RIA is an autonomous multi-agent DeFi intelligence system — free live data from The Graph, LangGraph reasoning, and a commercial x402-gated MCP server on Hedera that any AI agent can pay to use — all made visible in real time.
15,000+
Subgraphs in scope
6
Autonomous agents
5 priced tools
x402 MCP server on Hedera
Composed on
“RIA is not a dashboard. It is an agent that acts — and a commercial primitive that proves how the AI agent economy should handle payments.”
RIA's intelligence layer is a LangGraph StateGraph of six specialized agents with conditional routing edges. Each agent has a defined role; outputs route to the next agent based on confidence scores and action thresholds.
Pipeline flow
RISK routes high-confidence signals to EXEC and low-confidence signals to a human alert queue in the dashboard. ORACLE is the only agent with payment authority — it holds the HBAR wallet and is the sole caller of the x402-gated MCP server. AUDIT writes a structured, block-timestamped payload to HCS after every EXEC cycle.
Data ingestion & normalization
Opportunity detection & ranking
Risk scoring & position sizing
External signal enrichment
Execution gating & action dispatch
Post-execution logging
RIA hosts an x402-gated MCP server on Hedera. Every tool call is metered and paid in HBAR — no API key, no subscription, no human in the loop. ORACLE is the first consumer; the server itself is the product.
get_gas_price()
Live gas + EIP-1559 base fee via Etherscan
0.0005 HBAR
get_sentiment()
Protocol sentiment score via LLM synthesis
0.001 HBAR
get_risk_score()
Risk-adjusted confidence delta — the main SKU
0.002 HBAR
get_price_feed()
Spot price + 24h change via CoinGecko
0.0005 HBAR
stream_alerts()
Filtered liquidation-proximity alerts
0.001 HBAR / alert
The killer moment
During the demo, a second AI agent — not RIA — connects to the MCP server cold: a plain curl call gets a 402, pays HBAR, and gets data back in about 20 seconds. It proves the server is a generalized commercial primitive any MCP-compatible agent can use, not a RIA-only trick.
Agent Trace — live preview
SCOUT flagged a yield spread between Aave v3 and Compound v3 USDC markets. RISK scored it 0.71 — above the 0.65 execution threshold. Routing to ORACLE for enrichment.
Payment Monitor
Toolget_risk_score()
Amount0.002 HBAR
FacilitatorBlocky402
Every claim RIA makes during the demo resolves to a public, on-chain record — judges don't have to take anything on faith.
The Graph data
Live Subgraph Studio API key — every query hits real mainnet subgraphs, nothing mocked.
MCP payment
Every x402 tool call resolves to a real HBAR transfer, visible on HashScan the moment it confirms.
External agent proof
A second AI agent — not RIA — pays the same MCP server live during the demo.
HCS audit trail
Hedera mirror node link shows timestamped, immutable action-log entries.
ENS identity
ENS app on Sepolia resolves oracle.agentria.eth with live ENSIP-26 text records.
RIA is engineered so security and provenance aren’t optional features — they are the core every other capability relies on, from the first Subgraph query to the last HCS log entry.
No — RIA is an agent that acts, and a commercial primitive that proves how the AI agent economy should handle payments. The pipeline runs independently in Python; the Next.js dashboard is a read-only observer that streams every reasoning step and payment over WebSocket so nothing happens off-screen.
The Graph. RECON queries Subgraph Studio and Substreams directly in real time, composing Messari Standardized Subgraphs so one schema spans Uniswap, Aave, Compound, Curve, and any ERC-4626 vault across 50+ networks. This layer is free and never routed through a payment gate.
ORACLE calls a tool on RIA's x402-gated MCP server — say get_risk_score(). It gets an HTTP 402 with payment instructions, signs and submits an HBAR transfer, Blocky402 confirms it in under 3 seconds, and ORACLE retries with its access token to receive the enriched data. Fully autonomous, no stored key.
Yes — that's the point. The MCP server isn't RIA-specific infrastructure. Any MCP-compatible agent (Claude, GPT, Gemini, a LangGraph or CrewAI agent) can connect, pay per tool call in HBAR, and get data back. RIA's ORACLE is simply the first consumer.
Yes. Every claim resolves on-chain: HashScan for the HBAR payment, the HCS mirror node for the audit log entry, and the ENS app on Sepolia for live agent identity — judges don't have to take anything on faith.
Build updates land on GitHub as each checklist milestone ships — follow along or open the live dashboard.