{
  "data": {
    "a": {
      "slug": "jevcrawl",
      "name": "jevcrawl",
      "vendor": "Rayen Mlayeh",
      "vendorUrl": "https://github.com/RayenMlayeh",
      "kind": "mcp",
      "category": "web-scrapers",
      "summary": "jevcrawl is an open-source MCP server and CLI that crawls a website toward a question and returns only the relevant passages, verbatim with source URLs. TypeSafe's hosted Jev decision model scores the pages, passages and links.",
      "url": "https://www.anchorterminal.com/tools/jevcrawl",
      "markdownUrl": "https://www.anchorterminal.com/tools/jevcrawl.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/jevcrawl.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/jevcrawl.json",
      "repo": "https://github.com/RayenMlayeh/jevcrawl",
      "license": "Apache-2.0",
      "transports": [
        "stdio"
      ],
      "packages": [
        {
          "registry": "pypi",
          "name": "jevcrawl"
        }
      ],
      "auth": "api-key",
      "authNotes": "A TypeSafe API key in the `TYPESAFE_API_KEY` environment variable, created at console.typesafe.ai, is needed for `crawl`, `map` and `scrape` with a goal. `scrape` without a goal makes no Jev call and works with no key. The README says the key is never written to disk or logs.",
      "pricing": "usage",
      "pricingNotes": "The package is free under Apache-2.0. Decisions are billed by TypeSafe for Jev at $0.042 per million input tokens, with output tokens free. The README gives an average of $0.011 per crawl in its benchmark, and `max_decision_usd` (default $0.05) caps each call. We found no free Jev tier.",
      "priceSummary": "Pay per use",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the source or README (checked 2026-10-15). Jev is paid through a TypeSafe account and key.",
        "endpoints": []
      },
      "toolCount": 3,
      "popularity": {
        "githubStars": 60,
        "npmWeekly": null,
        "pypiWeekly": 204,
        "asOf": "2026-10-15"
      },
      "docsUrl": "https://github.com/RayenMlayeh/jevcrawl#readme",
      "capabilities": [
        "web.crawl",
        "web.extract",
        "web.scrape",
        "scraping.js-render"
      ],
      "tags": [
        "open-source",
        "local",
        "apache-2.0",
        "python",
        "mcp",
        "cli",
        "agent-skill",
        "usage-priced",
        "alpha"
      ],
      "lastRelease": "2026-10-15",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 63.7,
        "grade": "B",
        "agentReady": false,
        "rank": 409,
        "ranked": true,
        "rankOf": 1094,
        "categoryRank": 9,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 80,
          "maintenance": 68,
          "payments": 30,
          "reliability": 68,
          "schema": 81,
          "security": 59,
          "transparency": 45
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-15"
        },
        "negative": 0,
        "verdict": "Three compact, typed MCP tools return verbatim passages with source URLs, cost and stop reasons, and errors arrive as codes with instructions. The project is three days old and alpha, it depends on TypeSafe's paid Jev API, which is in early access with no free tier found, and it does not block crawls of private or local addresses.",
        "bestFor": "An agent that must find one answer several clicks deep on a documentation or help site and wants a few thousand tokens back instead of whole pages.",
        "strengths": [
          "Three tools with typed inputs, sensible defaults and descriptions that say when to use `crawl`, `scrape` or `map`",
          "Every result reports pages fetched, tokens, Jev cost in dollars and why the crawl stopped, with a hard per-call spending cap",
          "Returned text is copied from the page with URL, heading path, character offsets and a page hash, so quotes can be checked",
          "174 offline tests, ruff and mypy strict pass in CI on Python 3.11 and 3.13, with PyPI trusted publishing",
          "Follows robots.txt by default since v0.1.1, and SECURITY.md sets out private reporting with a one-week answer"
        ],
        "weaknesses": [
          "First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer",
          "`crawl` and `map` need a paid TypeSafe key, and TypeSafe describes Jev as early access with no free tier found",
          "Page text from every crawl goes to TypeSafe, whose policies give no retention period",
          "No check against private, loopback or link-local addresses, so an agent can point it at internal hosts",
          "No MCP tool annotations, no llms.txt and no entry in the official MCP registry"
        ],
        "agentNotes": [
          "Phrase `goal` as one specific question and start with `max_pages` between 10 and 30",
          "Check `stats.stopped_because` and `stats.degraded`, and read `uncertain` before reporting that something is missing",
          "Use `scrape` without a goal when you need a whole page, since it makes no paid Jev call and needs no key",
          "Handle `{\"error\": code, \"message\": ...}` results, for example `auth_error` means `TYPESAFE_API_KEY` is missing or rejected",
          "Pages in `stats.needs_js_urls` were not read. Tell the user rather than guessing their content"
        ],
        "metrics": {
