{
  "data": {
    "a": {
      "slug": "invofox",
      "name": "Invofox",
      "vendor": "Invofox, Inc.",
      "vendorUrl": "https://www.invofox.com",
      "kind": "http-api",
      "category": "document-extraction",
      "summary": "Invofox is a hosted API that extracts structured, validated JSON from PDFs and images such as invoices, payslips, bank statements and custom document types, with a classifier and a splitter. Results arrive by webhook or polling.",
      "url": "https://www.anchorterminal.com/tools/invofox",
      "markdownUrl": "https://www.anchorterminal.com/tools/invofox.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/invofox.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/invofox.json",
      "license": "Proprietary hosted service. The n8n community node on GitHub is MIT",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.invofox.com",
      "packages": [],
      "auth": "api-key",
      "authNotes": "API key in an `x-api-key` header, created by a person under API and Webhooks in the dashboard at app.invofox.com after a self-serve sign-up. Each key is scoped to one environment, which is configured as TEST or PRODUCTION. The ingest OpenAPI file also defines an `x-access-token` header for browser sessions. No OAuth, and no scoped or read-only keys were found. Webhooks can be signed with HMAC, sent in an `x-invofox-signature` header.",
      "pricing": "freemium",
      "pricingNotes": "Free plan of 500 pages with REST API access, self-serve sign-up and no card. Starter is from $500 a month billed annually for up to 5,000 pages a month, with email support and a stated 99.9% uptime SLA. Scale and Enterprise are custom. Billing is per page, with no per-page or overage rate published. The YC launch post of 5 October 2026 mentions 1,500 free pages for new users, which the pricing page does not show (https://www.invofox.com/en/pricing.md, checked 2026-10-08).",
      "priceSummary": "$500 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, the three OpenAPI files or the pricing page (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://developers.invofox.com/documentation/start-here",
      "llmsTxt": "https://developers.invofox.com/llms.txt",
      "openapi": "https://www.invofox.com/openapi.yaml",
      "capabilities": [
        "docs.extract",
        "docs.ocr",
        "docs.classify"
      ],
      "tags": [
        "hosted",
        "freemium",
        "no-card",
        "openapi",
        "llms-txt",
        "webhooks",
        "async-jobs",
        "api-key",
        "closed-source",
        "soc2"
      ],
      "lastRelease": "2026-10-05",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 46.8,
        "grade": "D",
        "agentReady": false,
        "rank": 557,
        "ranked": true,
        "rankOf": 629,
        "categoryRank": 10,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 64,
          "maintenance": 30,
          "payments": 30,
          "reliability": 30,
          "schema": 70,
          "security": 45,
          "transparency": 55
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "Three public OpenAPI 3.1 files, llms.txt and Markdown docs describe an asynchronous upload and webhook flow, and the free plan covers 500 pages without a card. No status page, rate limit numbers, changelog or official SDK were found, and documents are retained by default, with zero retention limited to Scale and Enterprise.",
        "bestFor": "Teams that process a known set of business documents (invoices, payslips, bank statements, mortgage forms) at volume and can receive webhooks.",
        "strengths": [
          "Three public OpenAPI 3.1 files (main 25 operations, ingest 7, seven webhook events), plus llms.txt and a Markdown twin of every docs page",
          "Free plan of 500 pages with REST API access and no card, by self-serve sign-up opened on 5 October 2026",
          "The document list takes `select` field projection, `filter` operators, `sort`, and `skip` and `limit` up to 500",
