Graph Advocate

Data & APIs

Route any blockchain data question to the right Graph Protocol service. Returns live data from 15,500+ subgraphs, Token API (EVM/Solana/TON + Polymarket + Hyperliquid), x402 payment analytics, cross-venue prediction-market spreads (Polymarket ↔ Limitless, Polymarket ↔ Kalshi), and protocol-specific MCP packages. Trigger keywords: subgraph, token, balance, holder, swap, pool, TVL, DeFi, NFT, Aave, Uniswap, Polymarket, Limitless, Kalshi, prediction market spread, arbitrage, Hyperliquid, perps, ENS, governance, x402, onchain data, blockchain.

Install

openclaw skills install graph-advocate

Graph Advocate

Ask any blockchain data question in plain English. Get back live data — not just a recommendation.

Routing

Match the user's intent to the right service. Load only the reference you need.

Intent	Service	Reference	Use for
Token balances, holders, swaps, NFTs	token-api	token-api.md	Wallet data across EVM, Solana, TON
Polymarket markets, OHLCV, P&L, positions	token-api	token-api.md	REST endpoints under `/v1/polymarket/*` — no npm install
Find a subgraph for a protocol	subgraph-registry	subgraph-registry.md	Search 15,500+ subgraphs by protocol/chain
Aave lending data	graph-aave-mcp	aave.md	40 tools — V2/V3/V4, liquidations, rates
Polymarket advanced (orderbook, disputes, trader winrate/drawdown)	graph-polymarket-mcp	polymarket.md	31 tools — live CLOB, UMA resolution, subgraph-specific P&L stats
Hyperliquid perps — trader skill, vaults, liquidations	token-api + `/hyperliquid/*`	hyperliquid.md	Raw markets/users/vaults via token-api; derived skill scores via GA's paid `/hyperliquid/*` endpoints
Cross-protocol lending	graph-lending-mcp	—	Messari standardized — 40+ protocols on 15 chains
Limitless prediction markets	graph-limitless-mcp	—	Markets on Base
Cross-venue prediction-market spread (Polymarket ↔ Limitless)	`/predmarket/spread` (paid)	—	Same-topic markets paired across venues, per-pair yes-mid spread (bps), arbitrage direction. JOIN single-venue passthroughs can't return. $0.05 USDC.
Cross-source prediction-market spread (Kalshi ↔ Polymarket)	`/kalshi-polymarket/spread` (paid)	—	Same-topic markets across Kalshi + Polymarket with mid-spread and arbitrage direction. $0.05 USDC.
Kalshi consensus trend	`/kalshi/consensus-trend` (paid)	—	Slope/acceleration/volatility band from Kalshi forecast_history. $0.05 USDC.
Kalshi sports live-edge	`/kalshi/sports-live-edge` (paid)	—	Play-by-play momentum vs market candlesticks; flags latency-arb windows. $0.05 USDC.
Predict.fun prediction markets	predictfun-mcp	—	BNB Chain prediction markets
x402 payment analytics — NL question	`/ask` (paid)	—	Natural-language Q&A over 132M settlements + daily_stats (May 2025 → Jun 2026). Sonnet + DuckDB. $0.05 USDC.
x402 address lookup — onchain receipts	`/onchain-x402/address` (paid)	—	Decentralized lookup via x402 Base subgraph: lifetime stats by role (payer/recipient), recent payments, facilitator, indexed_through_block. $0.01 USDC.
x402 payment analytics (legacy reference)	x402-analytics	x402.md	Payment volume, facilitators, daily stats on Base
Raw block data, streaming	substreams	—	Traces, logs, custom transformations
Agent discovery (ERC-8004)	8004scan	—	Find AI agents by capability
MCP server auth	mcp8004	—	ERC-8004 identity verification

Polymarket routing rule: Prefer token-api for common queries (markets, OHLCV, activity, user positions, P&L, platform stats). Only route to graph-polymarket-mcp for advanced queries: live orderbook depth, live spreads, disputed markets, UMA resolution, trader winrate/drawdown/profit factor, CTF splits/merges/redemptions.

If the request spans two services, use both and combine results.

