A collection of scripts written in python for MagicEden Solana NFT market analysis. Scan the entire market for the best rarity deals, 3 attribute tools, attribute wallet evaluation, etc.
This repo contains scripts that access NFT APIs such as MagicEden (marketplace) or HowRare.is (rarity tools) to analyze the Solana NFT market. These tools are designed to add to the original features MagicEden provides. At the point of writing each script MagicEden has not implemented the feature (to the best of my knowledge). If at any point MagicEden implements a feature in this repo or a similar feature I will do my best to note it in the sections below. The scripts in this repo are designed to be portable, each script functions independently.
Any reference to a collection symbol in this repo refers to the collection symbols assigned by API providers (MagicEden, HowRare.is).
HowRare.is Collection Symbol:
/
in the url is your collections HowRare.is collection symbolMagicEden Collection Symbol:
/marketplace/
in the url is your collections MagicEden collection symbol The deal_scanner.py
script will output the top top_n
deals found for a specified collection on MagicEden by HowRare.is rarity or the full marketplace (only collections on HowRare). All listings are looked at and placed in a hashmap that is sorted by values calculated through the following function:
Deal Ratio := (NFT_RANK / NFTS_IN_COLLECTION) * LISTING_PRICE
Run With:
python3 deal_scanner.py ME_COLLECTION_SYMBOL HR_COLLECTION_SYMBOL top_n
For Example:
python3 deal_scanner.py gooney_toons gooneytoons 15
or (top 10 default):
python3 deal_scanner.py gooney_toons gooneytoons
Run With:
python3 deal_scanner.py -a top_n floor_lower_price_bound floor_upper_price_bound
For Example (filters collections with floors outside range):
python3 deal_scanner.py -a 100 0.5 2.5
or (without floor price ranges):
python3 deal_scanner.py -a 100
or (top 10 default):
python3 deal_scanner.py -a
The unique_sellers.py
script will output all wallet addresses listing along with the NFTs they are selling in the ME_COLLECTION_SYMBOL
collection. For example, this script could help indicate if downward floor pressure is natural or caused by a whale account.
Run With:
python3 unique_sellers.py ME_COLLECTION_SYMBOL
For Example:
python3 unique_sellers.py solgods
The recent_buyers.py
script will output all wallet addresses (in the last 500 activities) buying along with the NFTs they are buying in the ME_COLLECTION_SYMBOL
collection. This script could help indicate if upward floor pressure is natural or caused by a whale account / the NFT project themselves.
Run With:
python3 recent_buyers.py ME_COLLECTION_SYMBOL
For Example:
python3 recent_buyers.py gooney_toons
attribute_count_floors.py
will provide the current floors for attribute counts on MagicEden along with the link to the floor NFT per count.
Run With:
python3 attribute_count_floors.py ME_COLLECTION_SYMBOL
or
python3 attribute_count_floors.py ME_COLLECTION_SYMBOL HR_COLLECTION_SYMBOL
(much faster, if listed on HowRare.is)
For Example:
python3 attribute_count_floors.py solgods
or
python3 attribute_count_floors.py solgods solgods
attribute_count_listings.py
will provide the current listings for a specific attribute count on MagicEden along with the NFT links.
Run With:
python3 attribute_count_listings.py ME_COLLECTION_SYMBOL ATTR_NUM
or
python3 attribute_count_listings.py ME_COLLECTION_SYMBOL HR_COLLECTION_SYMBOL ATTR_NUM
(much faster, if listed on HowRare.is)
For Example:
python3 attribute_count_listings.py solgods 3
or
python3 attribute_count_listings.py solgods solgods 3
MagicEden provides an evaluation of a users wallet by the floor value of each NFT. This evaluation is a lower bound on the true market value of the NFTs in a wallet because it ignores attribute rarity. The wallet_evaluation.py
will instead look and add up the value of each NFT by it's highest attribute floor. Attributes with no floor are ignored. For now the script will only look one collection at a time in a users wallet.
Run With:
python3 wallet_evaluation.py WALLET_ADDR ME_COLLECTION_SYMBOL
For Example:
python3 wallet_evaluation.py EqNsBvDpejGcac9f9j7LPGdGX2HCbEojnAm6rK24bbpP gooney_toons