{
  "data": {
    "a": {
      "slug": "azure-document-intelligence",
      "name": "Azure Document Intelligence",
      "vendor": "Microsoft",
      "vendorUrl": "https://azure.microsoft.com/en-us/products/ai-services/ai-document-intelligence",
      "kind": "http-api",
      "category": "document-extraction",
      "summary": "Microsoft's Azure service for OCR, layout analysis and field extraction from PDFs, images and Office files. It has prebuilt models for invoices, receipts, identity and tax documents, and custom models. Access is a REST API with four SDKs.",
      "url": "https://www.anchorterminal.com/tools/azure-document-intelligence",
      "markdownUrl": "https://www.anchorterminal.com/tools/azure-document-intelligence.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/azure-document-intelligence.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/azure-document-intelligence.json",
      "repo": "https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/documentintelligence",
      "license": "Proprietary service under Microsoft's Product Terms. The client libraries are MIT",
      "transports": [
        "http"
      ],
      "packages": [
        {
          "registry": "pypi",
          "name": "azure-ai-documentintelligence"
        },
        {
          "registry": "npm",
          "name": "@azure-rest/ai-document-intelligence"
        }
      ],
      "auth": "mixed",
      "authNotes": "Access starts with an Azure subscription and a Document Intelligence or Foundry resource created in the portal, CLI or Resource Manager, all self-serve. Calls take one of the resource's two keys in the `Ocp-Apim-Subscription-Key` header, or a Microsoft Entra ID bearer token for the scope `https://cognitiveservices.azure.com/.default`. Entra ID access is granted with Azure RBAC (the Foundry Tools auth page names the Cognitive Services User role) and works with managed identities. No query-string key is documented for this API.",
      "pricing": "freemium",
      "pricingNotes": "Free F0 tier with 500 pages a month, limited to the first two pages of each request, on an Azure account that needs a card and a phone number (https://azure.microsoft.com/en-us/pricing/details/document-intelligence/, https://azure.microsoft.com/en-us/pricing/purchase-options/azure-account). Pay as you go (S0) in East US is $1.50 per 1,000 pages for read ($0.60 after a million), $10 for prebuilt models and layout, $30 for custom extraction, $3 for classification, $6 for add-ons and $10 for query fields. Neural model training is $3 an hour after the free allowance. Commitment tiers start at $190 a month for 20,000 prebuilt pages. Prices are from the Azure Retail Prices API, since the pricing page fills its numbers by script (https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20%27Foundry%20Tools%27%20and%20armRegionName%20eq%20%27eastus%27%20and%20contains(productName,%27Document%20Intelligence%27)).",
      "priceSummary": "$1.50 / 1k pages",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, the OpenAPI document or the pricing page (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 385681,
        "pypiWeekly": 2142341,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/",
      "openapi": "https://github.com/Azure/azure-rest-api-specs/blob/main/specification/ai/data-plane/DocumentIntelligence/stable/2024-11-30/DocumentIntelligence.json",
      "capabilities": [
        "docs.parse",
        "docs.ocr",
        "docs.extract",
        "docs.tables"
      ],
      "tags": [
        "hosted",
        "freemium",
        "free-tier",
        "closed-source",
        "openapi",
        "oauth",
        "python",
        "typescript",
        "java",
        "dotnet",
        "enterprise",
        "async-jobs",
        "batch",
        "card-required"
      ],
      "lastRelease": "2026-10-06",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 66,
        "grade": "B",
        "agentReady": false,
        "rank": 305,
        "ranked": true,
        "rankOf": 954,
        "categoryRank": 4,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 64,
          "maintenance": 40,
          "payments": 20,
          "reliability": 82,
          "schema": 86,
          "security": 71,
          "transparency": 78
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "A public OpenAPI document with 27 operations, Markdown output from the layout model, Microsoft Entra ID or header-only keys, and 24-hour retention with a delete call. Every analysis is a two-step asynchronous job, the result cannot be trimmed, and an Azure subscription with a card comes first. Three of the four SDKs last shipped in 2025 or earlier.",
        "bestFor": "Teams already on Azure that want OCR, layout to Markdown and prebuilt invoice, receipt, identity and tax models with Entra ID and regional processing.",
        "strengths": [
          "OpenAPI 2.0 document for version 2024-11-30 in Microsoft's public spec repository, 27 operations, each with an example",
          "The layout model returns Markdown with headings and tables when `outputContentFormat=markdown` is set, and reads PDF, images, DOCX, XLSX, PPTX and HTML",
