x402watch
MCP serverDev toolsx402watch gives your AI a wash-filtered view of the x402 ecosystem, so what it reports reflects real activity rather than inflated numbers. Once added, your AI can look up services, browse them by category, and summarize current trends.
Use x402watch in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add x402watch and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use the x402 get categories tool from x402watch
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Details
Available today. Use it from your connected AI after setup.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
After adding x402watch, ask your AI to show x402 categories or summarize recent trends. You can also ask it to check a specific service for wash-filtered activity.
What your AI can do with it
- Browse x402 services organized by category
- Pull up details on individual x402 services
- See wash analysis that separates real activity from inflated volume
- Track trends across the x402 ecosystem
- Summarize ecosystem activity with wash activity already filtered out
Install x402watch
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user x402watch 'https://api.x402.printmoneylab.com/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://api.x402.printmoneylab.com/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=x402watch&config=eyJ1cmwiOiJodHRwczovL2FwaS54NDAyLnByaW50bW9uZXlsYWIuY29tL21jcCJ9Open the link and Cursor adds the server at that address.
ChatGPT
https://api.x402.printmoneylab.com/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add x402watch --url 'https://api.x402.printmoneylab.com/mcp'Run it once, then sign in with codex mcp login x402watch if the server asks for an account.
From the project's README
As published by printmoneylab/x402watch in README.md.
Wash-filtered intelligence layer for the x402 ecosystem — free public dashboard, daily CC0 datasets, x402-native paid API, and a remote MCP server.
What is x402watch
Public x402 dashboards count transactions. x402watch classifies them.
Every active buyer wallet is tagged with one of eight labels — organic_user, self_test, developer, suspected_wash, ai_agent, analytics_bot, exchange_user, or verifier — using cohort signals + vanity clustering. Real-volume reporting excludes the synthetic categories, so service rankings reflect actual demand instead of self-funded noise.
4-Axis Differentiation
- Wash filter — 8-label buyer classification, cohort signal detection (uniform_amount, coordinated_start, uniform_tx_count, time_burst), strict + broad vanity clustering, conservative developer label.
- Free public data — every label, every benchmark. Daily CC0 snapshots in
printmoneylab/x402watch-data. - AI-native — public REST API, x402-native paid endpoints, llms.txt, OpenAPI spec, RSS, /.well-known/x402, and an MCP server.
- Coverage — 36,000+ services indexed across Base, Solana, Polygon, and Arbitrum.
Quick Start
Free API
curl https://api.x402.printmoneylab.com/api/v1/landing-stats
curl https://api.x402.printmoneylab.com/api/v1/categories
curl 'https://api.x402.printmoneylab.com/api/v1/services?search=ai'
Rate limit: 60 req/hour per IP. No API key. CC0-licensed.
MCP server (one command)
smithery mcp add bakyang2/x402watch
Or add to any MCP client manually (Claude Desktop, Cursor, Cline):
{
"mcpServers": {
"x402watch": {
"transport": "streamable-http",
"url": "https://api.x402.printmoneylab.com/mcp"
}
}
}
Paid endpoint (x402)
import asyncio, os
from eth_account import Account
from x402 import x402Client
from x402.mechanisms.evm.exact import ExactEvmClientScheme
from x402.http.clients.httpx import x402HttpxClient
async def main():
acct = Account.from_key(os.environ["PRIVATE_KEY"])
payer = x402Client()
payer.register("eip155:8453", ExactEvmClientScheme(acct))
async with x402HttpxClient(payer, base_url="https://api.x402.printmoneylab.com") as c:
r = await c.post("/api/v1/wash/check", json={"address": "0x..."})
print(r.json()["label"])
asyncio.run(main())
The 402 round-trip pays USDC on Base mainnet via the CDP facilitator, retries with the signed payment header, and returns 200 with the data — no signup, no API keys.