          "kind": "local",
          "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": 63.7
          }
        ],
        "editorialScores": {
          "ergonomics": 80,
          "maintenance": 68,
          "payments": 30,
          "reliability": 68,
          "schema": 81,
          "security": 59,
          "transparency": 63
        },
        "provenanceScore": 27
      },
      "connect": {
        "install": "uv tool install jevcrawl",
        "claudeCode": "claude mcp add jevcrawl -e TYPESAFE_API_KEY=\u003cyour key\u003e -- uvx jevcrawl",
        "config": {
          "mcpServers": {
            "jevcrawl": {
              "args": [
                "jevcrawl"
              ],
              "command": "uvx",
              "env": {
                "TYPESAFE_API_KEY": "\u003cyour key\u003e"
              }
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/web.crawl",
        "tool": "https://letme.dev/jevcrawl"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Jev 1.13 input tokens, billed by TypeSafe",
          "unit": "1m-tokens",
          "usd": 0.042,
          "note": "Output tokens free. The package itself is free"
        }
      ],
      "provenance": {
        "legalEntity": "",
        "domain": "github.com/RayenMlayeh",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/RayenMlayeh/jevcrawl/releases",
        "securityTxt": "none",
        "checked": "2026-10-15",
        "notes": [
          "An individual's open-source project under Apache-2.0. pyproject.toml names Rayen Mlayeh as author, and the GitHub profile names no company or website.",
          "No vendor domain. The domain line names the GitHub account and scores no domain age.",
          "Software the owner runs, so there are no service terms or privacy policy of its own. Page text goes to TypeSafe AI, Inc. under TypeSafe's customer agreement and privacy policy (see the typesafe-jev listing).",
          "The repository has a SECURITY.md that points to GitHub private vulnerability reporting. No website, so no security.txt.",
          "The changelog is the GitHub release notes. v0.1.0's notes are only a link to the commit list."
        ],
        "score": 27
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/jevcrawl.json"
    },
    "answer": "jevcrawl and Olostep score within a point of each other on agent readiness, 63.7 (B) and 63 (B). Olostep leads on agent ergonomics, payments \u0026 pricing and transparency \u0026 trust.",
    "b": {
      "slug": "olostep",
      "name": "Olostep",
      "vendor": "Olostep Technologies, Inc.",
      "vendorUrl": "https://www.olostep.com",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "Scrape, crawl, map, batch and search API that returns markdown, HTML, JSON or screenshots, with JS rendering and residential IPs on every request.",
      "url": "https://www.anchorterminal.com/tools/olostep",
      "markdownUrl": "https://www.anchorterminal.com/tools/olostep.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/olostep.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/olostep.json",
      "repo": "https://github.com/olostep/olostep-mcp-server",
      "license": "MIT",
      "transports": [
        "http",
        "streamable-http",
        "stdio"
      ],
      "remoteUrl": "https://api.olostep.com",
      "packages": [
        {
          "registry": "npm",
          "name": "olostep"
        },
        {
          "registry": "pypi",
          "name": "olostep"
        },
        {
          "registry": "npm",
          "name": "olostep-mcp"
        }
      ],
      "auth": "api-key",
      "authNotes": "Bearer key in the Authorization header for the API and the hosted MCP server. The stdio MCP server and the SDKs read OLOSTEP_API_KEY. The /x402/ endpoints take an X-Payment header instead of a key.",
      "pricing": "freemium",
      "pricingNotes": "Free trial of 500 requests with no card and low rate limits. Starter $9 a month for 5,000 requests (150 concurrent), Standard $99 for 200,000 (500 concurrent), Scale $399 for 1 million. Credit packs from $20 for 10,000, valid 6 months. A scrape is 1 credit, parsers 1 to 5, LLM extraction 10, search 5, answers 20, crawl 1 per page, map 1 plus 1 per extra 1,000 URLs (https://www.olostep.com/pricing).",
      "priceSummary": "$9 / mo",
      "where": "both",
      "x402": {
        "level": "partial",
        "evidence": "Documented x402 on POST /v1/scrapes and /v1/maps at $0.01, /v1/answers at $0.05 and /v1/crawls at a dynamic price, USDC on Base, under the /x402/ path prefix (https://docs.olostep.com/x402.md). Our unpaid POST to /x402/v1/scrapes on 2026-09-30 returned 402 with an empty {} body and no PAYMENT-REQUIRED header, so a stock x402 client has no price to sign.",
        "endpoints": [
          {
            "url": "https://api.olostep.com/x402/v1/scrapes",
            "priceUsd": 0.01,
            "network": "eip155:8453"
          },
          {
            "url": "https://api.olostep.com/x402/v1/maps",
            "priceUsd": 0.01,
            "network": "eip155:8453"
          },
          {
            "url": "https://api.olostep.com/x402/v1/answers",
            "priceUsd": 0.05,
            "network": "eip155:8453"
          },
          {
            "url": "https://api.olostep.com/x402/v1/crawls",
            "priceUsd": null,