          "Input and results are deleted 24 hours after an analysis completes, and a delete call removes them sooner",
          "Microsoft Entra ID tokens with managed identities, or resource keys sent only in the `Ocp-Apim-Subscription-Key` header",
          "Dated retirements, 15 September 2027 for v2.1 (announced 15 September 2024) and 30 March 2029 for v3.0"
        ],
        "weaknesses": [
          "Every analysis is asynchronous. A POST returns 202 with `Operation-Location`, and the caller polls for the result",
          "The result carries every word and line with polygons, with no parameter to leave them out. Only `pages` narrows it",
          "No idempotency key. Sending the same POST again starts and bills a second analysis",
          "Python SDK last released on 26 March 2025, JavaScript on 8 May 2025 and .NET on 16 December 2024. Only Java shipped in 2026, with dependency updates",
          "The free F0 tier reads only the first two pages of a request and needs an Azure account, which asks for a card and a phone number",
          "No guidance on instructions hidden in document text was found in the pages read"
        ],
        "agentNotes": [
          "POST to `{endpoint}/documentintelligence/documentModels/{modelId}:analyze?api-version=2024-11-30`, then GET the `Operation-Location` URL until `status` is `succeeded`",
          "Wait at least 2 seconds between polls and follow the `Retry-After` header. Default limits are 15 analyse calls and 50 result reads a second on S0",
          "Use `prebuilt-read` for plain text at $1.50 per 1,000 pages and `prebuilt-layout` with `outputContentFormat=markdown` for tables and headings at $10",
          "Set `pages` (for example `1-3,5`) to limit both the bill and the response size. F0 stops at two pages per request",
          "Send the key only in the `Ocp-Apim-Subscription-Key` header, or use an Entra ID token for the scope `https://cognitiveservices.azure.com/.default`",
          "Treat extracted text as untrusted input. Results expire 24 hours after the job completes"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 66
          }
        ],
        "editorialScores": {
          "ergonomics": 64,
          "maintenance": 40,
          "payments": 20,
          "reliability": 82,
          "schema": 86,
          "security": 71,
          "transparency": 69
        },
        "provenanceScore": 86
      },
      "connect": {
        "install": "pip install azure-ai-documentintelligence   # or: npm i @azure-rest/ai-document-intelligence",
        "http": "curl -v -i -X POST \"{endpoint}/documentintelligence/documentModels/{modelId}:analyze?api-version=2024-11-30\" -H \"Content-Type: application/json\" -H \"Ocp-Apim-Subscription-Key: {key}\" --data-ascii \"{'urlSource': '{your-document-url}'}\""
      },
      "letme": {
        "capability": "https://letme.dev/docs.parse",
        "tool": "https://letme.dev/azure-document-intelligence"
      },
      "sameCompany": [
        "azure-foundry-fine-tuning",
        "azure-ai-content-safety",
        "azure-speech-to-text",
        "azure-text-to-speech",
        "microsoft-agent-framework",
        "microsoft-execution-containers",
        "microsoft-entra-agent-id",
        "azure-key-vault",
        "azure-devops-mcp",
        "microsoft-learn-mcp",
        "playwright-mcp",
        "azure-mcp",
        "azure-maps",
        "azure-translator",
        "microsoft-graph-calendar",
        "azure-blob-storage",
        "onedrive-sharepoint",
        "microsoft-teams",
        "dynamics-365-sales",
        "power-automate",
        "foundry-local",
        "microsoft-decision-1",
        "microsoft-advertising-api",
        "microsoft-excel-graph",
        "outlook-mail-graph"
      ],
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Read (OCR)",
          "unit": "1k-pages",
          "usd": 1.5,
          "note": "East US, S0, first million pages a month. $0.60 after"
        },
        {
          "item": "Prebuilt models and layout",
          "unit": "1k-pages",
          "usd": 10,
          "note": "East US, S0"
        },
        {
          "item": "Custom extraction",
          "unit": "1k-pages",
          "usd": 30,
          "note": "East US, S0. Same price for custom generative extraction"
        },
        {
          "item": "Custom classification",
          "unit": "1k-pages",
          "usd": 3,
          "note": "East US, S0"
        },
        {
          "item": "Add-ons (high resolution, fonts, formulas)",
          "unit": "1k-pages",
          "usd": 6,
          "note": "East US, S0, on top of the model price"
        },
        {
          "item": "Query fields",
          "unit": "1k-pages",
          "usd": 10,
          "note": "East US, S0, on top of the model price"
        },
        {
          "item": "Commitment, prebuilt 20,000 pages",
          "unit": "month",
          "usd": 190,
          "note": "East US. $9.50 per 1,000 pages over"
        },
        {
          "item": "Commitment, read 500,000 pages",