Quick Examples

"Top 10 USDC holders on Ethereum"           → token-api
"Best subgraph for Uniswap V3 on Arbitrum?" → subgraph-registry
"Aave V3 liquidations above $50K"           → graph-aave-mcp
"Hottest Polymarket markets"                → token-api (/v1/polymarket/markets)
"Polymarket OHLCV for Bitcoin market"       → token-api (/v1/polymarket/markets/ohlc)
"Polymarket trader P&L for 0x..."           → token-api (/v1/polymarket/users/positions)
"Polymarket live orderbook depth"           → graph-polymarket-mcp (advanced)
"Polymarket trader winrate/drawdown"        → graph-polymarket-mcp (subgraph P&L stats)
"Score Hyperliquid trader 0x..."            → /hyperliquid/score (paid)
"Hyperliquid top traders for HYPE"          → /hyperliquid/screen (paid)
"Evaluate Hyperliquid vault 0x..."          → /hyperliquid/vault (paid)
"Compare Aave vs Compound TVL"              → graph-lending-mcp
"x402 payment volume on Base today"         → x402-analytics
"Top 10 x402 recipients in the last 30 days" → /ask (paid, NL→SQL)
"When did x402 volume on Base inflect?"     → /ask (paid, NL→SQL)
"Has 0x0FF5A6… ever been paid via x402?"     → /onchain-x402/address (paid, decentralized)
"Polymarket vs Limitless spread on 'trump'"  → /predmarket/spread (paid, cross-venue JOIN)
"Kalshi vs Polymarket fed-rate arbitrage"    → /kalshi-polymarket/spread (paid)
"Find agents that do trading"               → 8004scan

How It Works

Agent sends plain-English question
Graph Advocate identifies the best service
Searches the subgraph registry (15,500+ subgraphs with query hints)
Executes the query and returns live data in the response
Includes get_started link for agents to get their own free API key

Response Format

{
  "recommendation": "subgraph-registry",
  "reason": "why this service fits",
  "confidence": "high",
  "query_ready": { "tool": "...", "args": {...} },
  "execution_result": { "source": "subgraph-gateway", "data": {...} },
  "get_started": "Free API key: https://thegraph.com/studio/",
  "cache_for_seconds": 86400
}

Endpoints

Method	URL	Purpose
POST	`https://graphadvocate.com/`	A2A JSON-RPC 2.0
POST	`https://graphadvocate.com/chat`	Simple HTTP chat
GET	`https://graphadvocate.com/.well-known/agent-card.json`	Agent card
GET	`https://graphadvocate.com/agents/capabilities.json`	Machine-readable capability list
GET	`https://graphadvocate.com/mcp/catalog`	List of installable MCP servers
GET	`https://graphadvocate.com/llms.txt`	LLM-friendly discovery file
GET	`https://graphadvocate.com/quota?sender=0x...`	Free-tier quota remaining today (no charge)
GET	`https://graphadvocate.com/dashboard`	Live monitoring
POST	`https://graphadvocate.com/feedback`	Agent feedback

Default mode: no wallet, free tier

This skill is fully functional with no wallet attached. The default routing — plain-English question in, JSON recommendation + live data out — runs against the free tier and never asks for funds. Agents that don't expose an x402-enabled runtime simply never see a payment challenge.

If you're evaluating Graph Advocate for the first time, start without a wallet, use the free tier, and decide later whether the paid endpoints are worth opting into.

Optional paid mode (opt-in)

Some endpoints settle in USDC on Base via the x402 protocol. Paid mode is opt-in: it only activates when your agent runtime is configured to accept x402 payment challenges. Without that configuration, paid endpoints return 402 Payment Required and the call stops there — no funds move.

Pricing

/route — 3 free queries/sender/day, then $0.01 USDC per call (Base mainnet)
/polymarket/* — paid from call 1 ($0.01 - $0.05 per call)
/hyperliquid/* — paid from call 1 ($0.02 - $0.10 per call)
/predmarket/spread — paid from call 1 ($0.05 USDC) — Polymarket ↔ Limitless cross-venue spread on a topic. POST {topic, limit?} returns per-pair yes-mid spread (bps) and arbitrage direction. JOIN that single-venue passthroughs structurally can't return.
/kalshi-polymarket/spread — paid from call 1 ($0.05 USDC) — Kalshi ↔ Polymarket cross-source spread on a topic.
/kalshi/consensus-trend, /kalshi/sports-live-edge — paid from call 1 ($0.05 USDC each).
/ask — paid from call 1 ($0.05 USDC) — natural-language Q&A over the x402 Base settlements warehouse. 132M+ payments + pre-aggregated daily_stats (388 days). Returns {answer, sql_trace, model, upstream_ms} so callers can verify the data path.
/onchain-x402/address — paid from call 1 ($0.01 USDC) — decentralized address lookup against the x402 Base subgraph on The Graph Network. POST {address} returns lifetime stats (payer + recipient roles), recent 10 payments in each direction, facilitator metadata, and indexed_through_block for freshness.

402 challenge — preview before paying

Every paid endpoint's 402 response body includes an output_example field with a sample of the payload you'll receive after paying. Inspect this before signing — if the shape doesn't fit your use case, bail without spending.

