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Products / MCP, Agents & AI

Live onchain data for AI agents

MCP-native access to the same indexed data your apps read — per-agent keys, metered usage, LLM-ready responses.

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01MCP-nativeClaude and other LLM clients connect to Hgraph as a first-class tool.
02Per-agent keysEvery request attributable to the agent that made it, across all five interfaces.
03Quotas & metered billingVolume and rate bounded by plan — consumption maps to predictable cost.
04Policy guardrailsAccess stays inside the boundaries you set, whatever the agent does.
05Full audit trailEvery request recorded — what each agent queried, when, under which key.
One query, one key

What an agent sees

The same schema as your apps, with LLM-ready values that drop straight into a model's context.

# Agent reads an account balance over MCP / GraphQL
query {
  entity(where: { num: { _eq: 100 }, type: { _eq: "ACCOUNT" } }, limit: 1) {
    num
    balance_llm
  }
}


# -> { "num": 100, "balance_llm": "701.8510079" }

Put your agents on governed data

Metered, policy-controlled access to live onchain markets for every agent you run.

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