Agent Revenue Network
Paid deterministic data-quality and execution-verification tools for AI agents.
我該用這個嗎
品質與安全性
A
根據工具定義與協定合規性的自動化分析。
上下文成本
~3,760Token（工具定義）
~5.3 KB典型回應大小
顯著的注意力影響（128k 上下文的 2.94%）
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"agent-revenue-network": {
"url": "https://agent-revenue-network.nadirventurelabs.workers.dev/mcp"
}
}
}遠端端點
https://agent-revenue-network.nadirventurelabs.workers.dev/mcpstreamable-http它能做什麼
工具清單
工具（8）
🟢 唯讀🟡 寫入🔴 刪除⚪ 未知
🟢score_opportunity(revenue, executionCost, toolCost, fees, failureProbability, ...)
Estimate risk-adjusted expected profit and margin for one opportunity before execution. Use it as an economics screen, not as proof that funding, escrow, requirements, or buyer legitimacy are valid. It is read-only and returns expectedProfit, margin, and eligibility using ARN's current minimums.
輸入結構描述
{
"type": "object",
"properties": {
"revenue": {
"type": "number",
"minimum": 0,
"description": "Gross payment expected if the task succeeds."
},
"executionCost": {
"type": "number",
"minimum": 0,
"description": "Direct execution cost excluding tools and fees."
},
"toolCost": {
"type": "number",
"minimum": 0,
"default": 0,
"description": "Optional third-party/tool cost."
},
"fees": {
"type": "number",
"minimum": 0,
"default": 0,
"description": "Optional platform/payment fees."
},
"failureProbability": {
"type": "number",
"minimum": 0,
"maximum": 1,
"default": 0,
"description": "Estimated probability of failure, from 0 to 1."
},
"failureLoss": {
"type": "number",
"minimum": 0,
"description": "Loss incurred on failure. Defaults internally to total execution/tool/fee cost."
}
},
"required": [
"revenue",
"executionCost"
],
"description": "Risk-adjusted economics for one opportunity. All monetary values must use the same unit.",
"additionalProperties": false
}輸出結構描述
{
"type": "object",
"properties": {
"expectedProfit": {
"type": "number",
"description": "Risk-adjusted expected profit in the same monetary unit as the inputs."
},
"margin": {
"type": "number",
"description": "Expected profit divided by revenue; 0 when revenue is 0."
},
"eligible": {
"type": "boolean",
"description": "True when expected profit is at least 0.05 and margin is at least 0.20."
}
},
"required": [
"expectedProfit",
"margin",
"eligible"
],
"additionalProperties": false
}🟢route_provider(requirements, providers)
Rank the provider candidates supplied in this call using quality, reliability, price, and latency, while excluding unhealthy or over-budget entries. Use only when you already have comparable provider metrics; this tool does not discover providers or verify the supplied measurements. It is read-only.
輸入結構描述
{
"type": "object",
"properties": {
"requirements": {
"type": "object",
"properties": {
"maxPrice": {
"type": "number",
"minimum": 0,
"description": "Optional maximum provider price. Providers above it are excluded."
}
},
"additionalProperties": true,
"description": "Routing constraints. maxPrice is the currently enforced constraint."
},
"providers": {
"type": "array",
"items": {
"type": "object",
"description": "Caller-supplied provider candidate and measured/estimated routing attributes.",
"properties": {
"id": {
"type": "string",
"description": "Optional stable provider identifier."
},
"name": {
"type": "string",
"description": "Optional provider display name."
},
"healthy": {
"type": "boolean",
"default": true,
"description": "Set false to exclude this provider from routing."
},
"successRate": {
"type": "number",
"minimum": 0,
"maximum": 1,
"default": 0.5,
"description": "Observed or estimated success rate."
},
"quality": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Observed or estimated quality score. Defaults to successRate."
},
"price": {
"type": "number",
"minimum": 0,
"default": 0,
"description": "Comparable per-execution price used by the ranking formula."
},
"latencyMs": {
"type": "number",
"minimum": 0,
"default": 1000,
"description": "Comparable latency in milliseconds."
}
},
"additionalProperties": true
},
"description": "Provider candidates to rank. Unhealthy candidates are excluded."
}
},
"required": [
"providers"
],
"description": "Rank a caller-supplied provider set. ARN does not discover providers or independently verify these metrics in this free call.",
"additionalProperties": false
}輸出結構描述
{
"type": "object",
"properties": {
"selected": {
"type": [
"object",
"null"
],
"description": "Highest-ranked eligible provider, including its computed score, or null."
},
"alternates": {
"type": "array",
"maxItems": 3,
"items": {
"type": "object"
},
"description": "Up to three next-ranked eligible providers."