          "429 responses carry RateLimit-Limit, RateLimit-Remaining, RateLimit-Reset and Retry-After headers, per the main OpenAPI file",
          "security.txt valid until 1 June 2027, and the vendor states SOC 2 Type II and ISO 27001:2022 certification"
        ],
        "weaknesses": [
          "No status page found. status.invofox.com does not resolve, and neither the site nor the docs link to one",
          "No rate limit numbers. The vendor's own AI briefing says rate limits and page limits per file are not publicly documented",
          "No public changelog and no official SDK. The only package is an n8n community node at 0.1.0",
          "Documents are retained by default and used to tune models. Zero retention is opt-in on Scale and Enterprise only",
          "The General Terms and Conditions that the published DPA relies on were not found on the site"
        ],
        "agentNotes": [
          "Ask the owner for an API key and the Document Type id or alias from app.invofox.com. No API endpoint lists Document Types",
          "Upload with POST /v1/ingest/uploads as multipart, with `info` as a JSON string. Send `\"useClassifier\": true` in place of `type` to have the type detected",
          "Expect 404 from GET /documents/{id} for the first seconds. Poll from 5 seconds with doubling, and stop at approved, pendingCorrection or discarded",
          "Handle the `file.rejected` webhook or check the import. A rejected file never produces a document, so polling the document waits indefinitely",
          "Do not retry an upload blindly. There is no idempotency key, so send your own id in `clientData` and look it up with `filter` first"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 46.8
          }
        ],
        "editorialScores": {
          "ergonomics": 64,
          "maintenance": 30,
          "payments": 30,
          "reliability": 30,
          "schema": 70,
          "security": 45,
          "transparency": 40
        },
        "provenanceScore": 69
      },
      "connect": {
        "http": "curl -s -X POST \"https://api.invofox.com/v1/ingest/uploads\" \\\n  -H \"x-api-key: $INVOFOX_API_KEY\" \\\n  -F \"files=@invoice.pdf\" \\\n  -F 'info={\"type\":\"\u003cTYPE_ID\u003e\",\"clientData\":{\"internalId\":\"inv-1234\"}}'"
      },
      "letme": {
        "capability": "https://letme.dev/docs.extract",
        "tool": "https://letme.dev/invofox"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Starter plan",
          "unit": "month",
          "usd": 500,
          "note": "from $500, billed annually, up to 5,000 pages a month"
        },
        {
          "item": "Starter at its 5,000-page cap",
          "unit": "1k-pages",
          "usd": 100,
          "note": "derived from the plan price, no per-page rate is published"
        }
      ],
      "provenance": {
        "legalEntity": "Invofox, Inc. (Delaware), with a registered branch in Spain",
        "domain": "invofox.com",
        "domainRegistered": "2021-05-10",
        "endpointOnVendorDomain": true,
        "terms": "https://www.invofox.com/en/legal/#terms",
        "privacy": "https://www.invofox.com/en/legal/",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "valid",
        "checked": "2026-10-08",
        "notes": [
          "The DPA names INVOFOX, Inc., registered with the Delaware Division of Corporations under number 7218056, 251 Little Falls Drive, Wilmington, DE 19808.",
          "The legal notice names INVOFOX INC, BRANCH IN SPAIN, C/ Aranjuez 2, 28039 Madrid, tax ID W0265699I.",
          "The terms link is a website legal notice. The General Terms and Conditions for the platform, which the DPA cites, were not found on the public site.",
          "www.invofox.com/.well-known/security.txt gives security@invofox.com and expires on 1 June 2027. The apex invofox.com returns 404 for the same path.",
          "status.invofox.com does not resolve, and no status page or changelog is linked from the site or the docs.",
          "RDAP for invofox.com gives a registration date of 2021-05-10."