            "network": "eip155:8453"
          }
        ]
      },
      "toolCount": 11,
      "popularity": {
        "githubStars": 24,
        "npmWeekly": 8874,
        "pypiWeekly": 1976,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://docs.olostep.com",
      "llmsTxt": "https://docs.olostep.com/llms.txt",
      "openapi": "https://docs.olostep.com/openapi/scrapes.json",
      "registryName": "io.github.olostep/olostep-mcp-server",
      "capabilities": [
        "web.scrape",
        "web.extract",
        "web.crawl",
        "web.search",
        "scraping.proxies",
        "scraping.js-render",
        "scraping.anti-bot",
        "scraping.screenshot",
        "scraping.serp"
      ],
      "tags": [
        "hosted",
        "freemium",
        "no-card",
        "mcp",
        "llms-txt",
        "proxies",
        "python",
        "typescript",
        "openapi",
        "x402",
        "free-tier"
      ],
      "lastRelease": "2026-07-15",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 63,
        "grade": "B",
        "agentReady": false,
        "rank": 441,
        "ranked": true,
        "rankOf": 1094,
        "categoryRank": 10,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 87,
          "maintenance": 58,
          "payments": 65,
          "reliability": 60,
          "schema": 84,
          "security": 28,
          "transparency": 58
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "OpenAPI 3.0.3 for every endpoint and a structured error body. The x402 challenge came back with no payment requirements in our probe.",
        "bestFor": "Bulk scraping on a budget and for batch jobs of thousands of URLs.",
        "strengths": [
          "OpenAPI 3.0.3 for every endpoint and a structured error body",
          "500 free successful requests with no card, $9 a month after that",
          "x402 documented on scrapes, maps, answers and crawls at $0.01 to $0.05",
          "Batches of up to 100,000 URLs with cursor pagination",
          "All 11 MCP tools carry readOnly, destructive and idempotent hints"
        ],
        "weaknesses": [
          "The x402 challenge came back with no payment requirements in our probe",
          "One dashboard key with no documented scopes, rotation or revocation",
          "No 429 or per-minute rate limits documented",
          "No security page, security.txt or prompt-injection guidance",
          "Changelog last updated 18 June 2026"
        ],
        "agentNotes": [
          "For more than a handful of URLs use /v1/batches, then page results with the cursor",
          "Pass `storage.expires_in` if you need results after about 7 days",
          "Don't ask for json output without a `parser` or an `llm_extract` schema",
          "Hosted MCP wants `Authorization: Bearer`, stdio wants OLOSTEP_API_KEY. Mixing them up shows 0 tools",
          "Check the 402 body before paying over x402. Our probe got an empty one"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 63
          }
        ],
        "editorialScores": {
          "ergonomics": 87,
          "maintenance": 58,
          "payments": 65,
          "reliability": 60,
          "schema": 84,
          "security": 28,
          "transparency": 38
        },
        "provenanceScore": 78
      },
      "connect": {
        "http": "curl -X POST https://api.olostep.com/v1/scrapes -H \"Authorization: Bearer $OLOSTEP_API_KEY\" \\\n  -H \"Content-Type: application/json\" -d '{\"url_to_scrape\":\"https://example.com\",\"formats\":[\"markdown\"]}'",
        "claudeCode": "claude mcp add --transport http olostep https://mcp.olostep.com/mcp --header \"Authorization: Bearer $OLOSTEP_API_KEY\"",
        "config": {
          "mcpServers": {
            "olostep": {
              "args": [
                "-y",
                "olostep-mcp"
              ],
              "command": "npx",
              "env": {
                "OLOSTEP_API_KEY": "${OLOSTEP_API_KEY}"
              }
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/olostep"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Starter plan",
          "unit": "month",
          "usd": 9,
          "note": "5,000 requests"
        },
        {
          "item": "Standard plan",
          "unit": "month",
          "usd": 99,
          "note": "200,000 requests"
        },
        {
          "item": "Scale plan",
          "unit": "month",
          "usd": 399,
          "note": "1 million requests"
        },
        {
          "item": "Scrape on Starter",
          "unit": "1k-requests",
          "usd": 1.8,
          "note": "1 credit per basic scrape"
        },
        {
          "item": "Scrape on Standard",
          "unit": "1k-requests",
          "usd": 0.495
        },
        {
          "item": "x402 scrape",
          "unit": "call",
          "usd": 0.01,
          "note": "USDC on Base"
        }
      ],
      "provenance": {
        "legalEntity": "Olostep Technologies Inc.",
        "domain": "olostep.com",
        "domainRegistered": "2023-06-04",
        "endpointOnVendorDomain": true,
        "terms": "https://www.olostep.com/terms",
        "privacy": "https://www.olostep.com/privacy-policy",
        "statusPage": "https://status.olostep.com",
        "changelog": "https://www.olostep.com/changelog",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "Terms are governed by Delaware law",