          "unit": "month",
          "usd": 375,
          "note": "East US. $0.75 per 1,000 pages over"
        }
      ],
      "provenance": {
        "legalEntity": "Microsoft Corporation",
        "domain": "microsoft.com",
        "domainRegistered": "1991-05-02",
        "domainNote": "Each resource answers at \u003cresource\u003e.cognitiveservices.azure.com, a Microsoft domain (azure.com, registered 1994-10-25). Docs are on learn.microsoft.com.",
        "endpointOnVendorDomain": true,
        "terms": "https://www.microsoft.com/licensing/terms/product/ForOnlineServices/all",
        "privacy": "https://www.microsoft.com/en-us/privacy/privacystatement",
        "statusPage": "https://azure.status.microsoft/en-us/status",
        "changelog": "https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/whats-new",
        "securityTxt": "expired",
        "checked": "2026-10-08",
        "notes": [
          "The Product Terms for Online Services cover Microsoft Azure and link the Data Protection Addendum (aka.ms/DPA) and the SLA (aka.ms/CSLA). They do not name Document Intelligence. Their training clause covers Microsoft Generative AI Services only.",
          "The privacy statement (last updated September 2026) names Microsoft Corporation, One Microsoft Way, Redmond, Washington 98052, and Microsoft Ireland Operations Limited in Dublin. It says a customer's agreement for enterprise and developer products controls where the two conflict.",
          "https://www.microsoft.com/.well-known/security.txt shows Expires 2026-09-23T16:00:00.000Z. It points to the MSRC researcher portal, the bounty policy and the coordinated disclosure policy.",
          "RDAP gives 1991-05-02 for microsoft.com and 1994-10-25 for azure.com.",
          "The what's new page is dated 11 June 2026 and its newest entry is March 2026.",
          "Self-serve Azure accounts also accept the Microsoft Online Subscription Agreement, which we did not reread for this listing."
        ],
        "score": 86
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/azure-document-intelligence.json",
      "live": {
        "slug": "azure-document-intelligence",
        "versions": [
          {
            "registry": "github",
            "name": "Azure/azure-sdk-for-python",
            "version": "azure-ai-evaluation_1.18.8",
            "released": "2026-10-09",
            "seenAt": "2026-10-09T16:41:39.340213756Z"
          },
          {
            "registry": "npm",
            "name": "@azure-rest/ai-document-intelligence",
            "version": "1.1.0",
            "seenAt": "2026-10-09T16:41:38.791827206Z"
          },
          {
            "registry": "pypi",
            "name": "azure-ai-documentintelligence",
            "version": "1.0.2",
            "released": "2025-03-27",
            "seenAt": "2026-10-09T16:41:38.555165301Z"
          }
        ],
        "githubStars": 5614,
        "npmWeekly": 310054,
        "pypiWeekly": 2171899,
        "securityTxt": {
          "url": "https://microsoft.com/.well-known/security.txt",
          "state": "expired",
          "expires": "2026-09-23T16:00:00.000Z",
          "checkedAt": "2026-10-09T15:40:16.790821018Z"
        },
        "pages": [
          {
            "url": "https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/whats-new",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-09T18:41:07.756128139Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "2895259393d6"
          },
          {
            "url": "https://azure.microsoft.com/en-us/pricing/details/document-intelligence/",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-09T18:32:55.90133372Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "7aa0ed8a2d02"
          },
          {
            "url": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20%27Foundry%20Tools%27%20and%20armRegionName%20eq%20%27eastus%27%20and%20contains(productName",
            "kind": "pricing",
            "status": 400,
            "checkedAt": "2026-10-09T18:43:54.397943091Z",
            "changedAt": "0001-01-01T00:00:00Z"
          }
        ],
        "updatedAt": "2026-10-09T18:43:54.397943091Z"
      }
    },
    "answer": "Azure Document Intelligence scores 66 (B) on agent readiness against Extend API + MCP's 62.9 (B), and leads in 3 of 7 scored categories. Extend API + MCP leads on payments \u0026 pricing and maintenance \u0026 community.",
    "b": {
      "slug": "extend",
      "name": "Extend API + MCP",
      "vendor": "Extend",
      "vendorUrl": "https://www.extend.ai",
      "kind": "http-api",
      "category": "document-extraction",
      "summary": "Hosted parse, extract, classify, split and PDF form-fill APIs with versioned processors, evaluation sets and workflows.",
      "url": "https://www.anchorterminal.com/tools/extend",
      "markdownUrl": "https://www.anchorterminal.com/tools/extend.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/extend.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/extend.json",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.extend.ai",
      "packages": [
        {