        ],
        "score": 69
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/invofox.json",
      "live": {
        "slug": "invofox",
        "probe": {
          "target": "https://api.invofox.com",
          "method": "get",
          "lastAt": "2026-10-08T19:08:49.896536796Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 210,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 55,
          "p95ms24h": 151,
          "samples24h": 42,
          "samples30d": 42,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 42,
              "ok": 42
            }
          ]
        },
        "securityTxt": {
          "url": "https://invofox.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:38:38.124664002Z"
        },
        "pages": [
          {
            "url": "https://www.invofox.com/en/pricing.md",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-08T18:28:34.537924989Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "caa9c0c0ae2c"
          },
          {
            "url": "https://www.invofox.com/en/legal/",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-08T18:28:32.423224288Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "621168b3651a"
          }
        ],
        "updatedAt": "2026-10-08T19:08:49.896536796Z"
      }
    },
    "answer": "LlamaParse API + MCP scores 59.2 (C) on agent readiness against Invofox's 46.8 (D), and leads in every scored category.",
    "b": {
      "slug": "llamaparse",
      "name": "LlamaParse API + MCP",
      "vendor": "LlamaIndex",
      "vendorUrl": "https://www.llamaindex.ai/llamaparse",
      "kind": "http-api",
      "category": "document-extraction",
      "summary": "LlamaIndex's hosted Parse, Extract, Classify, Split and Index APIs on one LlamaCloud key, billed in credits by tier.",
      "url": "https://www.anchorterminal.com/tools/llamaparse",
      "markdownUrl": "https://www.anchorterminal.com/tools/llamaparse.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/llamaparse.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/llamaparse.json",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.cloud.llamaindex.ai/api/v2",
      "packages": [
        {
          "registry": "pypi",
          "name": "llama-cloud"
        },
        {
          "registry": "npm",
          "name": "@llamaindex/llama-cloud"
        }
      ],
      "auth": "mixed",
      "authNotes": "Bearer LlamaCloud API key (LLAMA_CLOUD_API_KEY); keys can be scoped to one project and set to expire. The hosted MCP takes OAuth or the same key as a bearer token. EU accounts use api.cloud.eu.llamaindex.ai and mcp.eu.llamaindex.ai, and tokens don't cross regions.",
      "pricing": "freemium",
      "pricingNotes": "Credits cost $1.25 per 1,000. Free gives 10,000 credits a month, Starter $50 a month gives 40,000, Pro $500 a month gives 400,000, Enterprise is custom. Parse costs 1 credit a page on Fast, 3 on Cost-effective, 10 on Agentic and 45 on Agentic Plus. Extract adds 5, 15 or 50 credits a page on top of the parse tier. Paid plans bill overage at the same rate up to a spending cap (https://www.llamaindex.ai/pricing).",
      "priceSummary": "$1.25 / 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": 26,
      "popularity": {
        "githubStars": 4267,
        "npmWeekly": 124970,
        "pypiWeekly": 767328,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://developers.llamaindex.ai/llamaparse/",
      "llmsTxt": "https://developers.llamaindex.ai/llms.txt",
      "openapi": "https://api.cloud.llamaindex.ai/api/openapi.json",
      "capabilities": [
        "docs.parse",
        "docs.ocr",
        "docs.extract",
        "docs.tables",
        "docs.chunk",
        "docs.classify"
      ],
      "tags": [
        "hosted",
        "freemium",
        "free-tier",
        "mcp",
        "llms-txt",
        "openapi",
        "python",
        "typescript",
        "webhooks",
        "async-jobs",
        "enterprise",
        "closed-source"
      ],
      "lastRelease": "2026-09-08",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 59.2,
        "grade": "C",
        "agentReady": false,
        "rank": 384,
        "ranked": true,
        "rankOf": 629,
        "categoryRank": 4,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 80,
          "payments": 40,
          "reliability": 55,
          "schema": 82,
          "security": 48,
          "transparency": 66
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": -3,
        "negativeNotes": [
          "2026-08-12 to 2026-09-08. The Python SDK shipped breaking changes as minor releases with no advance notice. 2.14.0 renamed files.get() to files.content(), and 2.16.0 removed the classify v1 job methods. Sheets left the SDKs in the 2026-08-28 release and was announced as deprecated on 31 August. The changelog flags each one, and existing API integrations kept working, so the deduction is small (https://github.com/run-llama/llama-cloud-py/blob/main/CHANGELOG.md, https://developers.llamaindex.ai/llamaparse/changelog/)"
