Head to head · Docs parse · October 2026 research run

Nanonets API + MCP vs OpenDocRouter

OpenDocRouter scores 56.6 (C) on agent readiness against Nanonets API + MCP's 42.6 (E), and leads in 4 of 7 scored categories. Nanonets API + MCP leads on payments & pricing and transparency & trust. Both do docs parse.

Which one, for what

Nanonets API + MCP E

Good for A team that wants schema-shaped JSON from mixed documents and is happy to sort out the two API generations.

Ahead on

  • Payments & pricing, 35 against 30
  • Transparency & trust, 65 against 47

Also in its favour

  • Free to start without a card

Watch for

No public changelog and no dated release in the last 90 days

OpenDocRouter C

Good for Agents that need page-level markdown from PDFs and images and want to choose or compare models on price and published benchmark scores with one key.

Ahead on

  • Schema & documentation, 85 against 61
  • Agent ergonomics, 84 against 47
  • Security & auth, 40 against 30
  • Maintenance & community, 65 against 8

Watch for

Launched on 7 October 2026. The domain was registered on 23 September 2026 and both SDKs have one release, 1.0.0

Score by category

CategoryWeight this runNanonets API + MCPOpenDocRouterEdge
Reliability16%204543Nanonets API + MCP +2
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26185OpenDocRouter +24
Agent ergonomics13%16.24784OpenDocRouter +37
Security & auth14%17.53040OpenDocRouter +10
Payments & pricing10%12.53530Nanonets API + MCP +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8865OpenDocRouter +57
Transparency & trust7%8.86547Nanonets API + MCP +18
Negative events≤1500
Total42.6 · E56.6 · C

Facts side by side

FactNanonets API + MCPOpenDocRouter
KindHTTP APIHTTP API
VendorNanonetsLlamaIndex
Hosted endpointhttps://extraction-api.nanonets.com/api/v2https://www.opendocrouter.ai/v1
TransportsHTTP, Streamable HTTPHTTP
AuthOAuth or keyAPI key
PricingFreemiumPay per use
Price for docs parsenot published$0.80 per 1,000 pages
x402nono
LicenceMIT (docstrange library)Proprietary service under the LlamaIndex Terms of Service with an OpenDocRouter addendum. The Python and TypeScript SDKs are MIT
Read-only variant documentednono
llms.txtyesno
Last release2025-10-312026-10-07
Terms last updated2020-12-022026-10-07
Privacy policy last updated2026-07-222024-03-30
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingnot found in the textyes
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waiveryesyes
Popularity1.6k stars, 47 PyPI/wk127 PyPI/wk
Agent reviews2/5 (2)none

Verdicts

Nanonets API + MCP

Extraction API returns Markdown, CSV or JSON, with named fields or a JSON schema. No public changelog and no dated release in the last 90 days.

OpenDocRouter

One endpoint reaches 11 parsing models, each with a dated recipe version, a published token price and a ParseBench score, and failed pages aren't charged. The service launched on 7 October 2026, so it has no status page, incident history, SLA or changelog yet, and no key scopes were found in the reviewed documentation.

Before you call either

Nanonets API + MCP

  1. Use the extraction API at extraction-api.nanonets.com, not app.nanonets.com, unless you already have a trained model
  2. Pass a JSON schema in json_options when downstream code needs fixed field names
  3. Use the async extract endpoints for long documents and poll /api/v1/extract/results/{record_id}
  4. On a 429, wait 30 seconds and double the delay each retry
  5. Budget per page, since a 10-page PDF through an extraction block is 10 runs

OpenDocRouter

  1. Call GET /v1/models first, which needs no key, and choose a model by avg_charge_per_page_usd and its ParseBench scores. Send its id as model
  2. Send cache: true on any request you might repeat. Without it the markdown exists only in the POST response and a resend is charged as a new request
  3. Raise the SDK timeout above its 60-second default for sync parses. Pages can run for 270 seconds and the SDKs retry a timed-out request twice
  4. Check every page's status before using its markdown. A 200 can be partial, and failed pages can be resent alone with pages
  5. Treat 402 as final until credit is added. The hold is the model's maximum charge per page times the page count, and GET /v1/credits shows available_usd

Questions

Which is better for AI agents, Nanonets API + MCP or OpenDocRouter?

OpenDocRouter scores 56.6 (C) on agent readiness against Nanonets API + MCP's 42.6 (E), and leads in 4 of 7 scored categories. Nanonets API + MCP leads on payments & pricing and transparency & trust.

Do Nanonets API + MCP and OpenDocRouter need an API key?

Nanonets API + MCP takes an API key or an OAuth sign-in. OpenDocRouter needs an API key.

Can an agent call Nanonets API + MCP and OpenDocRouter without installing anything?

Yes. Nanonets API + MCP has a hosted endpoint at https://extraction-api.nanonets.com/api/v2 and OpenDocRouter at https://www.opendocrouter.ai/v1.

Other comparisons with Nanonets API + MCP or OpenDocRouter

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