Mesh API Pi API Evaluation

Mesh API

meshapi.aiInference

86/ 100

Score Breakdown86%

Lost points on 3 checks

time9/15
efficiency2/10
Context70/14

Eval Score (70% weight)86%

cost$0.00 (<$0.05, excellent)+10

time58s (30s–60s, great)+9

efficiency16 tool calls (≤20, acceptable)+2

found docsTouched docs at developers.meshapi.ai: yes (4 matching tool calls)+10

zero errorsNo errors in tool outputs+5

syntax validCode compiles/parses correctly+5

created filesGenerated files: 1 (need ≥1)+10

full executionMethod: full_execution, Exit: 0+35

Checklist Score (30% weight)86%

Context7

llms.txt

Link+14

MCP Server

Link+14

Typed SDK

Link+14

OpenAPI

Link+14

Agent Skills

Link+14

CLI

Link+14

Checklist determined by AI. If something looks wrong, .

Final Score

A: >=90%B: 75-89%C: 55-74%D: <55%

(86 × 0.7) + (86 × 0.3)= 86%

Replay

Using https://developers.meshapi.ai, complete the following task:

Using Mesh API, build me a script that extracts structured data from this invoice and returns JSON:

---
INVOICE #INV-2024-0042
From: Acme Corp
Date: 2024-03-15

Items:
- Consulting Services: $500.00
- Travel Expenses: $150.00

Total: $650.00
---

The JSON output should have these fields: invoice_number, vendor, date, line_items (array), total

extract_invoice.py

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Run completed Oct 20, 2026, 8:30 PM