Merge Gateway

Merge Gateway

merge.devInferencePiPi
88/ 100
B
Score Breakdown88%

Lost points on 2 checks

  • time5/15
  • efficiency3/10
Eval Score (70% weight)83%
cost$0.00 (<$0.05, excellent)+10
time83s (60s–90s, good)+5
efficiency11 tool calls (≤15, good)+3
found docsTouched docs at docs.merge.dev: yes (3 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)100%
Context7
Link+14
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%
(83 × 0.7) + (100 × 0.3)= 88%
Replay
Using https://docs.merge.dev/merge-gateway, complete the following task:

Using Merge Gateway, 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
invoice_extractor.py

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Run completed Oct 20, 2026, 8:29 PM