# GMGN Token Rugcheck & Deep Analytics โ€” Security Audit (`logiover/gmgn-token-rugcheck-analytics`) Actor Complete token security audit + analytics for Solana, BSC, Ethereum, Base, Tron, Monad. Honeypot, blacklist, renounced, taxes, lock summary, AI audit, dev/creator Twitter history, holder distribution, bundler/sniper rates, ATH, slippage, candles, rug votes, logo history. 150+ fields. - **URL**: https://apify.com/logiover/gmgn-token-rugcheck-analytics.md - **Developed by:** [Logiover](https://apify.com/logiover) (community) - **Categories:** Automation, Developer tools, AI - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 1 bookmarks - **User rating**: No ratings yet ## Pricing from $2.50 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## GMGN Token Rugcheck & Deep Analytics โ€” Security Audit, Dev History, ATH, Bundler & Candle Data ![GMGN Token Rugcheck & Deep Analytics โ€” Security Audit](https://apify-image-uploads-prod.s3.us-east-1.amazonaws.com/GjS6nQ8qauOdq9KGy-actor-oGLHXM5wkaFGDUWDO-8nVe7lPlxo-images.png) **The deepest token audit + analytics scraper on Apify.** Pass any token on Solana, BSC, Ethereum, Base, Tron, or Monad and get a 150+ field deep profile: security audit (honeypot, blacklist, renounced, lock summary, tax breakdown, AI audit description), dev / creator history (Twitter rename count, deleted-post count, fund-from origin), holder & trader stats (bluechip, bundler, sniper, rat-trader, fresh-wallet rates), all-time-high market cap, recommended slippage, pool fee info, market-cap candle history, rug-vote score, logo-change history, every social link, and per-chain bluechip rank. > Use this actor as your token due-diligence backbone โ€” bulk audit a watchlist, monitor your own project, build a rugcheck SaaS, train ML risk models. Up to 100 tokens per run. --- ### ๐Ÿš€ What this actor does GMGN.ai aggregates security, on-chain analytics, and social signals from a dozen internal endpoints. This actor calls **every relevant endpoint in parallel** for each token you submit and consolidates the result into a single, comprehensive `rugcheck` row per token, plus optional supplementary rows (market-cap candles, logo change history, bluechip rank). Optional toggles let you control which endpoints to call โ€” keep the run lean for high-frequency monitoring, or turn everything on for one-shot deep dives. --- ### ๐Ÿ’ก Use cases - **Rugcheck SaaS** โ€” power your own rugcheck.ai-style product with the full GMGN audit stack. - **Anti-scam tools** โ€” auto-tag suspicious tokens by combining `twitterRenameCount > 2`, `twitterDelPostCount > 5`, `top10HolderRate > 0.5`. - **Bulk watchlist audit** โ€” pass 100 tokens, get 100 audit rows in 2 minutes. - **Token project teams** โ€” daily snapshot of your token's security score, social link integrity, holder distribution. - **ML risk models** โ€” collect labelled training data over months: which security profiles correlate with rugpulls. - **VC / fund due diligence** โ€” automate the first-pass screen before deciding to invest. - **DEX listing decisions** โ€” automated audit before adding a new pair to your DEX aggregator. - **Launchpad analytics** โ€” track creator behavior across all their token launches. --- ### โš™๏ธ Input configuration | Field | Type | Default | Description | |-------|------|---------|-------------| | `tokens` | `array` | required | Array of `{ chain, address }`. | | `includeSecurity` | `boolean` | `true` | Honeypot / blacklist / renounced / tax / lock / audit description. | | `includeDevInfo` | `boolean` | `true` | Creator + Twitter rename / delete history + fund-from + dexscreener flags. | | `includeTokenStat` | `boolean` | `true` | Holder distribution + bundler / sniper / fresh rates + dev-team hold. | | `includeAth` | `boolean` | `true` | All-time-high market cap + ATH token source. | | `includeBundlerStat` | `boolean` | `false` | Detailed bundler statistics. | | `includePoolFee` | `boolean` | `false` | DEX / fee / liquidity per pool. | | `includeRecommendSlippage` | `boolean` | `false` | Buy & sell recommended slippage + volatility. | | `includeRugVote` | `boolean` | `true` | Community rug vote + all token links (every social). | | `includeLogoHistory` | `boolean` | `false` | Every logo change with timestamp. | | `includeMcapCandles` | `boolean` | `false` | OHLC candle history. | | `candleResolution` | `string` | `"1h"` | `1m`, `5m`, `15m`, `30m`, `1h`, `4h`, `1d` | | `includeBluechipRank` | `boolean` | `false` | Chain-wide bluechip-token rank (100 tokens per chain). | | `useProxy` | `boolean` | `true` | | | `proxyConfiguration` | `object` | residential | | | `maxConcurrency` | `integer` | `5` | | --- ### ๐Ÿ“ฆ Output rows The dataset emits multiple kinds of rows distinguished by `_kind`: #### `rugcheck` (one per token, the main analytics row โ€” 100+ fields) **Security** | Field | Description | |-------|-------------| | `isHoneypot`, `isRenounced`, `isOpenSource`, `isBlacklist`, `canSell`, `canNotSell` | Boolean flags. | | `buyTax`, `sellTax`, `averageTax`, `highTax` | Tax % strings. | | `top10HolderRate` | Top-10 concentration. | | `burnRatio`, `burnStatus`, `devTokenBurnAmount`, `devTokenBurnRatio` | Burn metrics. | | `isLocked`, `lockPercent`, `leftLockPercent`, `isLockedByBlackhole`, `lockTags` | Lock summary. | | `securityFlags` | GMGN security flag array. | | `hideRisk` | GMGN's hide-risk flag. | | `auditDescription`, `auditDescriptionZh`, `auditEngine` | AI audit summary (en + zh). | | `privileges` | Special privileges block. | **Launchpad** | Field | Description | |-------|-------------| | `launchpad`, `launchpadPlatform`, `launchpadStatus` | Bonding curve / migrated state. | **Dev / creator** | Field | Description | |-------|-------------| | `creator`, `creatorTokenStatus`, `creatorTokenBalance` | Creator info. | | `creatorCreatedCount` | How many tokens this creator has launched. | | `creatorOpenCount` | How many tokens this creator still holds (open positions). | | `fundFrom`, `fundFromAt` | Where the creator wallet was funded from. | | `offchain` | Off-chain (CEX-funded) flag. | | `twitterChangeFlag` | Suspicious-Twitter flag. | | `twitterRenameCount`, `twitterDelPostCount`, `twitterCreateTokenCount`, `twitterCreatedCount`, `twitterDelPostTokenCount` | Counters. | | `twitterNameChangeHistory` | Full rename history array. | | `ctoFlag`, `dexscrAd`, `dexscrUpdateLink`, `dexscrBoostFee`, `dexscrTrendingBar` | DexScreener / CTO flags. | **Holder & trader stats** | Field | Description | |-------|-------------| | `holderCount`, `bluechipOwnerCount`, `bluechipOwnerPercentage` | Quality holder share. | | `signalCount`, `degenCallCount` | Signal/call event counts. | | `topBundlerTraderPercentage`, `topBotDegenPercentage`, `topRatTraderPercentage`, `topEntrapmentTraderPercentage`, `top70SniperHoldRate` | Trader-quality percentages. | | `botDegenCount`, `botDegenRate` | Bot exposure. | | `freshWalletRate`, `devTeamHoldRate`, `creatorHoldRate`, `privateVaultHoldRate` | Distribution rates. | **ATH** | Field | Description | |-------|-------------| | `athMcap` | All-time-high market cap. | | `athToken`, `athTokenSymbol`, `athTokenName`, `athTokenAvatar`, `athTokenCreation` | Source token of the ATH. | **Slippage / volatility** | Field | Description | |-------|-------------| | `recommendBuySlippage`, `recommendSellSlippage`, `displaySlippage` | Slippage in %. | | `hasTax`, `volatility` | | **Rug vote + links** | Field | Description | |-------|-------------| | `rugRatio`, `holderRuggedNum`, `holderTokenNum`, `ruggedTokens` | Community rug history. | | `rugVoteLike`, `rugVoteUnlike` | Community votes. | | `twitterUrl`, `telegramUrl`, `websiteUrl`, `geckoterminalUrl`, `discordUrl`, `githubUrl`, `redditUrl`, `youtubeUrl`, `mediumUrl`, `tiktokUrl`, `instagramUrl`, `facebookUrl`, `bitbucketUrl`, `linkedinUrl`, `farcasterUrl` | All social links. | | `verifyStatus` | Verification status. | **Pool / fee** | Field | Description | |-------|-------------| | `poolFeeList` | Array of `{ address, exchange, liquidity, feeRatio, isDynamicFee, poolType }`. | #### `mcap_candle` (one row per candle when `includeMcapCandles: true`) `candleTime`, `candleTimeUnix`, `candleOpen`, `candleClose`, `candleHigh`, `candleLow`, `candleVolume`, `candleAmount`, `candleSource`, `candleResolution`. #### `logo_change` (one row per logo change when `includeLogoHistory: true`) `logoUrl`, `logoChangedAt`, `logoChangedAtUnix`. #### `bluechip_chain_rank` (per-chain bluechip token rank rows) `bluechipChainRank`, `bluechipChainRankSymbol`, `bluechipRate`, `marketCap`, `holderCount`, `liquidity`, `price`, `smartBuys24h`, `smartSells24h`, `launchpad`. #### `bundler_stat` (raw bundler payload when `includeBundlerStat: true`) Raw bundler data nested in `bundlerData`. --- ### ๐Ÿงช Example output (rugcheck row) ```json { "_kind": "rugcheck", "chain": "bsc", "tokenAddress": "0xe379f34d9405761af8ca8a09fc01d81bb9e74444", "isHoneypot": false, "isRenounced": true, "isOpenSource": true, "buyTax": "0", "sellTax": "0", "top10HolderRate": 0.0872, "isLocked": true, "lockPercent": 0.95, "isLockedByBlackhole": true, "auditDescription": "This token has passed security checks with no risks detected.", "auditEngine": "ai", "launchpad": "fourmeme", "launchpadStatus": "migrated", "creator": "0x...", "creatorTokenStatus": "creator_close", "creatorCreatedCount": 933, "twitterRenameCount": 0, "twitterDelPostCount": 0, "twitterCreateTokenCount": 4, "holderCount": 2, "bluechipOwnerCount": 0, "topBundlerTraderPercentage": 0.0494, "top70SniperHoldRate": 0.0494, "athMcap": 400306.67, "athTokenSymbol": "่ขซ็›—ๅฐไฝ•", "recommendBuySlippage": "40.0", "rugRatio": 0, "rugVoteLike": 0, "rugVoteUnlike": 0, "twitterUrl": "https://x.com/i/status/2055257307928523102", "telegramUrl": null, "websiteUrl": "", "poolFeeList": [ { "exchange": "Fourmeme", "liquidity": 747.94, "feeRatio": 0.01, "isDynamicFee": false, "poolType": "fourmeme" } ], "gmgnUrl": "https://gmgn.ai/bsc/token/0xe379f34d9405761af8ca8a09fc01d81bb9e74444", "scrapedAt": "2026-05-15T12:00:00.000Z" } ```` *** ### ๐Ÿงฐ Recipes #### 1. Full audit of a single token ```json { "tokens": [{ "chain": "sol", "address": "..." }], "includeSecurity": true, "includeDevInfo": true, "includeTokenStat": true, "includeAth": true, "includeRugVote": true, "includeLogoHistory": true, "includeMcapCandles": true, "candleResolution": "1h", "includePoolFee": true, "includeBundlerStat": true, "includeRecommendSlippage": true } ``` #### 2. Bulk audit a watchlist ```json { "tokens": [/* 50 tokens */], "includeSecurity": true, "includeTokenStat": true, "includeRugVote": true } ``` 50 rows, all the security flags + holder/trader stats. ~30-60 seconds. #### 3. Chart export with security context ```json { "tokens": [{ "chain": "sol", "address": "..." }], "includeMcapCandles": true, "candleResolution": "5m" } ``` Get OHLC + the security row. Pipe into TradingView / Grafana. #### 4. Daily monitor of your own project ```json { "tokens": [{ "chain": "bsc", "address": "YOUR_TOKEN" }], "includeDevInfo": true, "includeTokenStat": true, "includeLogoHistory": true } ``` Schedule daily. Diff against yesterday to spot suspicious dev activity. #### 5. Chain-wide bluechip discovery ```json { "tokens": [{ "chain": "sol", "address": "any" }], "includeSecurity": false, "includeBluechipRank": true } ``` Just emits the 100 bluechip-ranked tokens for the chain. *** ### ๐Ÿ›ก๏ธ Under the hood - **Endpoints** โ€” - `/api/v1/mutil_window_token_security_launchpad/{chain}/{addr}` โ€” security - `/api/v1/token_dev_info/{chain}/{addr}` โ€” dev / Twitter history - `/api/v1/token_stat/{chain}/{addr}` โ€” holder / trader stats - `/api/v1/ath_info/{chain}/{addr}` โ€” ATH - `/api/v1/recommend_slippage/{chain}/{addr}` โ€” slippage / volatility - `/api/v1/mutil_window_token_link_rug_vote/{chain}/{addr}` โ€” rug vote + links - `/api/v1/token_pool_fee_info/{chain}/{addr}` โ€” pool / fee - `/api/v1/token_mcap_candles/{chain}/{addr}` โ€” candles - `/api/v1/token_logo_history/{chain}/{addr}` โ€” logo changes - `/api/v1/token_bundler_stat/{chain}/{addr}` โ€” bundler stat - `/api/v1/bluechip_rank/{chain}` โ€” chain bluechip rank - **Parallel fanout** โ€” all endpoints called concurrently per token. - **Optional