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depin_create_listing

List physical infrastructure capacity (storage TB, compute cores, GPU VRAM, bandwidth Mbps, sensor sample rate, etc.). 22 metadata fields supported. Match fee 0.15%.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
kindNoListing kind (default: depin_provider)
regionNoGeographic region
vram_gbNoVRAM for GPU providers (GB)
agent_idYesOperator agent ID
gpu_modelNoGPU model for GPU providers
unit_labelYesPricing unit, e.g. 'per TB-month', 'per GPU-hour'
capacity_gbNoCapacity for storage providers (GB)
operator_didYesOperator DID for trust scoring
payout_addressYesSettlement address
unit_rate_usdcYesPrice per unit in USDC
throughput_mbpsNoThroughput for bandwidth providers (Mbps)
provider_categoryYesstorage | compute | gpu | bandwidth | energy | sensor | wireless

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.6/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are present, so the description carries the full burden. It discloses the match fee (0.15%) and supports 22 metadata fields, which is useful context, but it does not disclose that this is a write operation (despite the name), what side effects occur, whether it requires specific authorization, or what the response looks like. The behavior is under-specified for a creation tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two short sentences with no fluff. It front-loads the main purpose and adds fee/count details efficiently. The only structural issue is the ambiguous 'List' verb, which slightly reduces clarity, but the description is still concise and well-organized.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 12 parameters, 6 required, and no output schema or annotations, the description is insufficiently complete. It does not state what 'create listing' means operationally, does not mention whether the listing is immediately active or pending approval, does not describe the return value, and does not reference the required fields. The fee and field count are nice, but the high complexity demands more context than provided.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3. The description adds some semantic value by listing example capacity types (storage TB, compute cores, GPU VRAM, bandwidth Mbps) that map to schema fields like capacity_gb, vram_gb, and throughput_mbps. However, it does not explain parameters like unit_label, payout_address, or operator_did beyond the schema. Overall, it adds marginal value but not enough to exceed the baseline.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states the tool lists physical infrastructure capacity, which is a specific verb+resource, but the verb 'list' is ambiguous—it could mean 'create a listing' or 'display listings.' Given the tool name includes 'create' and siblings include 'depin_list_providers,' the description does not clearly distinguish this as a creation tool. The mention of metadata fields and match fee hints at creation but doesn't explicitly say so.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus the siblings (depin_get_match_fee, depin_list_providers). The description does not mention alternatives, exclusions, or prerequisites. Without explicit when-to-use guidance, the agent must infer the purpose from the name alone.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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