},
"reason": {
"type": "string",
"description": "Human-readable explanation of the routing result."
}
},
"required": [
"selected",
"alternates",
"reason"
],
"additionalProperties": false
}🟢json_normalize(value)
Recursively sort JSON object keys to produce stable structure and a deterministic JSON string. Use for comparisons, cache keys, repeatable payloads, or pre-signing preparation; do not use as RFC 8785/JCS canonicalization. This MCP call is read-only and does not charge: it returns the x402 endpoint and current price for execution.
輸入結構描述
{
"type": "object",
"properties": {
"value": {
"description": "Any JSON value to normalize. Object keys are recursively sorted; array order and scalar values are preserved."
}
},
"required": [
"value"
],
"description": "Input for deterministic JSON key-order normalization.",
"additionalProperties": false
}輸出結構描述
{
"type": "object",
"properties": {
"paymentRequired": {
"type": "boolean",
"const": true,
"description": "Always true for paid ARN capabilities exposed over MCP."
},
"protocol": {
"type": "string",
"const": "x402",
"description": "Payment protocol required by the HTTP execution endpoint."
},
"endpoint": {
"type": "string",
"description": "ARN HTTP path to POST the same tool arguments to for paid execution."
},
"price": {
"type": "object",
"required": [
"amount",
"asset",
"network",
"display"
],
"properties": {
"amount": {
"type": "string",
"description": "Atomic asset amount."
},
"asset": {
"type": "string",
"description": "Settlement asset."
},
"network": {
"type": "string",
"description": "CAIP-2 settlement network identifier."
},
"display": {
"type": "string",
"description": "Human-readable current price."
}
},
"additionalProperties": false
},
"instruction": {
"type": "string",
"description": "How to execute the capability after receiving the payment requirement."
}
},
"required": [
"paymentRequired",
"protocol",
"endpoint",
"price",
"instruction"
],
"description": "MCP payment instruction. Calling the MCP tool itself does not charge or execute the paid operation.",
"additionalProperties": false
}🟢object_contract_check(value, schema)
Check one JSON object's top-level required fields, allowed fields, and declared field types. Prefer this for new API/pipeline shape contracts; it is intentionally smaller and easier to reason about than full JSON Schema. This MCP call is read-only and returns x402 execution instructions without charging.
輸入結構描述
{
"type": "object",
"properties": {
"value": {
"type": "object",
"description": "JSON object to check."
},
"schema": {
"type": "object",
"description": "Top-level contract definition. Only required, properties.<field>.type, and additionalProperties=false are evaluated.",
"properties": {
"required": {
"type": "array",
"uniqueItems": true,
"items": {
"type": "string"
},
"description": "Top-level field names that must be present in value."
},
"properties": {
"type": "object",
"description": "Top-level field definitions. Each field may declare a JSON type; other JSON Schema keywords are ignored.",
"additionalProperties": {
"type": "object",
"properties": {
"type": {
"type": "string",
"enum": [
"null",
"array",
"object",
"string",
"number",
"boolean"
],
"description": "Expected JSON type for this top-level field."
}
},
"additionalProperties": true
}
},
"additionalProperties": {
"type": "boolean",
"description": "Set false to report top-level fields not declared in properties. Omitted or true allows them."
}
},
"additionalProperties": true
}
},
"required": [
"value",
"schema"
],
"description": "Input for a fast top-level object-shape contract check.",
"additionalProperties": false
}輸出結構描述
{
"type": "object",
"properties": {
"paymentRequired": {
"type": "boolean",
"const": true,
"description": "Always true for paid ARN capabilities exposed over MCP."
},
"protocol": {
"type": "string",
"const": "x402",
"description": "Payment protocol required by the HTTP execution endpoint."
},
"endpoint": {
"type": "string",
"description": "ARN HTTP path to POST the same tool arguments to for paid execution."
},
"price": {
"type": "object",
"required": [
"amount",
"asset",
"network",
"display"
],
"properties": {
"amount": {
"type": "string",
"description": "Atomic asset amount."
},
"asset": {
"type": "string",
"description": "Settlement asset."
},
"network": {
"type": "string",
"description": "CAIP-2 settlement network identifier."
},
"display": {
"type": "string",
"description": "Human-readable current price."
}
},
"additionalProperties": false
},
"instruction": {
"type": "string",
"description": "How to execute the capability after receiving the payment requirement."