failures** โ€” non-required endpoints log and continue; the consolidated row is still emitted. - **Auth** โ€” none. - **Proxy** โ€” Apify Residential default. - **Retries** โ€” 5 attempts with exponential backoff on 403 / 429 / 5xx. *** ### โšก Performance | Configuration | Rows | Time | Cost | |--------------|------|------|------| | 1 token, all flags off except security | 1 | <5s | <$0.01 | | 1 token, full audit (10 endpoints) | 1-200 | <15s | <$0.01 | | 10 tokens, full audit + candles | 100-2,000 | ~1 min | ~$0.03 | | 100 tokens, full audit | ~100-15K | ~5 min | ~$0.20 | *** ### ๐Ÿ“… Recommended schedules - **Live rugcheck-on-demand** โ€” triggered per new-pair launch. - **Daily project monitoring** โ€” once per day. - **Hourly watchlist** โ€” once per hour for active watch. *** ### โ“ FAQ #### What's `isLockedByBlackhole`? `true` when the LP is held by the burn address (`0x000...000`). Equivalent to permanent burn โ€” the strongest lock signal. #### What's `creatorOpenCount`? How many tokens the creator wallet still actively holds (i.e. open positions). A creator with 50+ open positions has been launching tokens en masse โ€” usually low-quality. #### What's `twitterNameChangeHistory`? Array of `{ name, timestamp }` rename events for the creator's Twitter. Multiple renames close together = scam signal. #### What's `auditEngine`? GMGN's audit pipeline. `ai` = LLM-generated audit description. `solidity` / `solidity_v2` = on-chain bytecode analysis. `manual` = human-reviewed. #### What's `recommendBuySlippage`? GMGN's calibrated slippage % to clear the pool's current liquidity for a typical buy. Use this to set your trader bot's slippage. #### What's `topBundlerTraderPercentage`? Share of token supply held by wallets that arrived via bundler bots (block-0 multi-wallet buys). Above 10% = high bundler exposure. #### Why is `holderCount` only 2 in some examples? For freshly-launched tokens, `holderCount` may be tiny. Reflects the actual on-chain holder count at scrape time. #### What does `signalCount` track? The number of GMGN community signals (alerts, calls) issued about this token. Proxy for community attention. #### What's the difference between this actor and the Trending Scanner? Trending Scanner returns a LIST of trending tokens with summary fields each. This actor takes specific tokens and returns DEEP analytics per token. #### How long do candle responses go back? Roughly 100-300 most recent candles per resolution. For `1h` that's ~10-12 days back; for `1m` it's ~5 hours. #### Can I get historical security snapshots? Not directly โ€” but schedule the actor daily and store outputs, then diff. The `twitterNameChangeHistory` and `logoHistory` arrays ARE historical events themselves. #### What if some endpoints 404? Non-fatal โ€” the actor logs and continues. The consolidated row is emitted with `null` for missing fields. #### How do I score a token quickly? A quick weighted score: - `isHoneypot == false` (ร—3 weight) - `isRenounced == true` (ร—2) - `top10HolderRate < 0.2` (ร—2) - `creatorCreatedCount < 10` (ร—1) - `twitterRenameCount == 0` (ร—1) - `topBundlerTraderPercentage < 0.05` (ร—2) - `rugVoteUnlike < rugVoteLike` (ร—1) *** ### ๐Ÿ”— Related actors - **GMGN Trending Memecoin Scanner** โ€” feed token addresses into this actor. - **GMGN New Token Launch Detector** โ€” fresh tokens to audit. - **GMGN Token Holders Intelligence** โ€” full holder list for any token. - **GMGN Wallet Portfolio & PnL Tracker** โ€” wallet-centric view. - **GMGN Smart Money Wallet Leaderboard** โ€” top traders ranked by PnL. - **GMGN Smart Money Buy Signals** โ€” live whale buys. - **GMGN Crypto KOL Twitter & Telegram Signal Feed** โ€” KOL chatter. *** ### ๐Ÿ†˜ Support Bug? Missing endpoint? Open an issue on the actor's Apify page. *** ### Changelog - **2026-05-20** โ€” Maintenance pass: reviewed the input schema and default values for a smooth one-click start, and rebuilt the Actor on the latest base image. *Last reviewed: 2026-05-20.