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SameDayDesk Agent Surface Budget Audit
x402
SameDayDesk Agent Surface Budget Audit is a paid API for AI agents from agents.samedaydesk.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-09-15).
Audits an MCP server and/or OpenAPI surface to determine if its full schema fits within token/byte budgets an agent can afford to ingest per turn, and recommends optimization actions.
Price / call$0.01
Success—
StatusUnknown
How this service works
Deterministic agent APIs for web and company intelligence, repository security, agent-work economics, machine-service discoverability, payment preflight and settlement proof, wallet context, and Morpho decision evidence. Pay per call through Base x402 or native MPP, with a Circle Gateway Nanopayments path for gasless batched USDC.
Output
Returns a JSON object with byte sizes, token estimates, tool/operation counts, budget compliance flags, heaviest tools/operations, missing schema counts (titles, descriptions, input/output schemas), a 'decision' field (e.g. 'optimize'), and a list of actionable recommendations for improving the agent surface. Covers both MCP and OpenAPI surfaces independently with per-surface budget analysis.
Example use cases
MCP server token budget check
“My MCP server at /mcp has about 20 tools — can you check if the full catalog fits within the 65KB byte budget an agent can ingest per turn, and flag which tools are the heaviest?”
OpenAPI spec size validation
“I have an OpenAPI spec at /openapi.json with around 25 operations — can you tell me if it's within the 512KB budget limit and how many tokens it would cost an agent to load?”
Agent surface optimization advisory
“My agent service seems slow and expensive for clients to use — can you audit both my MCP and OpenAPI surfaces and give me concrete actions to make them more efficient for agents?”
Technical details
Endpoint
GEThttps://agents.samedaydesk.com/distribution/agent-surface-budget-auditWhen to prefer
Use this endpoint when you need to programmatically assess whether an MCP server or OpenAPI surface is efficient enough for agents to consume without exceeding per-turn context budgets. It is specifically designed for agent infrastructure owners who want deterministic byte/token measurements and actionable optimization advice, rather than generic API linting tools.
Side effects
- MCP or OpenAPI path not reachable — returns available: false for that surface
- Target surface exceeds budget — withinBudget: false with optimization actions returned
- Invalid or missing path parameters — returns error response
- Service temporarily unavailable — HTTP 5xx response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"ok": true,
"mcp": {
"bytes": 90000,
"server": {
"name": "example",
"version": "1.0.0"
},
"available": true,
"pageCount": 1,
"requested": true,
"toolCount": 20,
"budgetBytes": 65536,
"withinBudget": false,
"heaviestTools": [],
"selectionBytes": 87000,
"protocolVersion": "2025-11-25",
"missingTitleCount": 0,
"missingDescriptionCount": 0,
"missingInputSchemaCount": 0,
"byteDerivedTokenEstimate": 22500,
"missingOutputSchemaCount": 20
},
"actions": [
"Add progressive MCP tool discovery or split the server into task-focused tool sets so clients do not ingest the full catalog every turn."
],
"openapi": {
"bytes": 300000,
"available": true,
"requested": true,
"budgetBytes": 524288,
"withinBudget": true,
"operationCount": 25,
"heaviestOperations": [],
"missingOperationIdCount": 0,
"byteDerivedTokenEstimate": 75000
},
"product": "samedaydesk-agent-surface-budget-audit",
"request": {
"origin": "https://agents.samedaydesk.com",
"mcpPath": "/mcp",
"openApiPath": "/openapi.json",
"surfaceMode": "both",
"mcpBudgetBytes": 65536,
"openApiBudgetBytes": 524288
},
"version": "1.2.0",
"boundary": {
"toolsCalled": false,
"credentialsUsed": false,
"schemasRetained": false,
"redirectsFollowed": false,
"targetPaymentSent": false,
"targetPaymentSigned": false,
"tokenEstimateMethod": "ceil(UTF-8 bytes / 4); comparative estimate, not tokenizer billing",
"responseBodiesReturned": false,
"sessionIdentifiersReturned": false
},
"decision": "optimize",
"checkedAt": "2026-08-12T15:00:00.000Z"
}
}Tags
x402
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