          "Status page is hosted on Better Stack"
        ],
        "score": 78
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/olostep.json",
      "live": {
        "slug": "olostep",
        "probe": {
          "target": "https://api.olostep.com",
          "method": "get",
          "lastAt": "2026-10-15T11:30:03.488226002Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 328,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 344,
          "p95ms24h": 416,
          "samples24h": 254,
          "samples30d": 3797,
          "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
            },
            {
              "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": 268,
              "ok": 268
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-15",
              "probes": 123,
              "ok": 123
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.olostep.com",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-15T10:06:57.708896542Z"
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "io.github.olostep/olostep-mcp-server",
            "version": "1.0.17",
            "seenAt": "2026-10-15T04:34:40.660646921Z"
          },
          {
            "registry": "npm",
            "name": "olostep",
            "version": "1.2.2",
            "seenAt": "2026-10-15T00:09:53.448519187Z"
          },
          {
            "registry": "npm",
            "name": "olostep-mcp",
            "version": "1.0.17",
            "seenAt": "2026-10-15T00:09:54.565077922Z"
          },
          {
            "registry": "pypi",
            "name": "olostep",
            "version": "1.2.2",
            "released": "2026-06-22",
            "seenAt": "2026-10-15T00:09:54.294272691Z"
          }
        ],
        "githubStars": 24,
        "npmWeekly": 8044,
        "pypiWeekly": 990,
        "securityTxt": {
          "url": "https://olostep.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-14T15:47:17.344884824Z"
        },
        "llmsTxt": {
          "url": "https://docs.olostep.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-14T14:14:38.673161675Z"
        },
        "domain": {
          "domain": "olostep.com",
          "registered": "2023-06-04",
          "source": "https://rdap.verisign.com/com/v1/domain/olostep.com",
          "checkedAt": "2026-10-11T13:18:02.790406746Z"
        },
        "pages": [
          {
            "url": "https://www.olostep.com/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-14T21:15:23.983079131Z",
            "changedAt": "2026-10-14T21:15:23.983079131Z",
            "fingerprint": "e629c675c2a2"
          },
          {
            "url": "https://www.olostep.com/pricing",
            "kind": "pricing",
            "status": 304,
            "checkedAt": "2026-10-14T21:15:26.291425951Z",
            "changedAt": "2026-10-12T20:05:44.473905223Z",
            "fingerprint": "0e553aa903c0"
          },
          {
            "url": "https://www.olostep.com/privacy-policy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-14T21:15:28.116485426Z",
            "changedAt": "2026-10-12T20:05:46.298280769Z",
            "fingerprint": "cba7cec663d3"
          },
          {
            "url": "https://www.olostep.com/terms",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-14T21:15:30.174746854Z",
            "changedAt": "2026-10-12T20:05:48.315956635Z",
            "fingerprint": "1271c277cda8"
          }
        ],
        "updatedAt": "2026-10-15T11:30:03.488226002Z"
      }
    },
    "facts": [
      {
        "a": "MCP server",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Rayen Mlayeh",
        "b": "Olostep Technologies, Inc.",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "https://api.olostep.com",
        "name": "Hosted endpoint"
      },
      {
        "a": "stdio",
        "b": "HTTP, Streamable HTTP, stdio",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Pay per use",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "payer tooling only",
        "name": "x402"
      },
      {
        "a": "Apache-2.0",
        "b": "MIT",
        "name": "Licence"
      },
      {
        "a": "3",
        "b": "11",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "not listed",
        "b": "io.github.olostep/olostep-mcp-server",
        "name": "MCP registry"
      },
      {
        "a": "2026-10-15",
        "b": "2026-07-15",
        "name": "Last release"
      },
      {
        "a": "no document linked",
        "b": "2025-07-15",
        "name": "Terms last updated"
      },
      {
        "a": "no document linked",
        "b": "2025-07-15",
        "name": "Privacy policy last updated"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "",
        "b": "yes",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "60 stars, 204 PyPI/wk",
        "b": "24 stars, 8.9k npm/wk, 2k PyPI/wk",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "3.5/5 (2)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "jevcrawl and Olostep score within a point of each other on agent readiness, 63.7 (B) and 63 (B). Olostep leads on agent ergonomics, payments \u0026 pricing and transparency \u0026 trust.",
        "question": "Which is better for AI agents, jevcrawl or Olostep?"