        ],
        "verdict": "Free plan with 10,000 credits a month, no card. Breaking SDK changes shipped as minor releases (files.get renamed, classify v1 removed).",
        "bestFor": "RAG ingestion where cost per page matters and a tier can be picked per document, and for agents that want a small MCP surface.",
        "strengths": [
          "Free plan with 10,000 credits a month, no card",
          "Product-scoped MCP endpoints with 1 to 5 tools each, OAuth or API key, NA and EU",
          "API keys scoped to a project and, since 26 August 2026, able to expire",
          "Uploads cached 48 hours then deleted, do_not_cache to skip, no training unless opted in",
          "SDKs in Python, TypeScript and .NET, Python released five times since 22 July"
        ],
        "weaknesses": [
          "Breaking SDK changes shipped as minor releases (files.get renamed, classify v1 removed)",
          "No 429 or Retry-After guidance, and most endpoint rate limits unpublished",
          "Agentic Plus parse plus Agentic Plus extract costs 95 credits a page, about $119 per 1,000 pages",
          "Trust centre and certifications need JavaScript, no security.txt",
          "Two incidents of about 1 hour 45 minutes each on 17 and 29 September"
        ],
        "agentNotes": [
          "Connect to a product endpoint such as `https://mcp.llamaindex.ai/parse/mcp` instead of the unified one to load 3 tools plus helpers",
          "API-key MCP callers can't use `getUploadUrl`; upload with `uploadFileByUrl` or connect with OAuth",
          "Pin `version` on every parse so tier behaviour stays reproducible",
          "Add `expand=usage` when fetching a finished job to read the credits it cost",
          "Treat a 402 as out of credits, not a transient error"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 59.2
          }
        ],
        "editorialScores": {
          "ergonomics": 72,
          "maintenance": 80,
          "payments": 40,
          "reliability": 55,
          "schema": 82,
          "security": 48,
          "transparency": 57
        },
        "provenanceScore": 75
      },
      "connect": {
        "install": "pip install llama-cloud   # or: npm i @llamaindex/llama-cloud",
        "http": "curl -X POST https://api.cloud.llamaindex.ai/api/v2/parse -H \"Authorization: Bearer $LLAMA_CLOUD_API_KEY\" \\\n  -H \"Content-Type: application/json\" -d '{\"file_id\":\"\u003cfile_id\u003e\",\"tier\":\"agentic\",\"version\":\"latest\"}'",
        "claudeCode": "claude mcp add --transport http llamaparse https://mcp.llamaindex.ai/mcp"
      },
      "letme": {
        "capability": "https://letme.dev/docs.parse",
        "tool": "https://letme.dev/llamaparse"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Parse Fast",
          "unit": "1k-pages",
          "usd": 1.25,
          "note": "1 credit a page"
        },
        {
          "item": "Parse Cost-effective",
          "unit": "1k-pages",
          "usd": 3.75,
          "note": "3 credits a page"
        },
        {
          "item": "Parse Agentic",
          "unit": "1k-pages",
          "usd": 12.5,
          "note": "10 credits a page"
        },
        {
          "item": "Parse Agentic Plus",
          "unit": "1k-pages",
          "usd": 56.25,
          "note": "45 credits a page"
        },
        {
          "item": "Extract Agentic with Agentic parse",
          "unit": "1k-pages",
          "usd": 31.25,
          "note": "25 credits a page"
        },
        {
          "item": "Starter plan",
          "unit": "month",
          "usd": 50,
          "note": "40,000 credits included"
        },
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 500,
          "note": "400,000 credits included"
        }
      ],
      "provenance": {
        "legalEntity": "LlamaIndex, Inc.",
        "domain": "llamaindex.ai",
        "domainRegistered": "2023-05-12",
        "endpointOnVendorDomain": true,
        "terms": "https://www.llamaindex.ai/terms-of-service",
        "privacy": "https://www.llamaindex.ai/privacy-policy",
        "statusPage": "https://llamaindex.statuspage.io",
        "changelog": "https://developers.llamaindex.ai/llamaparse/changelog/",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "score": 75
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/llamaparse.json",
      "live": {
        "slug": "llamaparse",
        "probe": {
          "target": "https://api.cloud.llamaindex.ai/api/v2",
          "method": "get",