* # Actor input Schema ## `tokens` (type: `array`): List of tokens to analyze. Each entry: `{ chain, address }`. Up to 100 tokens per run. Chain: sol, bsc, eth, base, tron, monad. ## `includeSecurity` (type: `boolean`): Honeypot, blacklist, renounced, source verification, taxes, lock summary, audit description, privileges. ## `includeDevInfo` (type: `boolean`): Creator address, Twitter rename / delete history, fund-from origin, dexscreener boost / ad / trending bar flags. ## `includeTokenStat` (type: `boolean`): Bluechip-owner percentage, signal count, degen-call count, bundler / bot-degen / sniper / fresh / rat-trader rates, dev-team hold, private-vault hold. ## `includeAth` (type: `boolean`): All-time-high market cap and the ATH source token (often the same token). ## `includeBundlerStat` (type: `boolean`): Per-bundler-wallet share, bundled-buy count, bundled-volume. ## `includePoolFee` (type: `boolean`): DEX, liquidity, fee ratio, dynamic-fee flag, Meteora-specific fee configs. ## `includeRecommendSlippage` (type: `boolean`): GMGN's recommended slippage (buy & sell) and volatility score โ€” useful for setting trade parameters. ## `includeRugVote` (type: `boolean`): GMGN community rug vote (like / unlike), rug ratio, holder-rugged count, plus the full token-links object (every social). ## `includeLogoHistory` (type: `boolean`): Every logo change with timestamp โ€” strong rugpull signal when many changes happen close together. ## `includeMcapCandles` (type: `boolean`): OHLC market-cap candles for charting. One row per candle is emitted (up to ~500 candles per token at 1h resolution). ## `candleResolution` (type: `string`): Time resolution for candles. '1m', '5m', '15m', '30m', '1h', '4h', '1d'. ## `includeBluechipRank` (type: `boolean`): When ON, also fetches the chain-wide bluechip-token rank โ€” 100 tokens with high bluechip-holder share. Emitted as separate rows. ## `useProxy` (type: `boolean`): Route requests through Apify Proxy. Strongly recommended ON โ€” residential proxy is the most reliable way to bypass Cloudflare rate limits. ## `proxyConfiguration` (type: `object`): Apify Proxy configuration. Residential proxy group is recommended for the highest success rate against Cloudflare. ## `maxConcurrency` (type: `integer`): Maximum number of API calls running in parallel. Higher = faster runs but more chance of hitting rate limits. 3-5 is safe. ## Actor input object example ```json { "tokens": [ { "chain": "sol", "address": "EKpQGSJtjMFqKZ9KQanSqYXRcF8fBopzLHYxdM65zcjm" }, { "chain": "sol", "address": "DezXAZ8z7PnrnRJjz3wXBoRgixCa6xjnB7YaB1pPB263" }, { "chain": "sol", "address": "JUPyiwrYJFskUPiHa7hkeR8VUtAeFoSYbKedZNsDvCN" }, { "chain": "sol", "address": "FqwY8W1TKqZvnqUprpMQCM1VQ5veM19biNrRpVoM9BUA" }, { "chain": "sol", "address": "C9jebncmq16vegznKqpEWBWk1NaLnYBoXxMQqvbBpump" }, { "chain": "sol", "address": "ssDhQuXpE9JgGkVQwbep54qqtSVXtzJQo2mFgM2pump" }, { "chain": "sol", "address": "7pbXiXW8p7UCs4z5TgbFhtYPB7ELxhkYHPn9JAPBpump" }, { "chain": "bsc", "address": "0xe379f34d9405761af8ca8a09fc01d81bb9e74444" }, { "chain": "bsc", "address": "0x1596a456fc3cfbcb24a7de6049d05de44676dfe2" }, { "chain": "bsc", "address": "0x55d398326f99059fF775485246999027B3197955" }, { "chain": "bsc", "address": "0x9c17ba5f1c4a08692bdfa10fab258d9fa1df4444" }, { "chain": "bsc", "address": "0xa655dbba4a937d9e8c33e0b7b8a7d3f8d8e57777" }, { "chain": "bsc", "address": "0x8d21ce4993d4aab34446c4716575e02af2e94444" }, { "chain": "eth", "address": "0xdAC17F958D2ee523a2206206994597C13D831ec7" }, { "chain": "eth", "address": "0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48" }, { "chain": "base", "address": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913" }, { "chain": "tron", "address": "TR7NHqjeKQxGTCi8q8ZY4pL8otSzgjLj6t" } ], "includeSecurity": true, "includeDevInfo": true, "includeTokenStat": true, "includeAth": true, "includeBundlerStat": true, "includePoolFee": true, "includeRecommendSlippage": true, "includeRugVote": true, "includeLogoHistory": true, "includeMcapCandles": true, "candleResolution": "1h", "includeBluechipRank": true, "useProxy": true, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] }, "maxConcurrency": 