Per-call approval (recommended)

Every paid call is preceded by an HTTP 402 challenge that names the price, the recipient address, and the settlement network:

HTTP/1.1 402 Payment Required
X-Payment: { "amount": "0.01", "currency": "USDC", "network": "base",
             "recipient": "0x0FF5A6ec…7C86", "challenge": "<nonce>" }

The 402 challenge is the per-call approval surface. Configure your runtime to surface 402 challenges to the user before any payment is signed — most x402 clients accept an interactive-approval flag (e.g. confirmBeforePay). With per-call approval enabled, you see the exact price and recipient on every paid request and decide yes/no per call. This is the recommended posture for any wallet that holds more than a trivial amount.

If you instead configure your runtime to accept 402 challenges automatically, paid calls settle without an interactive prompt. That is a runtime-level choice, not a property of this skill — and if you choose it, the spend controls below become load-bearing.

Free-quota visibility (no-charge)

Before any paid call, check today's remaining free-tier quota:

GET https://graphadvocate.com/quota?sender=0x<your-agent-address>

Returns:

{
  "sender": "0x…",
  "free_quota_daily": 3,
  "used_today": 1,
  "remaining_today": 2,
  "free_tier_exhausted": false,
  "next_call_paid": false,
  "price_usdc_per_paid_call": 0.01
}

/quota is a no-charge metadata route. Use it to:

Display "N free queries remaining today" in your UI before the agent runs.
Halt autonomous loops when remaining_today hits 0 instead of accepting the 402 challenge.
Audit per-sender spend by polling daily.

Required spend controls before autonomous use

Dedicated low-balance wallet. Fund only what you're willing to spend in a session (e.g. $5 USDC). Never connect a wallet that holds your treasury.
Spend caps in your agent runtime. Most x402 clients accept maxAmountPerCall and maxTotalSpend parameters. If yours does not, wrap calls to this skill in a counter that breaks after N invocations.
Stop conditions. Add at least one of:
- Hard cap on call count per task (e.g. max_calls_per_run = 5)
- Time bound on the task (e.g. abort after 5 minutes)
- Cost ceiling check before each call (read wallet USDC balance; halt if below threshold)
First-run probe mode. Treat the first execution as a probe — log every call, inspect spend, then enable autonomous mode only after confirming the per-task cost matches expectations.

Receipts and no-charge surface

Every paid call returns an x-payment-response header with the on-chain settlement reference. Log it. If a call doesn't return that header but charged your wallet, file an issue — the contract is "no settlement, no charge."
No-charge endpoints never trigger payment: /.well-known/agent-card.json, /agents/capabilities.json, /mcp/catalog, /llms.txt, /dashboard, /chat, /quota, GET /.

Payments are received by Ampersend smart account 0x0FF5A6ecef783BBA35463ec2F8403B9B5e9e7C86.

External Endpoints

Endpoint	Data sent	Purpose
`graphadvocate.com`	Your plain-English query	Routes to the right Graph service
`gateway.thegraph.com/api/`	GraphQL queries	Executes subgraph queries for live data
`token-api.thegraph.com/`	REST requests	Fetches token/NFT/swap data
`api.studio.thegraph.com`	GraphQL queries	x402 payment analytics

Security & Privacy

Instruction-only skill — no code is downloaded or executed on your machine
No credentials required — Graph Advocate does not need API keys from you
No local file access — reads nothing from your filesystem
Stateless — no session data persists between requests

Identity

ERC-8004: Agent #734 (Arbitrum), #41,034 (Base)
ENS: graphadvocate.eth
Ampersend: app.ampersend.ai/discover/agent/8453:41034

Trust Statement

By using this skill, your plain-English data queries are sent to graphadvocate.com (hosted on Railway, operated by @paulieb14). The service returns structured JSON with live data. Queries may include wallet addresses and protocol/trading intent — do not send sensitive private context (private keys, seed phrases, internal strategy details) and only install if you trust this endpoint operator.

Paid mode is opt-in. This skill never requests credentials from you. Paid endpoints only settle when your agent runtime is configured to accept x402 payment challenges. Configure interactive approval if you want a per-call y/N prompt, and always use a low-balance wallet — see the "Optional paid mode" section above for the recommended posture and spend controls.

Graph Advocate

Install

Graph Advocate

Routing

Quick Examples

How It Works

Response Format

Endpoints

Default mode: no wallet, free tier

Optional paid mode (opt-in)

Pricing

402 challenge — preview before paying

Per-call approval (recommended)

Free-quota visibility (no-charge)

Required spend controls before autonomous use

Receipts and no-charge surface

External Endpoints

Security & Privacy

Identity

Trust Statement

Links

Related skills