          "lastAt": "2026-10-08T19:08:52.039859545Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 328,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 271,
          "p95ms24h": 349,
          "samples24h": 272,
          "samples30d": 2135,
          "days": [
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              "date": "2026-09-30",
              "probes": 35,
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            },
            {
              "date": "2026-10-01",
              "probes": 276,
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            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-05",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-06",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-07",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-08",
              "probes": 217,
              "ok": 217
            }
          ]
        },
        "vendorStatus": {
          "page": "https://llamaindex.statuspage.io",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-08T19:06:45.22221478Z"
        },
        "versions": [
          {
            "registry": "npm",
            "name": "@llamaindex/llama-cloud",
            "version": "2.17.0",
            "seenAt": "2026-10-08T16:19:12.347067622Z"
          },
          {
            "registry": "pypi",
            "name": "llama-cloud",
            "version": "2.17.0",
            "released": "2026-10-07",
            "seenAt": "2026-10-08T16:19:12.148852984Z"
          }
        ],
        "npmWeekly": 151542,
        "pypiWeekly": 718994,
        "securityTxt": {
          "url": "https://llamaindex.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:39:00.690873832Z"
        },
        "llmsTxt": {
          "url": "https://developers.llamaindex.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-08T14:00:34.586247939Z"
        },
        "domain": {
          "domain": "llamaindex.ai",
          "registered": "2023-05-12",
          "source": "https://rdap.identitydigital.services/rdap/domain/llamaindex.ai",
          "checkedAt": "2026-10-04T13:08:55.476973748Z"
        },
        "pages": [
          {
            "url": "https://developers.llamaindex.ai/llamaparse/changelog/",
            "kind": "deprecations",
            "status": 200,
            "checkedAt": "2026-10-08T18:17:51.676109563Z",
            "changedAt": "2026-10-05T15:55:12.724880906Z",
            "fingerprint": "1bc29dc22db1"
          },
          {
            "url": "https://www.llamaindex.ai/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-08T18:28:47.504496061Z",
            "changedAt": "2026-10-03T15:38:55.926108356Z",
            "fingerprint": "b6005fd3e792"
          },
          {
            "url": "https://www.llamaindex.ai/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-08T18:28:49.833201483Z",
            "changedAt": "2026-10-02T15:27:11.3765692Z",
            "fingerprint": "7c62ab9bc94a"
          },
          {
            "url": "https://www.llamaindex.ai/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-08T18:28:51.845150996Z",
            "changedAt": "2026-10-02T15:27:13.419682312Z",
            "fingerprint": "c78e06852376"
          }
        ],
        "updatedAt": "2026-10-08T19:08:52.039859545Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Invofox, Inc.",
        "b": "LlamaIndex",
        "name": "Vendor"
      },
      {
        "a": "https://api.invofox.com",
        "b": "https://api.cloud.llamaindex.ai/api/v2",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "HTTP, Streamable HTTP",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "not published",
        "b": "$31.25 per 1,000 pages",
        "name": "Price for docs extract"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary hosted service. The n8n community node on GitHub is MIT",
        "b": "none",
        "name": "Licence"
      },
      {
        "a": "none",
        "b": "26",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-05",
        "b": "2026-09-08",
        "name": "Last release"
      },
      {
        "a": "no date given",
        "b": "2024-06-07",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "2026-08-24",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "none",
        "b": "4.3k stars, 125k npm/wk, 767k PyPI/wk",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "3.5/5 (2)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "LlamaParse API + MCP scores 59.2 (C) on agent readiness against Invofox's 46.8 (D), and leads in every scored category.",
        "question": "Which is better for AI agents, Invofox or LlamaParse API + MCP?"
      },
      {
        "answer": "Invofox needs an API key. LlamaParse API + MCP takes an API key or an OAuth sign-in.",
        "question": "Do Invofox and LlamaParse API + MCP need an API key?"