5 } ``` # Actor output Schema ## `_kind` (type: `string`): rugcheck / mcap\_candle / logo\_change / bluechip\_chain\_rank / bundler\_stat ## `chain` (type: `string`): Blockchain slug ## `tokenAddress` (type: `string`): Token contract address ## `isHoneypot` (type: `string`): Cannot-sell flag ## `isRenounced` (type: `string`): Ownership renounced ## `isOpenSource` (type: `string`): Source verified ## `isBlacklist` (type: `string`): Blacklist flag ## `buyTax` (type: `string`): Buy tax % ## `sellTax` (type: `string`): Sell tax % ## `top10HolderRate` (type: `string`): Share held by top-10 wallets ## `lockPercent` (type: `string`): LP lock percentage ## `isLockedByBlackhole` (type: `string`): LP burnt to blackhole address ## `auditDescription` (type: `string`): AI audit summary ## `auditEngine` (type: `string`): AI / solidity / manual ## `launchpad` (type: `string`): Launchpad slug ## `launchpadStatus` (type: `string`): bonding\_curve or migrated ## `creator` (type: `string`): Creator wallet ## `creatorCreatedCount` (type: `string`): Tokens this creator has launched ## `fundFrom` (type: `string`): Wallet that funded the creator ## `twitterRenameCount` (type: `string`): Twitter rename event count ## `twitterDelPostCount` (type: `string`): Twitter delete-post count ## `twitterCreateTokenCount` (type: `string`): Tokens linked to this Twitter ## `twitterNameChangeHistory` (type: `string`): Twitter rename history ## `holderCount` (type: `string`): Unique holder count ## `bluechipOwnerPercentage` (type: `string`): Share of holders that are bluechip ## `topBundlerTraderPercentage` (type: `string`): Share held by bundler wallets ## `top70SniperHoldRate` (type: `string`): Share held by top-70 snipers ## `athMcap` (type: `string`): All-time-high market cap ## `recommendBuySlippage` (type: `string`): Recommended buy slippage % ## `rugRatio` (type: `string`): Community rug ratio 0-1 ## `rugVoteLike` (type: `string`): Community like votes ## `rugVoteUnlike` (type: `string`): Community unlike votes ## `twitterUrl` (type: `string`): Twitter URL ## `telegramUrl` (type: `string`): Telegram URL ## `websiteUrl` (type: `string`): Website URL ## `candleTime` (type: `string`): Candle timestamp (candle rows) ## `candleOpen` (type: `string`): OHLC open (candle rows) ## `candleClose` (type: `string`): OHLC close (candle rows) ## `candleHigh` (type: `string`): OHLC high (candle rows) ## `candleLow` (type: `string`): OHLC low (candle rows) ## `candleVolume` (type: `string`): Candle volume (candle rows) ## `logoUrl` (type: `string`): Logo URL (logo\_change rows) ## `logoChangedAt` (type: `string`): ISO time of logo change ## `gmgnUrl` (type: `string`): GMGN token page ## `scrapedAt` (type: `string`): Scrape timestamp # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "tokens": [ { "chain": "sol", "address": "EKpQGSJtjMFqKZ9KQanSqYXRcF8fBopzLHYxdM65zcjm" }, { "chain": "sol", "address": "DezXAZ8z7PnrnRJjz3wXBoRgixCa6xjnB7YaB1pPB263" }, { "chain": "sol", "address": "JUPyiwrYJFskUPiHa7hkeR8VUtAeFoSYbKedZNsDvCN" }, { "chain": "sol", "address": "FqwY8W1TKqZvnqUprpMQCM1VQ5veM19biNrRpVoM9BUA" }, { "chain": "sol", "address": "C9jebncmq16vegznKqpEWBWk1NaLnYBoXxMQqvbBpump" }, { "chain": "sol", "address": "ssDhQuXpE9JgGkVQwbep54qqtSVXtzJQo2mFgM2pump" }, { "chain": "sol", "address": "7pbXiXW8p7UCs4z5TgbFhtYPB7ELxhkYHPn9JAPBpump" }, { "chain": "bsc", "address": "0xe379f34d9405761af8ca8a09fc01d81bb9e74444" }, { "chain": "bsc", "address": "0x1596a456fc3cfbcb24a7de6049d05de44676dfe2" }, { "chain": "bsc", "address": "0x55d398326f99059fF775485246999027B3197955" }, { "chain": "bsc", "address": "0x9c17ba5f1c4a08692bdfa10fab258d9fa1df4444" }, { "chain": "bsc", "address": "0xa655dbba4a937d9e8c33e0b7b8a7d3f8d8e57777" }, { "chain": "bsc", "address": "0x8d21ce4993d4aab34446c4716575e02af2e94444" }, { "chain": "eth", "address": "0xdAC17F958D2ee523a2206206994597C13D831ec7" }, { "chain": "eth", "address": "0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48" }, { "chain": "base", "address": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913" }, { "chain": "tron", "address": "TR7NHqjeKQxGTCi8q8ZY4pL8otSzgjLj6t" } ] }; // Run the Actor and wait for it to finish const run = await client.actor("logiover/gmgn-token-rugcheck-analytics").