          "registry": "pypi",
          "name": "extend-ai"
        },
        {
          "registry": "npm",
          "name": "extend-ai"
        }
      ],
      "auth": "mixed",
      "authNotes": "Bearer API key from the dashboard plus an x-extend-api-version header (current 2026-02-09). Test-mode keys hit an isolated environment. The hosted MCP uses OAuth, and the consent screen picks which workspaces and whether test, production or both are reachable.",
      "pricing": "usage",
      "pricingNotes": "Pay as you go is self-serve with 10,000 free credits, then $0.0125 a credit, no contract or minimum. Scale is $500 a month with 50,000 credits and $0.01 a credit after that. Enterprise is custom. Performance modes cost 2 credits a page for Parse and Split, 3 for Extract and 1 for Classify. Light modes cost 0.5 for Parse and Split, 0.7 for Extract and 0.3 for Classify.Parse runs automatically before Extract, Split and Classify and is billed on top, so Performance Extract is 5 credits a page all in. CSV, plain text, RTF, Markdown and XML parse free, and advanced Excel is 3 credits per 1,000 cells. Review Agent adds 1 credit a page on extraction and 0.5 on classification, agentic text or table correction 1 each when triggered (https://docs.extend.ai/general/how-credits-work).",
      "priceSummary": "$25 / 1k pages",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402 or per-call crypto payment in docs or pricing (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": 86,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 124329,
        "pypiWeekly": 59109,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://docs.extend.ai",
      "llmsTxt": "https://docs.extend.ai/llms.txt",
      "openapi": "https://docs.extend.ai/openapi/api-reference.json",
      "registryName": "ai.extend/extend",
      "capabilities": [
        "docs.parse",
        "docs.ocr",
        "docs.extract",
        "docs.tables",
        "docs.chunk",
        "docs.classify"
      ],
      "tags": [
        "hosted",
        "mcp",
        "llms-txt",
        "openapi",
        "python",
        "typescript",
        "webhooks",
        "async-jobs",
        "enterprise",
        "closed-source"
      ],
      "lastRelease": "2026-09-25",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 62.9,
        "grade": "B",
        "agentReady": false,
        "rank": 415,
        "ranked": true,
        "rankOf": 954,
        "categoryRank": 5,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 68,
          "maintenance": 82,
          "payments": 30,
          "reliability": 67,
          "schema": 87,
          "security": 43,
          "transparency": 67
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "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.",
        "bestFor": "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.",
        "strengths": [
          "Hosted MCP with OAuth scoped to workspaces and to test or production, and a tools filter with nine groups",
          "Errors carry code, retryable, requestId and a docs link, and 429 guidance names Retry-After and jittered backoff",
          "Published credit prices and per-plan rate limits, 10,000 free credits to start",
          "OpenAPI spec, llms.txt and dated API versions with migration guides",
          "SDK releases every two to three weeks, TypeScript v2.3.0 on 2026-09-25"
        ],
        "weaknesses": [
          "Parse is billed on top of Extract, Split and Classify, so Performance Extract costs 5 credits a page",
          "MCP loads every tool unless you pass ?tools=, including write and delete tools with no documented confirmation",
          "Three major-impact incidents on the status page since 25 August",
          "No security.txt, bug bounty, subprocessor list or published default retention period",
          "No published support period for older API versions"
        ],
        "agentNotes": [
          "Connect with `https://mcp.extend.ai/mcp?tools=parse,extract,files` to keep the schema small",
          "Every MCP call names a workspace and TEST or PRODUCTION; start in TEST",
          "Read `retryable` on an error before retrying, and honour `Retry-After` on a 429",
          "Budget 5 credits a page for Performance Extract, since the parse step is billed on top",
          "Sync `POST /extract` blocks up to 5 minutes; use `/extract_runs` and poll or a webhook for long files"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 4,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 62.9
          }
        ],
        "editorialScores": {
          "ergonomics": 68,
          "maintenance": 82,
          "payments": 30,
          "reliability": 67,
          "schema": 87,
          "security": 43,
          "transparency": 48
        },
        "provenanceScore": 86
      },
      "connect": {
        "http": "curl -X POST https://api.extend.ai/parse -H \"Authorization: Bearer $EXTEND_API_KEY\" \\\n  -H \"x-extend-api-version: 2026-02-09\" -H \"Content-Type: application/json\" \\\n  -d '{\"file\":{\"url\":\"https://extend-public-files.s3.us-east-2.amazonaws.com/bank_statement_example.pdf\"}}'",
