with multiple variations of trading volume retrieval by different dimensions (DEX, chain, frontend, etc.), which could cause confusion. However, the descriptions clearly specify the breakdown dimension and timeframe, helping to distinguish them. There is some ambiguity between similar tools like get_weekly_trading_volume_by_dex and get_weekly_solana_trading_volume_by_dex, but the descriptions clarify the scope.
Naming Consistency5/5
All tools follow a consistent snake_case naming pattern with a clear get_<timeframe>_trading_volume_by_<dimension> structure. The naming is predictable and uniform across all 10 tools, making it easy to understand what each tool does based on its name alone.
Tool Count4/5
With 10 tools, the count is reasonable for a metrics server focused on trading volume data. However, there is some redundancy with multiple tools covering similar dimensions (e.g., multiple DEX-focused tools with different timeframes), which makes the set feel slightly heavy but still within appropriate bounds for the domain.
Completeness3/5
The server covers various dimensions (DEX, chain, frontend, aggregator, Telegram bot) and timeframes (daily, weekly, monthly, latest, YoY), but there are notable gaps. For example, there is no tool for creating, updating, or deleting data, and coverage is inconsistent across dimensions (e.g., no monthly data for chains or frontends). The surface is focused on retrieval only, which limits completeness for a full metrics management system.
Maintenance
ActivityInactive
ResponsivenessNo recent community issues
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