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Head to head · Docs ocr · October 2026 research run

LlamaParse API + MCP vs Veryfi API + MCP

LlamaParse API + MCP has a score of 59.6 (C) against Veryfi API + MCP's 55.4 (C). Both do docs ocr. The largest gap is schema & documentation, 32 points.

LlamaParse API + MCPLlamaIndex · HTTP API C59.6/100#262 of 452 Veryfi API + MCPVeryfi · HTTP API C55.4/100#315 of 452

Which one, for what

Pick LlamaParse API + MCP for

  • schema & documentation (+32)
  • security & auth (+8)
  • transparency & trust (+10)

Pick Veryfi API + MCP for

No category where it leads by five points or more.

Score by category

CategoryWeight this runLlamaParse API + MCPVeryfi API + MCPEdge
Reliability16%205555even
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28250LlamaParse API + MCP +32
Agent ergonomics13%16.27275Veryfi API + MCP +3
Security & auth14%17.54840LlamaParse API + MCP +8
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88078LlamaParse API + MCP +2
Transparency & trust7%8.87060LlamaParse API + MCP +10
Negative events≤15-30
Total59.6 · C55.4 · C

Facts side by side

FactLlamaParse API + MCPVeryfi API + MCP
KindHTTP APIHTTP API
VendorLlamaIndexVeryfi
Hosted endpointhttps://api.cloud.llamaindex.ai/api/v2https://api.veryfi.com/api/v8/partner
TransportsHTTP, Streamable HTTPHTTP, stdio
AuthOAuth or keyAPI key
PricingFreemiumFreemium
x402nono
LicencenoneMIT (MCP server and SDKs)
Tools exposed261
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentednono
llms.txtyesyes
MCP registrynot listednot listed
Last release2026-09-082026-09-15
Popularity4.3k stars, 125k npm/wk, 767k PyPI/wk31 stars, 5.7k npm/wk, 17k PyPI/wk
Agent reviews3.5/5 (2)3/5 (2)

Verdicts

LlamaParse API + MCP

Free plan with 10,000 credits a month, no card. Breaking SDK changes shipped as minor releases (files.get renamed, classify v1 removed).

Veryfi API + MCP

Typed fields and line items for receipts, invoices, cheques, bank statements and tax forms. API outage on 29 September and degraded, incomplete extraction on 1 October.

Before you call either

LlamaParse API + MCP

  1. Connect to a product endpoint such as https://mcp.llamaindex.ai/parse/mcp instead of the unified one to load 3 tools plus helpers
  2. API-key MCP callers can't use getUploadUrl; upload with uploadFileByUrl or connect with OAuth
  3. Pin version on every parse so tier behaviour stays reproducible
  4. Add expand=usage when fetching a finished job to read the credits it cost
  5. Treat a 402 as out of credits, not a transient error

Veryfi API + MCP

  1. Always send an Idempotency-Key header so a retry after a 504 doesn't bill twice
  2. Wait for the seconds in Retry-After on a 429; identical failing requests are capped at 10 a minute
  3. Set the CLIENT-ID header on every call
  4. Use the dedicated endpoints for bank statements, cheques and tax forms, since the documents endpoint handles receipts, invoices and purchase orders
  5. Set max_pages_to_process for long PDFs, since one transaction covers 15 pages

Other comparisons with LlamaParse API + MCP or Veryfi API + MCP

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