}
},
"required": [
"paymentRequired",
"protocol",
"endpoint",
"price",
"instruction"
],
"description": "MCP payment instruction. Calling the MCP tool itself does not charge or execute the paid operation.",
"additionalProperties": false
}🟢json_schema_check(value, schema)
Validate one JSON object when the caller already has a JSON-Schema-shaped contract. Only top-level required, properties.<field>.type, and additionalProperties=false are evaluated; for new simple contracts prefer object_contract_check. This MCP call is read-only and returns x402 execution instructions without charging.
輸入結構描述
{
"type": "object",
"properties": {
"value": {
"type": "object",
"description": "JSON object to validate against the supported schema subset."
},
"schema": {
"type": "object",
"description": "Top-level contract definition. Only required, properties.<field>.type, and additionalProperties=false are evaluated.",
"properties": {
"required": {
"type": "array",
"uniqueItems": true,
"items": {
"type": "string"
},
"description": "Top-level field names that must be present in value."
},
"properties": {
"type": "object",
"description": "Top-level field definitions. Each field may declare a JSON type; other JSON Schema keywords are ignored.",
"additionalProperties": {
"type": "object",
"properties": {
"type": {
"type": "string",
"enum": [
"null",
"array",
"object",
"string",
"number",
"boolean"
],
"description": "Expected JSON type for this top-level field."
}
},
"additionalProperties": true
}
},
"additionalProperties": {
"type": "boolean",
"description": "Set false to report top-level fields not declared in properties. Omitted or true allows them."
}
},
"additionalProperties": true
}
},
"required": [
"value",
"schema"
],
"description": "Input for the bounded JSON-Schema-shaped compatibility checker.",
"additionalProperties": false
}輸出結構描述
{
"type": "object",
"properties": {
"paymentRequired": {
"type": "boolean",
"const": true,
"description": "Always true for paid ARN capabilities exposed over MCP."
},
"protocol": {
"type": "string",
"const": "x402",
"description": "Payment protocol required by the HTTP execution endpoint."
},
"endpoint": {
"type": "string",
"description": "ARN HTTP path to POST the same tool arguments to for paid execution."
},
"price": {
"type": "object",
"required": [
"amount",
"asset",
"network",
"display"
],
"properties": {
"amount": {
"type": "string",
"description": "Atomic asset amount."
},
"asset": {
"type": "string",
"description": "Settlement asset."
},
"network": {
"type": "string",
"description": "CAIP-2 settlement network identifier."
},
"display": {
"type": "string",
"description": "Human-readable current price."
}
},
"additionalProperties": false
},
"instruction": {
"type": "string",
"description": "How to execute the capability after receiving the payment requirement."
}
},
"required": [
"paymentRequired",
"protocol",
"endpoint",
"price",
"instruction"
],
"description": "MCP payment instruction. Calling the MCP tool itself does not charge or execute the paid operation.",
"additionalProperties": false
}🟢json_diff(before, after)
Produce a deterministic structural change list between two JSON values. Use for machine-readable change detection; arrays are compared by index and the result is capped at 1,000 changes, so this is not a JSON Patch generator. This MCP call is read-only and returns x402 execution instructions without charging.
輸入結構描述
{
"type": "object",
"properties": {
"before": {
"description": "Original JSON value."
},
"after": {
"description": "New JSON value to compare with before."
}
},
"required": [
"before",
"after"
],
"description": "Input for a deterministic structural comparison of two JSON values.",
"additionalProperties": false
}輸出結構描述
{
"type": "object",
"properties": {
"paymentRequired": {
"type": "boolean",
"const": true,
"description": "Always true for paid ARN capabilities exposed over MCP."
},
"protocol": {
"type": "string",
"const": "x402",
"description": "Payment protocol required by the HTTP execution endpoint."
},
"endpoint": {
"type": "string",
"description": "ARN HTTP path to POST the same tool arguments to for paid execution."
},
"price": {
"type": "object",
"required": [
"amount",
"asset",
"network",
"display"
],
"properties": {
"amount": {
"type": "string",
"description": "Atomic asset amount."
},
"asset": {
"type": "string",
"description": "Settlement asset."
},
"network": {
"type": "string",
"description": "CAIP-2 settlement network identifier."
},
"display": {
"type": "string",
"description": "Human-readable current price."
}
},
"additionalProperties": false
},
"instruction": {
"type": "string",
"description": "How to execute the capability after receiving the payment requirement."
}
},
"required": [
"paymentRequired",
"protocol",
"endpoint",
"price",
"instruction"
],
"description": "MCP payment instruction. Calling the MCP tool itself does not charge or execute the paid operation.",
"additionalProperties": false
}🟢dataset_profile(rows)
Profile 1-5,000 JSON-object rows for presence, missing/null counts, observed primitive types, primitive cardinality, and exact duplicate rows. Use for quick deterministic data-quality inspection, not statistical inference or schema validation. This MCP call is read-only and returns x402 execution instructions without charging.