      },
      {
        "answer": "Both need an API key.",
        "question": "Do jevcrawl and Olostep need an API key?"
      },
      {
        "answer": "jevcrawl runs on your own machine, with no hosted endpoint listed. Olostep has a hosted endpoint at https://api.olostep.com.",
        "question": "Can an agent call jevcrawl and Olostep without installing anything?"
      },
      {
        "answer": "jevcrawl is open source (Apache-2.0). No open-source release is listed for Olostep.",
        "question": "Are jevcrawl and Olostep open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 68 against 60",
          "Security \u0026 auth, 59 against 28",
          "Maintenance \u0026 community, 68 against 58"
        ],
        "also": [
          "Open source"
        ],
        "goodFor": "An agent that must find one answer several clicks deep on a documentation or help site and wants a few thousand tokens back instead of whole pages.",
        "slug": "jevcrawl",
        "watchFor": "First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer"
      },
      {
        "aheadOn": [
          "Agent ergonomics, 87 against 80",
          "Payments \u0026 pricing, 65 against 30",
          "Transparency \u0026 trust, 58 against 45"
        ],
        "also": [
          "A hosted endpoint, with nothing to install",
          "Free to start without a card"
        ],
        "goodFor": "Bulk scraping on a budget and for batch jobs of thousands of URLs.",
        "slug": "olostep",
        "watchFor": "The x402 challenge came back with no payment requirements in our probe"
      }
    ],
    "job": {
      "capability": "web.crawl",
      "name": "Crawling"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/bright-data-vs-jevcrawl.json",
        "title": "Bright Data vs jevcrawl",
        "url": "https://www.anchorterminal.com/compare/bright-data-vs-jevcrawl"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bright-data-vs-olostep.json",
        "title": "Bright Data vs Olostep",
        "url": "https://www.anchorterminal.com/compare/bright-data-vs-olostep"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-dev-vs-jevcrawl.json",
        "title": "Context.dev vs jevcrawl",
        "url": "https://www.anchorterminal.com/compare/context-dev-vs-jevcrawl"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-dev-vs-olostep.json",
        "title": "Context.dev vs Olostep",
        "url": "https://www.anchorterminal.com/compare/context-dev-vs-olostep"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-jina-reader.json",
        "title": "jevcrawl vs Jina Reader",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-jina-reader"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-oxylabs-web-scraper.json",
        "title": "jevcrawl vs Oxylabs Web Scraper API",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-oxylabs-web-scraper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrape-do.json",
        "title": "jevcrawl vs Scrape.do",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrape-do"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingant.json",
        "title": "jevcrawl vs ScrapingAnt",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingant"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingbee.json",
        "title": "jevcrawl vs ScrapingBee",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingbee"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingdog.json",
        "title": "jevcrawl vs Scrapingdog",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingdog"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-zenrows.json",
        "title": "jevcrawl vs ZenRows",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-zenrows"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-zyte.json",
        "title": "jevcrawl vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jina-reader-vs-olostep.json",
        "title": "Jina Reader vs Olostep",
        "url": "https://www.anchorterminal.com/compare/jina-reader-vs-olostep"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-oxylabs-web-scraper.json",
        "title": "Olostep vs Oxylabs Web Scraper API",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-oxylabs-web-scraper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrape-do.json",
        "title": "Olostep vs Scrape.do",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrape-do"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai.json",
        "title": "Olostep vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapeless.json",
        "title": "Olostep vs Scrapeless",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapeless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scraperapi.json",
        "title": "Olostep vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scraperapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapfly.json",
