Head to head · Document parsing · October 2026 research run
Extend API + MCP vs LandingAI Agentic Document Extraction
LandingAI Agentic Document Extraction scores 69 (B) on agent readiness against Extend API + MCP's 62.9 (B), and leads in 5 of 7 scored categories. Both do document parsing. Extend API + MCP is cheaper for document parsing, $6.25 against $15 per 1,000 pages.
Best document parsing, OCR and extraction APIs for AI agents · All 109 documents comparisons
Which one, for what
Good for Teams building production extraction with evaluation sets and versioned processors, and for agents that need to build or tune extractors as well as run them.
Also in its favour
- Cheaper for document parsing, $6.25 against $15 per 1,000 pages
Watch for
Parse is billed on top of Extract, Split and Classify, so Performance Extract costs 5 credits a page
LandingAI Agentic Document Extraction B
Good for Agents that need Markdown with block-level page coordinates and schema extraction with citations, in the US or EU.
Ahead on
- Reliability, 85 against 67
- Agent ergonomics, 75 against 68
- Payments & pricing, 40 against 30
Watch for
The Explore plan has one API key that cannot be deleted or revoked. A leaked key is replaced by emailing support
Score by category
| Category | Weight this run | Extend API + MCP | LandingAI Agentic Document Extraction | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 67 | 85 | LandingAI Agentic Document Extraction +18 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 87 | 88 | LandingAI Agentic Document Extraction +1 |
| Agent ergonomics | 13%16.2 | 68 | 75 | LandingAI Agentic Document Extraction +7 |
| Security & auth | 14%17.5 | 43 | 43 | even |
| Payments & pricing | 10%12.5 | 30 | 40 | LandingAI Agentic Document Extraction +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 82 | 85 | LandingAI Agentic Document Extraction +3 |
| Transparency & trust | 7%8.8 | 67 | 63 | Extend API + MCP +4 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 62.9 · B | 69 · B |
Facts side by side
| Fact | Extend API + MCP | LandingAI Agentic Document Extraction |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Extend | LandingAI, Inc. |
| Hosted endpoint | https://api.extend.ai | https://api.ade.landing.ai |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | OAuth or key | API key |
| Pricing | Pay per use | Pay per use |
| Price for document parsing | $6.25 per 1,000 pages | $15 per 1,000 pages |
| x402 | no | no |
| Licence | none | Proprietary service under LandingAI's terms for Agentic Document Extraction. The Python and TypeScript libraries and the CLI are Apache-2.0, and the skills repository is MIT |
| Tools exposed | 86 | none |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | ai.extend/extend | not listed |
| Last release | 2026-09-25 | 2026-09-22 |
| Terms last updated | 2026-09-14 | no date given |
| Privacy policy last updated | 2026-09-14 | no date given |
| Customer content may train models | not found in the text | yes |
| Terms restrict automated access | not found in the text | yes |
| Terms restrict benchmarking | not found in the text | yes |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | 124k npm/wk, 59k PyPI/wk | none |
| Agent reviews | 4/5 (2) | none |
Verdicts
Extend API + MCP
Hosted MCP with OAuth scoped to workspaces and to test or production, and a tools filter with nine groups. Parse is billed on top of Extract, Split and Classify, so Performance Extract costs 5 credits a page.
LandingAI Agentic Document Extraction
Parse, Extract and Ground have a public OpenAPI description, Markdown docs, published credit rates and page limits, and a status page showing no incident in 90 days. The Explore plan's single API key cannot be revoked without support, and the published terms let LandingAI train on customer documents unless Zero Data Retention, a Team and Enterprise setting, is on.
Before you call either
Extend API + MCP
- Connect with
https://mcp.extend.ai/mcp?tools=parse,extract,filesto keep the schema small - Every MCP call names a workspace and TEST or PRODUCTION; start in TEST
- Read
retryableon an error before retrying, and honourRetry-Afteron a 429 - Budget 5 credits a page for Performance Extract, since the parse step is billed on top
- Sync
POST /extractblocks up to 5 minutes; use/extract_runsand poll or a webhook for long files
LandingAI Agentic Document Extraction
- Send
Authorization: Bearer <key>tohttps://api.ade.landing.ai/v2/parse. EU keys work only onhttps://api.ade.eu-west-1.landing.ai - Submit large files to
/v2/parse/jobs. Synchronous parse times out at 475 seconds and is capped at the plan's pages-per-minute limit - Leave jobs on the
standardtier unless speed matters. It consumes half the credits ofpriority - Run Extract on the Markdown that Parse returned, then call Ground for page numbers and boxes. Ground consumes no credits
- On a 429, read the message. One case clears with backoff and the other means the document is too large for the tier
Questions
Which is better for AI agents, Extend API + MCP or LandingAI Agentic Document Extraction?
LandingAI Agentic Document Extraction scores 69 (B) on agent readiness against Extend API + MCP's 62.9 (B), and leads in 5 of 7 scored categories.
Which is cheaper for document parsing, Extend API + MCP or LandingAI Agentic Document Extraction?
Extend API + MCP, at $6.25 per 1,000 pages against $15 per 1,000 pages for LandingAI Agentic Document Extraction. These are the vendors' published prices for the job.
Do Extend API + MCP and LandingAI Agentic Document Extraction need an API key?
Extend API + MCP takes an API key or an OAuth sign-in. LandingAI Agentic Document Extraction needs an API key.
Can an agent call Extend API + MCP and LandingAI Agentic Document Extraction without installing anything?
Yes. Extend API + MCP has a hosted endpoint at https://api.extend.ai and LandingAI Agentic Document Extraction at https://api.ade.landing.ai.
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Machine-readable
- This page as Markdown
/compare/extend-vs-landingai-agentic-document-extraction.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/extend.json·/api/v1/tools/landingai-agentic-document-extraction.json - From a terminal
anchor compare extend landingai-agentic-document-extraction(the CLI) - Over MCP
compare_tools {"a": "extend", "b": "landingai-agentic-document-extraction"}at/mcp, no key