        "claudeCode": "claude mcp add --transport http extend https://mcp.extend.ai/mcp"
      },
      "letme": {
        "capability": "https://letme.dev/docs.parse",
        "tool": "https://letme.dev/extend"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Parse (Performance)",
          "unit": "1k-pages",
          "usd": 25,
          "note": "2 credits a page on pay as you go; $20 on Scale"
        },
        {
          "item": "Parse (Light)",
          "unit": "1k-pages",
          "usd": 6.25,
          "note": "0.5 credits a page on pay as you go"
        },
        {
          "item": "Extract (Performance)",
          "unit": "1k-pages",
          "usd": 62.5,
          "note": "3 credits extract plus 2 for the automatic parse; $50 on Scale"
        },
        {
          "item": "Split (Performance)",
          "unit": "1k-pages",
          "usd": 50,
          "note": "2 credits split plus 2 for the automatic parse"
        },
        {
          "item": "Classify (Performance)",
          "unit": "1k-pages",
          "usd": 37.5,
          "note": "1 credit classify plus 2 for the automatic parse"
        },
        {
          "item": "Scale plan",
          "unit": "month",
          "usd": 500,
          "note": "50,000 credits included, $0.01 a credit after"
        }
      ],
      "provenance": {
        "legalEntity": "CrowdView Inc. dba Extend",
        "domain": "extend.ai",
        "domainRegistered": "2017-12-15",
        "endpointOnVendorDomain": true,
        "terms": "https://www.extend.ai/website-terms-of-use",
        "privacy": "https://www.extend.ai/privacy",
        "statusPage": "https://status.extend.ai",
        "changelog": "https://docs.extend.ai/changelog",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "The domain predates the product; extend.ai was registered in 2017"
        ],
        "score": 86
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/extend.json",
      "live": {
        "slug": "extend",
        "probe": {
          "target": "https://api.extend.ai",
          "method": "get",
          "lastAt": "2026-10-10T11:44:54.892097294Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 404,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 394,
          "p95ms24h": 454,
          "samples24h": 247,
          "samples30d": 2557,
          "days": [
            {
              "date": "2026-09-30",
              "probes": 35,
              "ok": 35
            },
            {
              "date": "2026-10-01",
              "probes": 276,
              "ok": 276
            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
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          "summary": "All Systems Operational",
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        "updatedAt": "2026-10-10T11:44:54.892097294Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Microsoft",
        "b": "Extend",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "https://api.extend.ai",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "HTTP, Streamable HTTP",
        "name": "Transports"
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      {
        "a": "OAuth or key",
        "b": "OAuth or key",
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      {
        "a": "Freemium",
        "b": "Pay per use",
        "name": "Pricing"
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      {
        "a": "not published",
        "b": "$6.25 per 1,000 pages",
        "name": "Price for document parsing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary service under Microsoft's Product Terms. The client libraries are MIT",
        "b": "none",
        "name": "Licence"
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      {
        "a": "none",
        "b": "86",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "llms.txt"
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      {
        "a": "not listed",
        "b": "ai.extend/extend",
        "name": "MCP registry"
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      {
        "a": "2026-10-06",
        "b": "2026-09-25",
        "name": "Last release"
      },
      {
        "a": "no date given",
        "b": "2026-09-14",
        "name": "Terms last updated"
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      {
        "a": "2026-09-01",
        "b": "2026-09-14",
        "name": "Privacy policy last updated"
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      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "386k npm/wk, 2.1M PyPI/wk",
        "b": "124k npm/wk, 59k PyPI/wk",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "4/5 (2)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Azure Document Intelligence scores 66 (B) on agent readiness against Extend API + MCP's 62.9 (B), and leads in 3 of 7 scored categories. Extend API + MCP leads on payments \u0026 pricing and maintenance \u0026 community.",
        "question": "Which is better for AI agents, Azure Document Intelligence or Extend API + MCP?"