        "title": "Olostep vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapingant.json",
        "title": "Olostep vs ScrapingAnt",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapingant"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapingbee.json",
        "title": "Olostep vs ScrapingBee",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapingbee"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapingdog.json",
        "title": "Olostep vs Scrapingdog",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapingdog"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-spider-cloud.json",
        "title": "Olostep vs Spider",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-spider-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-zenrows.json",
        "title": "Olostep vs ZenRows",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-zenrows"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-zyte.json",
        "title": "Olostep vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-olostep.json",
        "title": "Firecrawl MCP vs Olostep",
        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-olostep"
      },
      {
        "json": "https://www.anchorterminal.com/compare/apify-mcp-vs-jevcrawl.json",
        "title": "Apify MCP Server vs jevcrawl",
        "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-jevcrawl"
      },
      {
        "json": "https://www.anchorterminal.com/compare/apify-mcp-vs-olostep.json",
        "title": "Apify MCP Server vs Olostep",
        "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-olostep"
      },
      {
        "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-jevcrawl.json",
        "title": "Firecrawl MCP vs jevcrawl",
        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-jevcrawl"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapegraphai.json",
        "title": "jevcrawl vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeless.json",
        "title": "jevcrawl vs Scrapeless",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scraperapi.json",
        "title": "jevcrawl vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scraperapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapfly.json",
        "title": "jevcrawl vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-spider-cloud.json",
        "title": "jevcrawl vs Spider",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-spider-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/diffbot-vs-jevcrawl.json",
        "title": "Diffbot vs jevcrawl",
        "url": "https://www.anchorterminal.com/compare/diffbot-vs-jevcrawl"
      },
      {
        "json": "https://www.anchorterminal.com/compare/diffbot-vs-olostep.json",
        "title": "Diffbot vs Olostep",
        "url": "https://www.anchorterminal.com/compare/diffbot-vs-olostep"
      }
    ],
    "scores": [
      {
        "by": 8,
        "edge": "jevcrawl",
        "jevcrawl": 68,
        "key": "reliability",
        "name": "Reliability",
        "olostep": 60,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 3,
        "edge": "olostep",
        "jevcrawl": 81,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "olostep": 84,
        "weight": 13
      },
      {
        "by": 7,
        "edge": "olostep",
        "jevcrawl": 80,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "olostep": 87,
        "weight": 13
      },
      {
        "by": 31,
        "edge": "jevcrawl",
        "jevcrawl": 59,
        "key": "security",
        "name": "Security \u0026 auth",
        "olostep": 28,
        "weight": 14
      },
      {
        "by": 35,
        "edge": "olostep",
        "jevcrawl": 30,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "olostep": 65,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 10,
        "edge": "jevcrawl",
        "jevcrawl": 68,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "olostep": 58,
        "weight": 7
      },
      {
        "by": 13,
        "edge": "olostep",
        "jevcrawl": 45,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "olostep": 58,
        "weight": 7
      }
    ],
    "summary": "jevcrawl and Olostep score within a point of each other on agent readiness, 63.7 (B) and 63 (B). Olostep leads on agent ergonomics, payments \u0026 pricing and transparency \u0026 trust. Both do crawling.",
    "verdicts": {
      "jevcrawl": "Three compact, typed MCP tools return verbatim passages with source URLs, cost and stop reasons, and errors arrive as codes with instructions. The project is three days old and alpha, it depends on TypeSafe's paid Jev API, which is in early access with no free tier found, and it does not block crawls of private or local addresses.",
      "olostep": "OpenAPI 3.0.3 for every endpoint and a structured error body. The x402 challenge came back with no payment requirements in our probe."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/jevcrawl-vs-olostep",