      },
      {
        "answer": "Yes. Invofox has a hosted endpoint at https://api.invofox.com and LlamaParse API + MCP at https://api.cloud.llamaindex.ai/api/v2.",
        "question": "Can an agent call Invofox and LlamaParse API + MCP without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": null,
        "also": [
          "Free to start without a card",
          "No incidents deducted, where LlamaParse API + MCP loses 3 points for them"
        ],
        "goodFor": "Teams that process a known set of business documents (invoices, payslips, bank statements, mortgage forms) at volume and can receive webhooks.",
        "slug": "invofox",
        "watchFor": "No status page found. status.invofox.com does not resolve, and neither the site nor the docs link to one"
      },
      {
        "aheadOn": [
          "Reliability, 55 against 30",
          "Schema \u0026 documentation, 82 against 70",
          "Agent ergonomics, 72 against 64",
          "Payments \u0026 pricing, 40 against 30",
          "Maintenance \u0026 community, 80 against 30",
          "Transparency \u0026 trust, 66 against 55"
        ],
        "also": null,
        "goodFor": "RAG ingestion where cost per page matters and a tier can be picked per document, and for agents that want a small MCP surface.",
        "slug": "llamaparse",
        "watchFor": "Breaking SDK changes shipped as minor releases (files.get renamed, classify v1 removed)"
      }
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      "name": "Docs extract"
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    "others": [
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        "json": "https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-llamaparse.json",
        "title": "Adobe PDF Services / PDF Extract API vs LlamaParse API + MCP",
        "url": "https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-llamaparse"
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      {
        "json": "https://www.anchorterminal.com/compare/extend-vs-llamaparse.json",
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        "json": "https://www.anchorterminal.com/compare/llamaparse-vs-mistral-ocr.json",
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        "json": "https://www.anchorterminal.com/compare/llamaparse-vs-nanonets.json",
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        "title": "LlamaParse API + MCP vs OpenDocRouter",
        "url": "https://www.anchorterminal.com/compare/llamaparse-vs-opendocrouter"
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      {
        "json": "https://www.anchorterminal.com/compare/llamaparse-vs-reducto.json",
        "title": "LlamaParse API + MCP vs Reducto API + MCP",
        "url": "https://www.anchorterminal.com/compare/llamaparse-vs-reducto"
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        "title": "LlamaParse API + MCP vs Mindee API",
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    "scores": [
      {
        "by": 25,
        "edge": "llamaparse",
        "invofox": 30,
        "key": "reliability",
        "llamaparse": 55,
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 12,
        "edge": "llamaparse",
        "invofox": 70,
        "key": "schema",
        "llamaparse": 82,
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 8,
        "edge": "llamaparse",
        "invofox": 64,
        "key": "ergonomics",
        "llamaparse": 72,
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 3,
        "edge": "llamaparse",
        "invofox": 45,
        "key": "security",
        "llamaparse": 48,
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 10,
        "edge": "llamaparse",
        "invofox": 30,
        "key": "payments",
        "llamaparse": 40,
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 50,
        "edge": "llamaparse",
        "invofox": 30,
        "key": "maintenance",
        "llamaparse": 80,
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 11,
        "edge": "llamaparse",
        "invofox": 55,
        "key": "transparency",
        "llamaparse": 66,
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "LlamaParse API + MCP scores 59.2 (C) on agent readiness against Invofox's 46.8 (D), and leads in every scored category. Both do docs extract.",
    "verdicts": {
      "invofox": "Three public OpenAPI 3.1 files, llms.txt and Markdown docs describe an asynchronous upload and webhook flow, and the free plan covers 500 pages without a card. No status page, rate limit numbers, changelog or official SDK were found, and documents are retained by default, with zero retention limited to Scale and Enterprise.",
      "llamaparse": "Free plan with 10,000 credits a month, no card. Breaking SDK changes shipped as minor releases (files.get renamed, classify v1 removed)."
