the next moat in physical ai might not be who owns the biggest dataset. it might be who makes reality easiest for agents to call. @vangrid_io is quietly moving in that direction with its mcp layer. an agent inside claude or cursor can now verify whether a capture was anchored, query coverage for a location, buy an existing observation, or commission a completely new real-world capture. no separate account. no api key. payments settle in usdc on base or arc through x402. that changes the abstraction. before, an ai system needed a custom integration to access physical-world data. now the workflow starts looking more like another tool in the agent stack. need to know what exists at a location? query it. data missing? post a bounty. human captures reality. agent gets the result. this is the part of vangrid i think people are underestimating. the endgame is not simply a giant spatial dataset. it is making the physical world programmable enough that an agent can request new ground truth almost as naturally as it calls an api