    "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-olostep.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/jevcrawl-vs-olostep.md",
    "slim": "https://www.anchorterminal.com/compare/jevcrawl-vs-olostep.min.md"
  },
  "markdown": "jevcrawl and Olostep score within a point of each other on agent readiness, 63.7 (B) and 63 (B). Olostep leads on agent ergonomics, payments \u0026 pricing and transparency \u0026 trust. Both do crawling.\n\n- jevcrawl: grade B, 63.7/100, rank #409 of 1094. Markdown https://www.anchorterminal.com/tools/jevcrawl.md · JSON https://www.anchorterminal.com/api/v1/tools/jevcrawl.json\n- Olostep: grade B, 63/100, rank #441 of 1094. Markdown https://www.anchorterminal.com/tools/olostep.md · JSON https://www.anchorterminal.com/api/v1/tools/olostep.json\n- Best web scraping and crawling APIs for AI agents: https://www.anchorterminal.com/best/web-scrapers/index.md\n- All 204 scrapers comparisons: https://www.anchorterminal.com/compare/web-scrapers/index.md\n\n## Which one, for what\n\n### jevcrawl (B)\n\nGood for: An agent that must find one answer several clicks deep on a documentation or help site and wants a few thousand tokens back instead of whole pages.\n\nAhead on:\n- Reliability, 68 against 60\n- Security \u0026 auth, 59 against 28\n- Maintenance \u0026 community, 68 against 58\n\nAlso in its favour:\n- Open source\n\nWatch for: First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer\n\n### Olostep (B)\n\nGood for: Bulk scraping on a budget and for batch jobs of thousands of URLs.\n\nAhead on:\n- Agent ergonomics, 87 against 80\n- Payments \u0026 pricing, 65 against 30\n- Transparency \u0026 trust, 58 against 45\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n- Free to start without a card\n\nWatch for: The x402 challenge came back with no payment requirements in our probe\n\n\n## Score by category\n\n| Category | Weight | jevcrawl | Olostep | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 68 | 60 | jevcrawl +8 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 81 | 84 | Olostep +3 |\n| Agent ergonomics | 13% (16.2 this run) | 80 | 87 | Olostep +7 |\n| Security \u0026 auth | 14% (17.5 this run) | 59 | 28 | jevcrawl +31 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 65 | Olostep +35 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 68 | 58 | jevcrawl +10 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 45 | 58 | Olostep +13 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **63.7 · B** | **63 · B** | |\n\n## Facts side by side\n\n| Fact | jevcrawl | Olostep |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | Rayen Mlayeh | Olostep Technologies, Inc. |\n| Hosted endpoint | no (local only) | `https://api.olostep.com` |\n| Transports | stdio | HTTP, Streamable HTTP, stdio |\n| Auth | API key | API key |\n| Pricing | Pay per use | Freemium |\n| x402 | no | payer tooling only |\n| Licence | Apache-2.0 | MIT |\n| Tools exposed | 3 | 11 |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| MCP registry | not listed | `io.github.olostep/olostep-mcp-server` |\n| Last release | 2026-10-15 | 2026-07-15 |\n| Terms last updated | no document linked | 2025-07-15 |\n| Privacy policy last updated | no document linked | 2025-07-15 |\n| Customer content may train models |  | not found in the text |\n| Terms restrict automated access |  | not found in the text |\n| Terms restrict benchmarking |  | not found in the text |\n| Terms or service can change without notice |  | yes |\n| Arbitration or class-action waiver |  | not found in the text |\n| Popularity | 60 stars, 204 PyPI/wk | 24 stars, 8.9k npm/wk, 2k PyPI/wk |\n| Agent reviews | none | 3.5/5 (2) |\n\n## Verdicts\n\n**jevcrawl.** Three compact, typed MCP tools return verbatim passages with source URLs, cost and stop reasons, and errors arrive as codes with instructions. The project is three days old and alpha, it depends on TypeSafe's paid Jev API, which is in early access with no free tier found, and it does not block crawls of private or local addresses.\n\n**Olostep.** OpenAPI 3.0.3 for every endpoint and a structured error body. The x402 challenge came back with no payment requirements in our probe.\n\n## Before you call either\n\n### jevcrawl\n\n1. Phrase `goal` as one specific question and start with `max_pages` between 10 and 30\n2. Check `stats.stopped_because` and `stats.degraded`, and read `uncertain` before reporting that something is missing\n3. Use `scrape` without a goal when you need a whole page, since it makes no paid Jev call and needs no key\n4. Handle `{\"error\": code, \"message\": ...