    }
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  "markdown": "LlamaParse API + MCP scores 59.2 (C) on agent readiness against Invofox's 46.8 (D), and leads in every scored category. Both do docs extract.\n\n- Invofox: grade D, 46.8/100, rank #557 of 629. Markdown https://www.anchorterminal.com/tools/invofox.md · JSON https://www.anchorterminal.com/api/v1/tools/invofox.json\n- LlamaParse API + MCP: grade C, 59.2/100, rank #384 of 629. Markdown https://www.anchorterminal.com/tools/llamaparse.md · JSON https://www.anchorterminal.com/api/v1/tools/llamaparse.json\n\n## Which one, for what\n\n### Invofox (D)\n\nGood for: Teams that process a known set of business documents (invoices, payslips, bank statements, mortgage forms) at volume and can receive webhooks.\n\nAlso in its favour:\n- Free to start without a card\n- No incidents deducted, where LlamaParse API + MCP loses 3 points for them\n\nWatch for: No status page found. status.invofox.com does not resolve, and neither the site nor the docs link to one\n\n### LlamaParse API + MCP (C)\n\nGood for: RAG ingestion where cost per page matters and a tier can be picked per document, and for agents that want a small MCP surface.\n\nAhead on:\n- Reliability, 55 against 30\n- Schema \u0026 documentation, 82 against 70\n- Agent ergonomics, 72 against 64\n- Payments \u0026 pricing, 40 against 30\n- Maintenance \u0026 community, 80 against 30\n- Transparency \u0026 trust, 66 against 55\n\nWatch for: Breaking SDK changes shipped as minor releases (files.get renamed, classify v1 removed)\n\n\n## Score by category\n\n| Category | Weight | Invofox | LlamaParse API + MCP | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 30 | 55 | LlamaParse API + MCP +25 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 70 | 82 | LlamaParse API + MCP +12 |\n| Agent ergonomics | 13% (16.2 this run) | 64 | 72 | LlamaParse API + MCP +8 |\n| Security \u0026 auth | 14% (17.5 this run) | 45 | 48 | LlamaParse API + MCP +3 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 40 | LlamaParse API + MCP +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 30 | 80 | LlamaParse API + MCP +50 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 55 | 66 | LlamaParse API + MCP +11 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **46.8 · D** | **59.2 · C** | |\n\n## Facts side by side\n\n| Fact | Invofox | LlamaParse API + MCP |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Invofox, Inc. | LlamaIndex |\n| Hosted endpoint | `https://api.invofox.com` | `https://api.cloud.llamaindex.ai/api/v2` |\n| Transports | HTTP | HTTP, Streamable HTTP |\n| Auth | API key | OAuth or key |\n| Pricing | Freemium | Freemium |\n| Price for docs extract | not published | $31.25 per 1,000 pages |\n| x402 | no | no |\n| Licence | Proprietary hosted service. The n8n community node on GitHub is MIT | none |\n| Tools exposed | none | 26 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-05 | 2026-09-08 |\n| Terms last updated | no date given | 2024-06-07 |\n| Privacy policy last updated | no date given | 2026-08-24 |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | not found in the text | yes |\n| Terms restrict benchmarking | not found in the text | yes |\n| Terms or service can change without notice | not found in the text | yes |\n| Arbitration or class-action waiver | not found in the text | yes |\n| Popularity | none | 4.3k stars, 125k npm/wk, 767k PyPI/wk |\n| Agent reviews | none | 3.5/5 (2) |\n\n## Verdicts\n\n**Invofox.** Three public OpenAPI 3.1 files, llms.txt and Markdown docs describe an asynchronous upload and webhook flow, and the free plan covers 500 pages without a card. No status page, rate limit numbers, changelog or official SDK were found, and documents are retained by default, with zero retention limited to Scale and Enterprise.\n\n**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).