      },
      {
        "answer": "Both take an API key or an OAuth sign-in.",
        "question": "Do Azure Document Intelligence and Extend API + MCP need an API key?"
      },
      {
        "answer": "No hosted endpoint is listed for Azure Document Intelligence. Extend API + MCP has a hosted endpoint at https://api.extend.ai.",
        "question": "Can an agent call Azure Document Intelligence and Extend API + MCP without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 82 against 67",
          "Security \u0026 auth, 71 against 43",
          "Transparency \u0026 trust, 78 against 67"
        ],
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        "slug": "azure-document-intelligence",
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      },
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          "Payments \u0026 pricing, 30 against 20",
          "Maintenance \u0026 community, 82 against 40"
        ],
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          "A hosted endpoint, with nothing to install"
        ],
        "goodFor": "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.",
        "slug": "extend",
        "watchFor": "Parse is billed on top of Extract, Split and Classify, so Performance Extract costs 5 credits a page"
      }
    ],
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      },
      {
        "json": "https://www.anchorterminal.com/compare/amazon-textract-vs-extend.json",
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      {
        "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-google-cloud-document-ai.json",
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        "url": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-google-cloud-document-ai"
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      {
        "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-landingai-agentic-document-extraction.json",
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        "url": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-landingai-agentic-document-extraction"
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      {
        "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-llamaparse.json",
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        "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-mistral-ocr.json",
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      {
        "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-nanonets.json",
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        "url": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-nanonets"
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      {
        "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-opendocrouter.json",
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        "url": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-opendocrouter"
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        "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-veryfi.json",
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        "json": "https://www.anchorterminal.com/compare/extend-vs-invofox.json",
        "title": "Extend API + MCP vs Invofox",
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    "scores": [
      {
        "azure-document-intelligence": 82,
        "by": 15,
        "edge": "azure-document-intelligence",
        "extend": 67,
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "azure-document-intelligence": 86,
        "by": 1,
        "edge": "extend",
        "extend": 87,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "azure-document-intelligence": 64,
        "by": 4,
        "edge": "extend",
        "extend": 68,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "azure-document-intelligence": 71,
        "by": 28,
        "edge": "azure-document-intelligence",
        "extend": 43,
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "azure-document-intelligence": 20,
        "by": 10,
        "edge": "extend",
        "extend": 30,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "azure-document-intelligence": 40,
        "by": 42,
        "edge": "extend",
        "extend": 82,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "azure-document-intelligence": 78,
        "by": 11,
        "edge": "azure-document-intelligence",
        "extend": 67,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "Azure Document Intelligence scores 66 (B) on agent readiness against Extend API + MCP's 62.9 (B), and leads in 3 of 7 scored categories. Extend API + MCP leads on payments \u0026 pricing and maintenance \u0026 community. Both do document parsing.",
    "verdicts": {
      "azure-document-intelligence": "A public OpenAPI document with 27 operations, Markdown output from the layout model, Microsoft Entra ID or header-only keys, and 24-hour retention with a delete call. Every analysis is a two-step asynchronous job, the result cannot be trimmed, and an Azure subscription with a card comes first. Three of the four SDKs last shipped in 2025 or earlier.",
      "extend": "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."