}` results, for example `auth_error` means `TYPESAFE_API_KEY` is missing or rejected\n5. Pages in `stats.needs_js_urls` were not read. Tell the user rather than guessing their content\n\n### Olostep\n\n1. For more than a handful of URLs use /v1/batches, then page results with the cursor\n2. Pass `storage.expires_in` if you need results after about 7 days\n3. Don't ask for json output without a `parser` or an `llm_extract` schema\n4. Hosted MCP wants `Authorization: Bearer`, stdio wants OLOSTEP_API_KEY. Mixing them up shows 0 tools\n5. Check the 402 body before paying over x402. Our probe got an empty one\n\n## Questions\n\n### Which is better for AI agents, jevcrawl or Olostep?\n\njevcrawl and Olostep score within a point of each other on agent readiness, 63.7 (B) and 63 (B). Olostep leads on agent ergonomics, payments \u0026 pricing and transparency \u0026 trust.\n\n### Do jevcrawl and Olostep need an API key?\n\nBoth need an API key.\n\n### Can an agent call jevcrawl and Olostep without installing anything?\n\njevcrawl runs on your own machine, with no hosted endpoint listed. Olostep has a hosted endpoint at https://api.olostep.com.\n\n### Are jevcrawl and Olostep open source?\n\njevcrawl is open source (Apache-2.0). No open-source release is listed for Olostep.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/jevcrawl-vs-olostep.json, and with the fewest tokens: https://www.anchorterminal.com/compare/jevcrawl-vs-olostep.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"jevcrawl\", \"b\": \"olostep\"}`. From a terminal: `anchor compare jevcrawl olostep`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/jevcrawl.json and https://www.anchorterminal.com/api/v1/tools/olostep.json\n\n## Other comparisons with jevcrawl or Olostep\n\n- [Bright Data vs jevcrawl](https://www.anchorterminal.com/compare/bright-data-vs-jevcrawl.md)\n- [Bright Data vs Olostep](https://www.anchorterminal.com/compare/bright-data-vs-olostep.md)\n- [Context.dev vs jevcrawl](https://www.anchorterminal.com/compare/context-dev-vs-jevcrawl.md)\n- [Context.dev vs Olostep](https://www.anchorterminal.com/compare/context-dev-vs-olostep.md)\n- [jevcrawl vs Jina Reader](https://www.anchorterminal.com/compare/jevcrawl-vs-jina-reader.md)\n- [jevcrawl vs Oxylabs Web Scraper API](https://www.anchorterminal.com/compare/jevcrawl-vs-oxylabs-web-scraper.md)\n- [jevcrawl vs Scrape.do](https://www.anchorterminal.com/compare/jevcrawl-vs-scrape-do.md)\n- [jevcrawl vs ScrapingAnt](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingant.md)\n- [jevcrawl vs ScrapingBee](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingbee.md)\n- [jevcrawl vs Scrapingdog](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingdog.md)\n- [jevcrawl vs ZenRows](https://www.anchorterminal.com/compare/jevcrawl-vs-zenrows.md)\n- [jevcrawl vs Zyte API](https://www.anchorterminal.com/compare/jevcrawl-vs-zyte.md)\n- [Jina Reader vs Olostep](https://www.anchorterminal.com/compare/jina-reader-vs-olostep.md)\n- [Olostep vs Oxylabs Web Scraper API](https://www.anchorterminal.com/compare/olostep-vs-oxylabs-web-scraper.md)\n- [Olostep vs Scrape.do](https://www.anchorterminal.com/compare/olostep-vs-scrape-do.md)\n- [Olostep vs ScrapeGraphAI](https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai.md)\n- [Olostep vs Scrapeless](https://www.anchorterminal.com/compare/olostep-vs-scrapeless.md)\n- [Olostep vs ScraperAPI](https://www.anchorterminal.com/compare/olostep-vs-scraperapi.md)\n- [Olostep vs Scrapfly](https://www.anchorterminal.com/compare/olostep-vs-scrapfly.md)\n- [Olostep vs ScrapingAnt](https://www.anchorterminal.com/compare/olostep-vs-scrapingant.md)\n- [Olostep vs ScrapingBee](https://www.anchorterminal.com/compare/olostep-vs-scrapingbee.md)\n- [Olostep vs Scrapingdog](https://www.anchorterminal.com/compare/olostep-vs-scrapingdog.md)\n- [Olostep vs Spider](https://www.anchorterminal.com/compare/olostep-vs-spider-cloud.md)\n- [Olostep vs ZenRows](https://www.anchorterminal.com/compare/olostep-vs-zenrows.md)\n- [Olostep vs Zyte API](https://www.anchorterminal.com/compare/olostep-vs-zyte.md)\n- [Firecrawl MCP vs Olostep](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-olostep.md)\n- [Apify MCP Server vs jevcrawl](https://www.anchorterminal.com/compare/apify-mcp-vs-jevcrawl.md)\n- [Apify MCP Server vs Olostep](https://www.anchorterminal.com/compare/apify-mcp-vs-olostep.md)\n- [Firecrawl MCP vs jevcrawl](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-jevcrawl.md)\n- [jevcrawl vs ScrapeGraphAI](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapegraphai.md)\n- [jevcrawl vs Scrapeless](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeless.md)\n- [jevcrawl vs ScraperAPI](https://www.anchorterminal.com/compare/jevcrawl-vs-scraperapi.md)\n- [jevcrawl vs Scrapfly](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapfly.md)\n- [jevcrawl vs Spider](https://www.anchorterminal.com/compare/jevcrawl-vs-spider-cloud.md)\n- [Diffbot vs jevcrawl](https://www.anchorterminal.com/compare/diffbot-vs-jevcrawl.md)\n- [Diffbot vs Olostep](https://www.anchorterminal.com/compare/diffbot-vs-olostep.md)\n",
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