輸入結構描述
{
"type": "object",
"properties": {
"rows": {
"type": "array",
"minItems": 1,
"maxItems": 5000,
"items": {
"type": "object"
},
"description": "1-5,000 JSON objects. Rows are analyzed in memory and are not modified."
}
},
"required": [
"rows"
],
"description": "Input for bounded profiling of a JSON-record dataset.",
"additionalProperties": false
}輸出結構描述
{
"type": "object",
"properties": {
"paymentRequired": {
"type": "boolean",
"const": true,
"description": "Always true for paid ARN capabilities exposed over MCP."
},
"protocol": {
"type": "string",
"const": "x402",
"description": "Payment protocol required by the HTTP execution endpoint."
},
"endpoint": {
"type": "string",
"description": "ARN HTTP path to POST the same tool arguments to for paid execution."
},
"price": {
"type": "object",
"required": [
"amount",
"asset",
"network",
"display"
],
"properties": {
"amount": {
"type": "string",
"description": "Atomic asset amount."
},
"asset": {
"type": "string",
"description": "Settlement asset."
},
"network": {
"type": "string",
"description": "CAIP-2 settlement network identifier."
},
"display": {
"type": "string",
"description": "Human-readable current price."
}
},
"additionalProperties": false
},
"instruction": {
"type": "string",
"description": "How to execute the capability after receiving the payment requirement."
}
},
"required": [
"paymentRequired",
"protocol",
"endpoint",
"price",
"instruction"
],
"description": "MCP payment instruction. Calling the MCP tool itself does not charge or execute the paid operation.",
"additionalProperties": false
}🟢verify_execution(candidate, checks)
Evaluate explicit boolean evidence across functional, security, privacy, copyright, regulatory, transaction-integrity, abuse, regression, and economics gates. Use after trusted verifiers have produced those booleans; this tool does not independently inspect code, systems, or legal compliance. This MCP call is read-only and returns x402 execution instructions without charging.
輸入結構描述
{
"type": "object",
"properties": {
"candidate": {
"type": "object",
"description": "Candidate metadata. candidate.id is returned when present; candidate contents are not independently inspected."
},
"checks": {
"type": "object",
"description": "Explicit boolean outcomes from trusted upstream verifiers. Every gate must be true to approve.",
"required": [
"functional",
"security",
"privacy",
"copyright",
"regulatory",
"transactionIntegrity",
"abuse",
"regression",
"economics"
],
"properties": {
"functional": {
"type": "boolean",
"description": "Functional acceptance checks passed."
},
"security": {
"type": "boolean",
"description": "Security checks passed."
},
"privacy": {
"type": "boolean",
"description": "Privacy checks passed."
},
"copyright": {
"type": "boolean",
"description": "Copyright/licensing checks passed."
},
"regulatory": {
"type": "boolean",
"description": "Applicable regulatory checks passed."
},
"transactionIntegrity": {
"type": "boolean",
"description": "Payment/transaction integrity checks passed."
},
"abuse": {
"type": "boolean",
"description": "Abuse and misuse checks passed."
},
"regression": {
"type": "boolean",
"description": "Regression checks passed."
},
"economics": {
"type": "boolean",
"description": "Economics gate passed."
}
},
"additionalProperties": false
}
},
"required": [
"candidate",
"checks"
],
"description": "Input for evaluating previously computed execution-gate evidence.",
"additionalProperties": false
}輸出結構描述
{
"type": "object",
"properties": {
"paymentRequired": {
"type": "boolean",
"const": true,
"description": "Always true for paid ARN capabilities exposed over MCP."
},
"protocol": {
"type": "string",
"const": "x402",
"description": "Payment protocol required by the HTTP execution endpoint."
},
"endpoint": {
"type": "string",
"description": "ARN HTTP path to POST the same tool arguments to for paid execution."
},
"price": {
"type": "object",
"required": [
"amount",
"asset",
"network",
"display"
],
"properties": {
"amount": {
"type": "string",
"description": "Atomic asset amount."
},
"asset": {
"type": "string",
"description": "Settlement asset."
},
"network": {
"type": "string",
"description": "CAIP-2 settlement network identifier."
},
"display": {
"type": "string",
"description": "Human-readable current price."
}
},
"additionalProperties": false
},
"instruction": {
"type": "string",
"description": "How to execute the capability after receiving the payment requirement."
}
},
"required": [
"paymentRequired",
"protocol",
"endpoint",
"price",
"instruction"
],
"description": "MCP payment instruction. Calling the MCP tool itself does not charge or execute the paid operation.",
"additionalProperties": false
}社群
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