    }
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  "markdown": "Azure Document Intelligence scores 66 (B) on agent readiness against Extend API + MCP's 62.9 (B), and leads in 3 of 7 scored categories. Extend API + MCP leads on payments \u0026 pricing and maintenance \u0026 community. Both do document parsing.\n\n- Azure Document Intelligence: grade B, 66/100, rank #305 of 954. Markdown https://www.anchorterminal.com/tools/azure-document-intelligence.md · JSON https://www.anchorterminal.com/api/v1/tools/azure-document-intelligence.json\n- Extend API + MCP: grade B, 62.9/100, rank #415 of 954. Markdown https://www.anchorterminal.com/tools/extend.md · JSON https://www.anchorterminal.com/api/v1/tools/extend.json\n- Best document parsing, OCR and extraction APIs for AI agents: https://www.anchorterminal.com/best/document-extraction/index.md\n- All 109 documents comparisons: https://www.anchorterminal.com/compare/document-extraction/index.md\n\n## Which one, for what\n\n### Azure Document Intelligence (B)\n\nGood for: Teams already on Azure that want OCR, layout to Markdown and prebuilt invoice, receipt, identity and tax models with Entra ID and regional processing.\n\nAhead on:\n- Reliability, 82 against 67\n- Security \u0026 auth, 71 against 43\n- Transparency \u0026 trust, 78 against 67\n\nWatch for: Every analysis is asynchronous. A POST returns 202 with `Operation-Location`, and the caller polls for the result\n\n### Extend API + MCP (B)\n\nGood 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.\n\nAhead on:\n- Payments \u0026 pricing, 30 against 20\n- Maintenance \u0026 community, 82 against 40\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n\nWatch for: Parse is billed on top of Extract, Split and Classify, so Performance Extract costs 5 credits a page\n\n\n## Score by category\n\n| Category | Weight | Azure Document Intelligence | Extend API + MCP | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 82 | 67 | Azure Document Intelligence +15 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 86 | 87 | Extend API + MCP +1 |\n| Agent ergonomics | 13% (16.2 this run) | 64 | 68 | Extend API + MCP +4 |\n| Security \u0026 auth | 14% (17.5 this run) | 71 | 43 | Azure Document Intelligence +28 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 30 | Extend API + MCP +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 40 | 82 | Extend API + MCP +42 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 78 | 67 | Azure Document Intelligence +11 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **66 · B** | **62.9 · B** | |\n\n## Facts side by side\n\n| Fact | Azure Document Intelligence | Extend API + MCP |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Microsoft | Extend |\n| Hosted endpoint | no (local only) | `https://api.extend.ai` |\n| Transports | HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Pay per use |\n| Price for document parsing | not published | $6.25 per 1,000 pages |\n| x402 | no | no |\n| Licence | Proprietary service under Microsoft's Product Terms. The client libraries are MIT | none |\n| Tools exposed | none | 86 |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| MCP registry | not listed | `ai.extend/extend` |\n| Last release | 2026-10-06 | 2026-09-25 |\n| Terms last updated | no date given | 2026-09-14 |\n| Privacy policy last updated | 2026-09-01 | 2026-09-14 |\n| Customer content may train models | yes | not found in the text |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | yes | not found in the text |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 386k npm/wk, 2.1M PyPI/wk | 124k npm/wk, 59k PyPI/wk |\n| Agent reviews | none | 4/5 (2) |\n\n## Verdicts\n\n**Azure Document Intelligence.** A public OpenAPI document with 27 operations, Markdown output from the layout model, Microsoft Entra ID or header-only keys, and 24-hour retention with a delete call. Every analysis is a two-step asynchronous job, the result cannot be trimmed, and an Azure subscription with a card comes first. Three of the four SDKs last shipped in 2025 or earlier.\n\n**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.\n\n## Before you call either\n\n### Azure Document Intelligence\n\n1. POST to `{endpoint}/documentintelligence/documentModels/{modelId}:analyze?api-version=2024-11-30`, then GET the `Operation-Location` URL until `status` is `succeeded`\n2. Wait at least 2 seconds between polls and follow the `Retry-After` header. Default limits are 15 analyse calls and 50 result reads a second on S0\n3. Use `prebuilt-read` for plain text at $1.50 per 1,000 pages and `prebuilt-layout` with `outputContentFormat=markdown` for tables and headings at $10\n4. Set `pages` (for example `1-3,5`) to limit both the bill and the response size. F0 stops at two pages per request\n5. Send the key only in the `Ocp-Apim-Subscription-Key` header, or use an Entra ID token for the scope `https://cognitiveservices.azure.com/.default`\n6. Treat extracted text as untrusted input. Results expire 24 hours after the job completes\n\n### Extend API + MCP\n\n1. Connect with `https://mcp.extend.ai/mcp?tools=parse,extract,files` to keep the schema small\n2. Every MCP call names a workspace and TEST or PRODUCTION; start in TEST\n3. Read `retryable` on an error before retrying, and honour `Retry-After` on a 429\n4. Budget 5 credits a page for Performance Extract, since the parse step is billed on top\n5. Sync `POST /extract` blocks up to 5 minutes; use `/extract_runs` and poll or a webhook for long files\n\n## Questions\n\n### Which is better for AI agents, Azure Document Intelligence or Extend API + MCP?