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`๐Ÿ’พ Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "tokens": [ { "chain": "sol", "address": "EKpQGSJtjMFqKZ9KQanSqYXRcF8fBopzLHYxdM65zcjm", }, { "chain": "sol", "address": "DezXAZ8z7PnrnRJjz3wXBoRgixCa6xjnB7YaB1pPB263", }, { "chain": "sol", "address": "JUPyiwrYJFskUPiHa7hkeR8VUtAeFoSYbKedZNsDvCN", }, { "chain": "sol", "address": "FqwY8W1TKqZvnqUprpMQCM1VQ5veM19biNrRpVoM9BUA", }, { "chain": "sol", "address": "C9jebncmq16vegznKqpEWBWk1NaLnYBoXxMQqvbBpump", }, { "chain": "sol", "address": "ssDhQuXpE9JgGkVQwbep54qqtSVXtzJQo2mFgM2pump", }, { "chain": "sol", "address": "7pbXiXW8p7UCs4z5TgbFhtYPB7ELxhkYHPn9JAPBpump", }, { "chain": "bsc", "address": "0xe379f34d9405761af8ca8a09fc01d81bb9e74444", }, { "chain": "bsc", "address": "0x1596a456fc3cfbcb24a7de6049d05de44676dfe2", }, { "chain": "bsc", "address": "0x55d398326f99059fF775485246999027B3197955", }, { "chain": "bsc", "address": "0x9c17ba5f1c4a08692bdfa10fab258d9fa1df4444", }, { "chain": "bsc", "address": "0xa655dbba4a937d9e8c33e0b7b8a7d3f8d8e57777", }, { "chain": "bsc", "address": "0x8d21ce4993d4aab34446c4716575e02af2e94444", }, { "chain": "eth", "address": "0xdAC17F958D2ee523a2206206994597C13D831ec7", }, { "chain": "eth", "address": "0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48", }, { "chain": "base", "address": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913", }, { "chain": "tron", "address": "TR7NHqjeKQxGTCi8q8ZY4pL8otSzgjLj6t", }, ] } # Run the Actor and wait for it to finish run = client.actor("logiover/gmgn-token-rugcheck-analytics").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("๐Ÿ’พ Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "tokens": [ { "chain": "sol", "address": "EKpQGSJtjMFqKZ9KQanSqYXRcF8fBopzLHYxdM65zcjm" }, { "chain": "sol", "address": "DezXAZ8z7PnrnRJjz3wXBoRgixCa6xjnB7YaB1pPB263" }, { "chain": "sol", "address": "JUPyiwrYJFskUPiHa7hkeR8VUtAeFoSYbKedZNsDvCN" }, { "chain": "sol", "address": "FqwY8W1TKqZvnqUprpMQCM1VQ5veM19biNrRpVoM9BUA" }, { "chain": "sol", "address": "C9jebncmq16vegznKqpEWBWk1NaLnYBoXxMQqvbBpump" }, { "chain": "sol", "address": "ssDhQuXpE9JgGkVQwbep54qqtSVXtzJQo2mFgM2pump" }, { "chain": "sol", "address": "7pbXiXW8p7UCs4z5TgbFhtYPB7ELxhkYHPn9JAPBpump" }, { "chain": "bsc", "address": "0xe379f34d9405761af8ca8a09fc01d81bb9e74444" }, { "chain": "bsc", "address": "0x1596a456fc3cfbcb24a7de6049d05de44676dfe2" }, { "chain": "bsc", "address": "0x55d398326f99059fF775485246999027B3197955" }, { "chain": "bsc", "address": "0x9c17ba5f1c4a08692bdfa10fab258d9fa1df4444" }, { "chain": "bsc", "address": "0xa655dbba4a937d9e8c33e0b7b8a7d3f8d8e57777" }, { "chain": "bsc", "address": "0x8d21ce4993d4aab34446c4716575e02af2e94444" }, { "chain": "eth", "address": "0xdAC17F958D2ee523a2206206994597C13D831ec7" }, { "chain": "eth", "address": "0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48" }, { "chain": "base", "address": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913" }, { "chain": "tron", "address": "TR7NHqjeKQxGTCi8q8ZY4pL8otSzgjLj6t" } ] }' | apify call logiover/gmgn-token-rugcheck-analytics --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=logiover/gmgn-token-rugcheck-analytics", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "GMGN Token Rugcheck & Deep Analytics โ€” Security Audit", "description": "Complete token security audit + analytics for Solana, BSC, Ethereum, Base, Tron, Monad. Honeypot, blacklist, renounced, taxes, lock summary, AI audit, dev/creator Twitter history, holder distribution, bundler/sniper rates, ATH, slippage, candles, rug votes, logo history. 