API Endpoints
Free (60 req/hour per IP)
| Endpoint | Description |
|---|---|
GET /api/v1/landing-stats | Real-time market overview (services, transactions, real volume %) |
GET /api/v1/categories | All 33 x402 service categories with stats |
GET /api/v1/categories/{slug} | Category detail + 30-day time series + top services |
GET /api/v1/services | Paginated service list with filters |
GET /api/v1/services/{id} | Service detail: stats, time series, top buyers, label distribution |
GET /api/v1/trends | 24-hour ecosystem trends |
GET /api/v1/wash-report | Aggregate wash patterns + anonymized case studies |
Paid (x402, USDC on Base)
| Endpoint | Price | Use case |
|---|---|---|
GET /api/v1/services/{id}/wash-detail | $0.005 | Operator audit — top 50 buyers + signal breakdown |
GET /api/v1/buyers/{address}/profile | $0.005 | Wallet research |
GET /api/v1/services/{id}/transactions | $0.01 | Custom analysis — raw 30-day transactions |
GET /api/v1/categories/{slug}/full-history | $0.02 | Longitudinal research — 365-day hourly series |
POST /api/v1/wash/check | $0.05 | Real-time wash analysis for any address |
Settled via the Coinbase Developer Platform x402 facilitator. Bazaar discovery extensions declared per route.
Full reference: /api · Swagger UI
MCP Tools
Listed on the official MCP Registry as io.github.printmoneylab/x402watch. Streamable-http at https://api.x402.printmoneylab.com/mcp. Five read-only tools:
| Tool | What it returns |
|---|---|
x402_get_categories | All 33 categories with services count, 24h volume, real-volume %, label distribution |
x402_get_service | One service's full record: stats, 30-day daily volume, top buyers, label mix |
x402_check_wash | Aggregate wash-report dataset (per-address analysis is the paid POST /wash/check endpoint) |
x402_search_services | Search 36k+ services with filters (category, chain, sort, page) |
x402_get_trends | 24h trends: new services, hot services, category volume movers |
Architecture
| Layer | Stack |
|---|---|
| Frontend | Next.js 16 (App Router) + Tailwind v4 + Recharts |
| Backend | FastAPI + PostgreSQL (TimescaleDB) + Redis (5-min cache) |
| Indexing | Bazaar discovery + EVM RPC (Alchemy) + Solana RPC (Helius) |
| Wash detection | NetworkX cohort signals, vanity clustering (strict + broad), single-buyer concentration analysis |
| AI classification | Claude Haiku 4.5 (per-service categorization), Claude Sonnet 4.5 (cross-validation) |
| Payments | x402 SDK 2.8.0, CDP facilitator on Base mainnet (USDC) |
| MCP server | FastMCP 3.x, streamable-http transport |
| Hosting | Oracle ARM (backend, free tier) + Vercel (frontend) + Cloudflare DNS |
Methodology
Open, version-controlled, deterministic from public on-chain data:
→ https://x402.printmoneylab.com/docs/methodology
Covers 8-label priority order, cohort signal thresholds, vanity-cluster math, and the conservative developer label. Source markdown lives in content/methodology.md.
Resources
- 🌐 Site: https://x402.printmoneylab.com
- 📡 API: https://api.x402.printmoneylab.com/api/v1 · Swagger
- 🤖 MCP:
https://api.x402.printmoneylab.com/mcp - 📦 Open dataset:
printmoneylab/x402watch-data - 🤝 Smithery · MCP Registry · Glama
- 🐦 Twitter: @printmoneylab
Repository Layout
This repo holds the public Next.js site under src/. The methodology markdown lives in content/methodology.md and is rendered at /docs/methodology. The FastAPI backend and indexers live on a separate Oracle host.
Contributing
Pull requests welcome. For methodology questions, dispute a label, or report a misclassified service, please open a GitHub Issue — labels are deterministic and reproducible from public on-chain data, so we'll walk through the signals that triggered the classification.
License
- Code: Apache 2.0 (see LICENSE)
- Data: CC0 (public domain), published daily to
x402watch-data
Status
Phase 1 MVP — actively developed. 9 systemd services running on the Oracle backend (api, mcp, 7 indexer/labeller/stats jobs). Daily snapshots commit to the data repo at 04:00 UTC.
Built by PrintMoneyLab.
Tools it offers (5)
What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.
x402_get_categoriesx402_get_servicex402_check_washx402_search_servicesx402_get_trends
Signals
- GitHub stars
- 1
- Last commit
- Oct 2026
Advanced
- Delivery
- x402watch MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-printmoneylab-x402watch- Source
- github.com/printmoneylab/x402watch
- Hosted endpoint
https://api.x402.printmoneylab.com/mcp
github.com/printmoneylab/x402watch