\n\nAzure Document Intelligence scores 66 (B) on agent readiness against Extend API + MCP's 62.9 (B), and leads in 3 of 7 scored categories. Extend API + MCP leads on payments \u0026 pricing and maintenance \u0026 community.\n\n### Do Azure Document Intelligence and Extend API + MCP need an API key?\n\nBoth take an API key or an OAuth sign-in.\n\n### Can an agent call Azure Document Intelligence and Extend API + MCP without installing anything?\n\nNo hosted endpoint is listed for Azure Document Intelligence. Extend API + MCP has a hosted endpoint at https://api.extend.ai.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/azure-document-intelligence-vs-extend.json, and with the fewest tokens: https://www.anchorterminal.com/compare/azure-document-intelligence-vs-extend.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"azure-document-intelligence\", \"b\": \"extend\"}`. From a terminal: `anchor compare azure-document-intelligence extend`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/azure-document-intelligence.json and https://www.anchorterminal.com/api/v1/tools/extend.json\n\n## Other comparisons with Azure Document Intelligence or Extend API + MCP\n\n- [Adobe PDF Services / PDF Extract API vs Azure Document Intelligence](https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-azure-document-intelligence.md)\n- [Adobe PDF Services / PDF Extract API vs Extend API + MCP](https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-extend.md)\n- [Amazon Textract vs Azure Document Intelligence](https://www.anchorterminal.com/compare/amazon-textract-vs-azure-document-intelligence.md)\n- [Amazon Textract vs Extend API + MCP](https://www.anchorterminal.com/compare/amazon-textract-vs-extend.md)\n- [Azure Document Intelligence vs Google Cloud Document AI](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-google-cloud-document-ai.md)\n- [Azure Document Intelligence vs LandingAI Agentic Document Extraction](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-landingai-agentic-document-extraction.md)\n- [Azure Document Intelligence vs LlamaParse API + MCP](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-llamaparse.md)\n- [Azure Document Intelligence vs Mistral OCR API](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-mistral-ocr.md)\n- [Azure Document Intelligence vs Nanonets API + MCP](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-nanonets.md)\n- [Azure Document Intelligence vs OpenDocRouter](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-opendocrouter.md)\n- [Azure Document Intelligence vs Reducto API + MCP](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-reducto.md)\n- [Azure Document Intelligence vs Unstructured API + MCP](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-unstructured.md)\n- [Extend API + MCP vs Google Cloud Document AI](https://www.anchorterminal.com/compare/extend-vs-google-cloud-document-ai.md)\n- [Extend API + MCP vs LandingAI Agentic Document Extraction](https://www.anchorterminal.com/compare/extend-vs-landingai-agentic-document-extraction.md)\n- [Extend API + MCP vs LlamaParse API + MCP](https://www.anchorterminal.com/compare/extend-vs-llamaparse.md)\n- [Extend API + MCP vs Mistral OCR API](https://www.anchorterminal.com/compare/extend-vs-mistral-ocr.md)\n- [Extend API + MCP vs Nanonets API + MCP](https://www.anchorterminal.com/compare/extend-vs-nanonets.md)\n- [Extend API + MCP vs OpenDocRouter](https://www.anchorterminal.com/compare/extend-vs-opendocrouter.md)\n- [Extend API + MCP vs Reducto API + MCP](https://www.anchorterminal.com/compare/extend-vs-reducto.md)\n- [Extend API + MCP vs Unstructured API + MCP](https://www.anchorterminal.com/compare/extend-vs-unstructured.md)\n- [Azure Document Intelligence vs Mindee API](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-mindee.md)\n- [Azure Document Intelligence vs Veryfi API + MCP](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-veryfi.md)\n- [Extend API + MCP vs Mindee API](https://www.anchorterminal.com/compare/extend-vs-mindee.md)\n- [Extend API + MCP vs Veryfi API + MCP](https://www.anchorterminal.com/compare/extend-vs-veryfi.md)\n- [Azure Document Intelligence vs Invofox](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-invofox.md)\n- [Extend API + MCP vs Invofox](https://www.anchorterminal.com/compare/extend-vs-invofox.md)\n",
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