AI-native Agentic AI platform for customs & HTS classification, tariff analysis, trade compliance and multi-tier supply chain risk intelligence.
In the AI payments ecosystem
supplygraph-ai is an early-stage project in the AI payments / x402 ecosystem, focused on a2a, agent-to-agent, agentic-ai, ai-agent. It currently has 7 GitHub stars and 2 forks, and sits alongside related tools like supply-chain-intelligence-platform, agentanycast, summoner-agents.
SupplyGraph AI
AI-Native Supply Graph Intelligence Platform
📢 Launch, Roadmap & Live Agent Demos
SupplyGraph AI is an agentic supply-chain intelligence platform. It exposes autonomous agents for HTS/HS classification, U.S. tariff calculation, trade compliance, due diligence, and multi-tier supply chain risk analysis — via standard A2A, MCP, and a traditional Agent API. Outputs are explainable and auditable; no customer supplier lists or proprietary uploads are required.
Organization hub: SupplyGraphAI/SupplyGraphAI · Product & use cases: supplygraph.ai
At a Glance
| Resource | URL |
|---|---|
| A2A service | https://agent.supplygraph.ai/a2a |
| A2A agent base | https://agent.supplygraph.ai/a2a/agents/{agent_id} |
| MCP server | https://mcp.supplygraph.ai/mcp |
| Agent API | https://agent.supplygraph.ai/api/v1/agents/{agent_id}/run |
| API keys & Console | supplygraph.ai/zk_chat_os/dashboard/dashboard.html |
| ARD catalog (machine discovery) | https://supplygraph.ai/.well-known/ai-catalog.json |
| Live docs (GitHub Pages) | supplygraphai.github.io/supplygraph-ai/ |
Authentication for all surfaces: Authorization: Bearer {api_key}.
Agent Catalog
Each agent uses the same agent_id for A2A and MCP tool invocation. Per-agent inputs, demos, and behavior → docs/agents/.
| Agent | agent_id |
Capability |
|---|---|---|
| Customs Classification | tariff_classification |
Map product descriptions to HS / HTS codes |
| U.S. Tariff Calculation | tariff_calc |
Calculate U.S. duties, Chapter 99, and trade measures |
| Due Diligence | due_diligence_report |
Structured company intelligence reports |
| Corporate Exception Report | corporate_exception_report |
Continuous corporate anomaly monitoring |
| Supply Chain Risk Prediction | supply_chain_risk_prediction |
Multi-tier event impact and risk propagation |
| Enterprise Supply Graph | sg_visualization |
Multi-tier company-centric supply graph |
| Geographic Concentration | sg_chokepoint |
Country / regional over-concentration risk |
| Procurement Risk (Supplier) | supply_chain_risk_prediction_cross_company |
Key supplier dependency monitoring |
| Procurement Risk (Component) | supply_chain_risk_prediction_cross_product |
Key component dependency monitoring |
Documentation Map
| Topic | Link |
|---|---|
| Getting Started — account, API keys, Sandbox | docs/getting-started.md |
| Integration Guide — A2A vs MCP vs Agent API | docs/a2a_mcp/integration.md |
| A2A Protocol | docs/a2a_mcp/a2a.md |
| MCP Protocol | docs/a2a_mcp/mcp.md |
| Agent API (traditional REST) | docs/agent-api/agent-api.md |
| Quick Examples | A2A / MCP · Agent API |
| Agent Library & live demos | docs/agents/index.md |
| Client SDKs | a2a-sdk · mcp · supplygraphai_a2a_sdk (Agent API, optional) |
Integration & Developer Experience
| Integration | Endpoint | Docs | Quick Example |
|---|---|---|---|
| A2A (recommended) | https://agent.supplygraph.ai/a2a |
a2a.md |
quick_example.md |
| MCP (recommended) | https://mcp.supplygraph.ai/mcp |
mcp.md |
quick_example.md |
| Agent API | .../api/v1/agents/{agent_id}/run |
agent-api.md |
quick_example.md |
New integrations: docs/getting-started.md → docs/a2a_mcp/integration.md → run a quick example.
Developer FAQ
What is SupplyGraph AI?
An AI-native supply graph platform that connects companies, products, and geographies for trade compliance and multi-tier risk intelligence — exposed as discoverable agents, not static REST endpoints only.
How do I integrate?
Choose A2A (agent orchestrators), MCP (Cursor, Claude Desktop, MCP-native IDEs), or Agent API (traditional run / status / results). All three use the same API key from the Console.
Which SDK should I use?
a2a-sdk for A2A · mcp for MCP · supplygraphai_a2a_sdk only if you want the Agent API REST wrapper.
How do AI systems discover your agents?
Publish ARD at https://supplygraph.ai/.well-known/ai-catalog.json — lists agents, MCP server, docs, and A2A registry URLs. See A2A § ARD.
Do I need to upload supplier lists?
No. Agents operate on SupplyGraph's continuously updated global supply graph. Sandbox keys return mock or sample data for integration testing — see Getting Started § Sandbox.
Security & Privacy
No customer data is required or stored. All output is backed by a verifiable evidence chain.
Contact
[email protected] · https://www.supplygraph.ai
© 2025–2026 SupplyGraph AI, Inc. All rights reserved.
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