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PulseChain analytics: 28 tools — safety scores, signals, whale alerts, pair analytics, AML.
About
PulseChain analytics: 28 tools — safety scores, signals, whale alerts, pair analytics, AML.
Security Report
3.2
Use Caution3.2High RiskThis MCP server for PulseChain analytics has reasonable security practices overall, but contains several moderate concerns that warrant attention. The codebase includes comprehensive token safety features and data validation, but exhibits problematic patterns around API error handling, excessive external API dependencies without fallbacks, and some input validation gaps that could impact reliability. The permissions are appropriate for a blockchain data analytics platform, but error conditions and edge cases need stronger handling. Supply chain analysis found 4 known vulnerabilities in dependencies (0 critical, 3 high severity). Package verification found 1 issue (1 critical, 0 high severity).
4 files analyzed · 13 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
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Unverified package source
We couldn't verify that the installable package matches the reviewed source code. Proceed with caution.
What You'll Need
Set these up before or after installing:
API key for PRO tools (get one at openpulsechain.com/pricing). Free tools work without it.Required
Environment variable: OPENPULSECHAIN_API_KEY
How to Install
Add this to your MCP configuration file:
{
"mcpServers": {
"io-github-openpulsechain-analytics": {
"env": {
"OPENPULSECHAIN_API_KEY": "your-openpulsechain-api-key-here"
},
"args": [
"-y",
"@openpulsechain/mcp-server"
],
"command": "npx"
}
}
}Documentation
View on GitHubFrom the project's GitHub README.
OpenPulsechain
Open-source analytics platform for PulseChain.
Live: openpulsechain.com · Dune: Bridge Analytics
Not affiliated with PulseChain, PulseX, or any related entity. Data is for informational purposes only — not financial advice.
What's included
| Module | Description |
|---|---|
| Dashboard | 16-page web app: Overview, DEX, Tokens, Bridge, Whales, Intelligence, Safety, Alerts, Smart Money, Leagues, Heart Law, Wallet Profiles, Token Safety, MCP/API, Privacy |
| Token Safety API | FastAPI with 25 public endpoints: safety scores, scam radar, deployer reputation, smart money, wallet analysis, leagues, bridge stats, funding trees |
| REST API | FastAPI with 12 endpoints: tokens, prices, history, pairs, market overview, safety proxies |
| MCP Server | Model Context Protocol server with 20 tools for AI assistants |
| Chrome Extension | Token safety scores, transaction guard, portfolio tracker, scam alerts |
| Indexers | 23 Python cron jobs collecting on-chain data every 5-15 min |
| Dune | 9 SQL queries + 20 visualizations for bridge analytics (Ethereum-side) |
Features
Analytics Dashboard
- Overview — PLS price, chain TVL, gas estimates, token prices table
- DEX Analytics — PulseX daily volume, liquidity, top 30 trading pairs
- Token Explorer — 2500+ browsable tokens with pagination, search, price history charts
- Bridge Monitor — OmniBridge + Hyperlane: daily flows, cumulative net flow, whale alerts, TVL by token
- Whale Tracker — Top holders, cross-token analysis, funding clusters, connection graph
- Leagues — Holder tier rankings for PLS, PLSX, HEX, INC, updated every 6 hours
- Heart Law — Educational AMM price simulator for PulseX pools
Security & Intelligence
- Token Safety Scanner — Composite score (0-100, grade A-F) based on honeypot detection, contract analysis, LP health, holder concentration, token age
- Scam Radar — Automated alerts for LP removals and whale dumps, scanning every 30 minutes
- Deployer Reputation — Serial rugger detection: analyzes deployer's token history, dead token ratio
- Smart Money Tracker — Large swaps on PulseX, top wallets by volume, auto-refresh every 60s
- Wallet Profiler — Token holdings + swap activity for any address
- Market Intelligence — AI-analyzed Twitter sentiment, risk conclusions, action detection
Chrome Extension
- Transaction Guard — Intercepts swaps on PulseX, 9mm, Piteas and warns about risky tokens before signing
- Safety Scanner — Browse all analyzed tokens with safety scores, grades, and sub-score details
- Portfolio Tracker — Track wallet balances with sparkline charts
- Scam Alerts — Real-time notifications for critical scam detections
Data
- 2,500+ tokens discovered from PulseX Subgraph
- 463K+ price records (daily, since May 2023)
- 231K+ bridge transfers (OmniBridge + Hyperlane)
- 100% sovereign token prices from PulseX
derivedUSD— no CoinGecko dependency for PulseChain tokens
Architecture
PulseX Subgraph ──┐
DefiLlama API ────┤
PulseChain RPC ───┤──> Python Indexers ──> PostgreSQL (RLS)
Blockscout API ───┘ │
┌─────────┼──────────┐
│ │ │
React SPA REST API Safety API
│ │
Dashboard safety.openpulsechain.com
16 pages + MCP 25 public endpoints
│
Chrome Extension
Project Structure
/
frontend/ # React dashboard (16 pages)
api/ # REST API FastAPI (tokens, prices, pairs)
token_safety/ # Safety API FastAPI (scores, scam radar, deployer, smart money, leagues)
indexers/ # 23 Python cron jobs (on-chain data collection)
live_cache/ # Real-time token pool cache (DexScreener)
mcp-server/ # MCP server for AI assistants (20 tools)
extension/ # Chrome browser extension
dune/ # SQL queries for Dune Analytics
docs/ # Documentation
Getting started
git clone https://github.com/openpulsechain/openpulsechain.git
cd openpulsechain
| Module | Setup |
|---|---|
frontend/ | npm install && npm run dev |
indexers/ | pip install -r requirements.txt + .env config |
api/ | pip install -r requirements.txt && uvicorn main:app |
token_safety/ | pip install -r requirements.txt && uvicorn main:app |
mcp-server/ | npm install && npm run build |
extension/ | npm install && npm run build → load dist/ in Chrome |
Data sources
| Data | Source | Access |
|---|---|---|
| Token prices (PulseChain) | PulseX Subgraph derivedUSD | Public |
| TVL, DEX volume | DefiLlama API | Public |
| Gas price, blocks | PulseChain RPC | Public |
| Bridge events (ETH-side) | Dune Analytics | Public (2500 credits/mo) |
| Bridge events (PLS-side) | PulseChain OmniBridge Subgraph | Public |
| Hyperlane transfers | Hyperlane Explorer API | Public |
| Contract analysis | PulseChain Scan API (Blockscout v2) | Public |
| Honeypot detection | FeeChecker contract (on-chain simulation) | On-chain |
| Token logos | PulseX CDN, Piteas GitHub, DexScreener | Public |
License
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