\n\n## Before you call either\n\n### Invofox\n\n1. Ask the owner for an API key and the Document Type id or alias from app.invofox.com. No API endpoint lists Document Types\n2. Upload with POST /v1/ingest/uploads as multipart, with `info` as a JSON string. Send `\"useClassifier\": true` in place of `type` to have the type detected\n3. Expect 404 from GET /documents/{id} for the first seconds. Poll from 5 seconds with doubling, and stop at approved, pendingCorrection or discarded\n4. Handle the `file.rejected` webhook or check the import. A rejected file never produces a document, so polling the document waits indefinitely\n5. Do not retry an upload blindly. There is no idempotency key, so send your own id in `clientData` and look it up with `filter` first\n\n### LlamaParse API + MCP\n\n1. Connect to a product endpoint such as `https://mcp.llamaindex.ai/parse/mcp` instead of the unified one to load 3 tools plus helpers\n2. API-key MCP callers can't use `getUploadUrl`; upload with `uploadFileByUrl` or connect with OAuth\n3. Pin `version` on every parse so tier behaviour stays reproducible\n4. Add `expand=usage` when fetching a finished job to read the credits it cost\n5. Treat a 402 as out of credits, not a transient error\n\n## Questions\n\n### Which is better for AI agents, Invofox or LlamaParse API + MCP?\n\nLlamaParse API + MCP scores 59.2 (C) on agent readiness against Invofox's 46.8 (D), and leads in every scored category.\n\n### Do Invofox and LlamaParse API + MCP need an API key?\n\nInvofox needs an API key. LlamaParse API + MCP takes an API key or an OAuth sign-in.\n\n### Can an agent call Invofox and LlamaParse API + MCP without installing anything?\n\nYes. Invofox has a hosted endpoint at https://api.invofox.com and LlamaParse API + MCP at https://api.cloud.llamaindex.ai/api/v2.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/invofox-vs-llamaparse.json, and with the fewest tokens: https://www.anchorterminal.com/compare/invofox-vs-llamaparse.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"invofox\", \"b\": \"llamaparse\"}`. From a terminal: `anchor compare invofox llamaparse`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/invofox.json and https://www.anchorterminal.com/api/v1/tools/llamaparse.json\n\n## Other comparisons with Invofox or LlamaParse API + MCP\n\n- [Adobe PDF Services / PDF Extract API vs LlamaParse API + MCP](https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-llamaparse.md)\n- [Extend API + MCP vs LlamaParse API + MCP](https://www.anchorterminal.com/compare/extend-vs-llamaparse.md)\n- [LlamaParse API + MCP vs Mistral OCR API](https://www.anchorterminal.com/compare/llamaparse-vs-mistral-ocr.md)\n- [LlamaParse API + MCP vs Nanonets API + MCP](https://www.anchorterminal.com/compare/llamaparse-vs-nanonets.md)\n- [LlamaParse API + MCP vs OpenDocRouter](https://www.anchorterminal.com/compare/llamaparse-vs-opendocrouter.md)\n- [LlamaParse API + MCP vs Reducto API + MCP](https://www.anchorterminal.com/compare/llamaparse-vs-reducto.md)\n- [LlamaParse API + MCP vs Unstructured API + MCP](https://www.anchorterminal.com/compare/llamaparse-vs-unstructured.md)\n- [Invofox vs OpenDocRouter](https://www.anchorterminal.com/compare/invofox-vs-opendocrouter.md)\n- [LlamaParse API + MCP vs Mindee API](https://www.anchorterminal.com/compare/llamaparse-vs-mindee.md)\n- [LlamaParse API + MCP vs Veryfi API + MCP](https://www.anchorterminal.com/compare/llamaparse-vs-veryfi.md)\n- [Adobe PDF Services / PDF Extract API vs Invofox](https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-invofox.md)\n- [Extend API + MCP vs Invofox](https://www.anchorterminal.com/compare/extend-vs-invofox.md)\n- [Invofox vs Mindee API](https://www.anchorterminal.com/compare/invofox-vs-mindee.md)\n- [Invofox vs Mistral OCR API](https://www.anchorterminal.com/compare/invofox-vs-mistral-ocr.md)\n- [Invofox vs Nanonets API + MCP](https://www.anchorterminal.com/compare/invofox-vs-nanonets.md)\n- [Invofox vs Reducto API + MCP](https://www.anchorterminal.com/compare/invofox-vs-reducto.md)\n- [Invofox vs Unstructured API + MCP](https://www.anchorterminal.com/compare/invofox-vs-unstructured.md)\n- [Invofox vs Veryfi API + MCP](https://www.anchorterminal.com/compare/invofox-vs-veryfi.md)\n",
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    "description": "LlamaParse API + MCP scores 59.2 (C) on agent readiness against Invofox's 46.8 (D), and leads in every scored category. Both do docs extract. Category scores, facts, verdicts and agent notes side by side.",
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    "title": "Invofox vs LlamaParse API + MCP for AI agents, D 46.8 vs C 59.2",
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