150+ fields.", "version": "1.0", "x-build-id": "s7qYp4Rag49LbOdV8" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/logiover~gmgn-token-rugcheck-analytics/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-logiover-gmgn-token-rugcheck-analytics", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/logiover~gmgn-token-rugcheck-analytics/runs": { "post": { "operationId": "runs-sync-logiover-gmgn-token-rugcheck-analytics", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/logiover~gmgn-token-rugcheck-analytics/run-sync": { "post": { "operationId": "run-sync-logiover-gmgn-token-rugcheck-analytics", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "required": [ "tokens" ], "properties": { "tokens": { "title": "Tokens", "type": "array", "description": "List of tokens to analyze. Each entry: `{ chain, address }`. Up to 100 tokens per run. Chain: sol, bsc, eth, base, tron, monad." }, "includeSecurity": { "title": "Include Security Audit", "type": "boolean", "description": "Honeypot, blacklist, renounced, source verification, taxes, lock summary, audit description, privileges.", "default": true }, "includeDevInfo": { "title": "Include Dev / Creator Info", "type": "boolean", "description": "Creator address, Twitter rename / delete history, fund-from origin, dexscreener boost / ad / trending bar flags.", "default": true }, "includeTokenStat": { "title": "Include Holder & Trader Statistics", "type": "boolean", "description": "Bluechip-owner percentage, signal count, degen-call count, bundler / bot-degen / sniper / fresh / rat-trader rates, dev-team hold, private-vault hold.", "default": true }, "includeAth": { "title": "Include ATH", "type": "boolean", "description": "All-time-high market cap and the ATH source token (often the same token).", "default": true }, "includeBundlerStat": { "title": "Include Bundler Statistics", "type": "boolean", "description": "Per-bundler-wallet share, bundled-buy count, bundled-volume.", "default": true }, "includePoolFee": { "title": "Include Pool / Fee Info", "type": "boolean", "description": "DEX, liquidity, fee ratio, dynamic-fee flag, Meteora-specific fee configs.", "default": true }, "includeRecommendSlippage": { "title": "Include Recommended Slippage", "type": "boolean", "description": "GMGN's recommended slippage (buy & sell) and volatility score โ€” useful for setting trade parameters.", "default": true }, "includeRugVote": { "title": "Include Rug Vote / Links", "type": "boolean", "description": "GMGN community rug vote (like / unlike), rug ratio, holder-rugged count, plus the full token-links object (every social).", "default": true }, "includeLogoHistory": { "title": "Include Logo Change History", "type": "boolean", "description": "Every logo change with timestamp โ€” strong rugpull signal when many changes happen close together.", "default": true }, "includeMcapCandles": { "title": "Include Market-Cap Candle History", "type": "boolean", "description": "OHLC market-cap candles for charting. One row per candle is emitted (up to ~500 candles per token at 1h resolution).", "default": true }, "candleResolution": { "title": "Candle Resolution (when candles enabled)", "enum": [ "1m", "5m", "15m", "30m", "1h", "4h", "1d" ], "type": "string", "description": "Time resolution for candles. '1m', '5m', '15m', '30m', '1h', '4h', '1d'.", "default": "1h" }, "includeBluechipRank": { "title": "Include Chain Bluechip Rank", "type": "boolean", "description": "When ON, also fetches the chain-wide bluechip-token rank โ€” 100 tokens with high bluechip-holder share. Emitted as separate rows.", "default": true }, "useProxy": { "title": "Use Apify Proxy", "type": "boolean", "description": "Route requests through Apify Proxy. Strongly recommended ON โ€” residential proxy is the most reliable way to bypass Cloudflare rate limits.", "default": true }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "Apify Proxy configuration. Residential proxy group is recommended for the highest success rate against Cloudflare.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } }, "maxConcurrency": { "title": "Max Concurrent Requests", "minimum": 1, "maximum": 20, "type": "integer", "description": "Maximum number of API calls running in parallel. Higher = faster runs but more chance of hitting rate limits. 3-5 is safe.", "default": 5 } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```