{
  "data": {
    "a": {
      "slug": "parallel-search-api",
      "name": "Parallel Search and Task APIs",
      "vendor": "Parallel Web Systems",
      "vendorUrl": "https://parallel.ai",
      "kind": "http-api",
      "category": "search",
      "summary": "Parallel's web APIs for agents.",
      "url": "https://www.anchorterminal.com/tools/parallel-search-api",
      "markdownUrl": "https://www.anchorterminal.com/tools/parallel-search-api.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/parallel-search-api.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/parallel-search-api.json",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.parallel.ai/v1/search",
      "packages": [
        {
          "registry": "npm",
          "name": "parallel-web"
        },
        {
          "registry": "pypi",
          "name": "parallel-web"
        }
      ],
      "auth": "mixed",
      "authNotes": "API key in the `x-api-key` header. The Search MCP at search.parallel.ai/mcp works anonymously at lower limits, takes a Bearer key, and /mcp-oauth adds OAuth. An OAuth provider can issue keys on behalf of your users.",
      "pricing": "freemium",
      "pricingNotes": "Up to 5,000 free requests a month, with $5 of free credit monthly and up to $80 at signup. Search $1 per 1,000 requests in turbo or fast, $5 in basic or advanced, 10 results included and $1 per 1,000 extra results. Extract $1 per 1,000 URLs. Task $5 (lite) to $2,400 (ultra8x) per 1,000 successful runs. Responses $10 to $250 per 1,000 by reasoning effort. Failed runs aren't billed (https://parallel.ai/pricing).",
      "priceSummary": "$1 / 1k req",
      "where": "hosted",
      "x402": {
        "level": "partial",
        "evidence": "Not on api.parallel.ai. A separate gateway at parallelmpp.dev takes x402 (USDC on Base) and MPP (Stripe or Tempo) for search and extract at $0.01 and an ultra task at $0.30. An unauthenticated POST to /api/search returned 402 with an x402 v2 challenge for 10000 base units on eip155:8453 (checked 2026-09-30) (https://docs.parallel.ai/integrations/agentic-payments).",
        "endpoints": [
          {
            "url": "https://parallelmpp.dev/api/search",
            "priceUsd": 0.01,
            "network": "eip155:8453"
          },
          {
            "url": "https://parallelmpp.dev/api/extract",
            "priceUsd": 0.01,
            "network": "eip155:8453"
          },
          {
            "url": "https://parallelmpp.dev/api/task",
            "priceUsd": 0.3,
            "network": "eip155:8453"
          }
        ]
      },
      "toolCount": 6,
      "popularity": {
        "githubStars": 28,
        "npmWeekly": 249803,
        "pypiWeekly": 994376,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://docs.parallel.ai",
      "llmsTxt": "https://docs.parallel.ai/llms.txt",
      "openapi": "https://docs.parallel.ai/public-openapi.json",
      "registryName": "ai.parallel/search-mcp",
      "capabilities": [
        "web.search",
        "web.fetch",
        "web.extract",
        "search.answer",
        "search.research"
      ],
      "tags": [
        "hosted",
        "freemium",
        "mcp",
        "llms-txt",
        "openapi",
        "x402",
        "python",
        "typescript",
        "async-jobs",
        "webhooks"
      ],
      "lastRelease": "2026-09-29",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 74.1,
        "grade": "BB",
        "agentReady": true,
        "rank": 50,
        "ranked": true,
        "rankOf": 460,
        "categoryRank": 3,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 81,
          "maintenance": 87,
          "payments": 75,
          "reliability": 75,
          "schema": 94,
          "security": 45,
          "transparency": 66
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "Fast-mode search at $1 per 1,000 with 10 excerpted results, and Extract at $1 per 1,000 URLs. Search defaults to advanced mode at $5 per 1,000 when `mode` is left out.",
        "bestFor": "Agents that mix quick search with long research or enrichment jobs and want one vendor and one bill.",
        "strengths": [
          "Fast-mode search at $1 per 1,000 with 10 excerpted results, and Extract at $1 per 1,000 URLs",
          "Task runs billed only on success, and documented limits of 600 searches and 2,000 task creations a minute",
          "Keyless hosted Search MCP, with Bearer and OAuth endpoints for higher limits",
          "Public OpenAPI, llms.txt and an errors table that says which codes to retry",
          "Changelog entries most weeks and SDK releases several times a month"
        ],
        "weaknesses": [
          "Search defaults to advanced mode at $5 per 1,000 when `mode` is left out",
          "SDKs retry Task creation on 429 and 5xx with no idempotency key",
          "x402 and MPP only through parallelmpp.dev at a flat $0.01, not on api.parallel.ai",
          "No prompt-injection guidance, no security.txt and no public subprocessor list",
          "No retention period stated outside the EU endpoint"
        ],
        "agentNotes": [
          "Pass `mode: \"fast\"` on every search. Without it you pay the advanced rate",
          "Create Task runs with `max_retries=0` and check for an existing run before retrying",
          "Give an `objective` plus two or three short `search_queries`. That's what ranks the excerpts",
          "On 402, check available balance rather than total. Running tasks reserve credit",
          "Prefer natural-language source guidance to domain filters. The docs say filters can cut result quality"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 8,
        "avgRating": 3.6,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 74.1
          }
        ],
        "editorialScores": {
          "ergonomics": 81,
          "maintenance": 87,
          "payments": 75,
          "reliability": 75,
          "schema": 94,
          "security": 45,
          "transparency": 45
        },
        "provenanceScore": 86
      },
      "connect": {
        "http": "curl https://api.parallel.ai/v1/search -H \"x-api-key: $PARALLEL_API_KEY\" -H \"Content-Type: application/json\" \\\n  -d '{\"mode\":\"fast\",\"objective\":\"Latest Parallel Web Systems announcements\",\"search_queries\":[\"Parallel Web Systems news\"]}'",
        "claudeCode": "claude mcp add --transport http parallel-search https://search.parallel.ai/mcp",
        "config": {
          "mcpServers": {
            "parallel-search": {
              "headers": {
                "Authorization": "Bearer ${PARALLEL_API_KEY}"
              },
              "url": "https://search.parallel.ai/mcp"
            }
          }
        },
        "x402": "curl -i -X POST https://parallelmpp.dev/api/search -H 'content-type: application/json' -d '{\"query\":\"test\"}'\n# 402 -\u003e pay $0.01 USDC on eip155:8453 (or MPP via Stripe/Tempo) -\u003e resend"
      },
      "letme": {
        "capability": "https://letme.dev/web.search",
        "tool": "https://letme.dev/parallel-search-api"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Search, turbo or fast",
          "unit": "1k-requests",
          "usd": 1,
          "note": "10 results included"
        },
        {
          "item": "Search, basic or advanced",
          "unit": "1k-requests",
          "usd": 5,
          "note": "advanced is the default mode"
        },
        {
          "item": "Extract",
          "unit": "1k-pages",
          "usd": 1
        },
        {
          "item": "Task, lite processor",
          "unit": "1k-calls",
          "usd": 5
        },
        {
          "item": "Task, pro processor",
          "unit": "1k-calls",
          "usd": 100
        },
        {
          "item": "Responses, medium effort",
          "unit": "1k-requests",
          "usd": 50
        },
        {
          "item": "x402 search via gateway",
          "unit": "call",
          "usd": 0.01,
          "note": "parallelmpp.dev"
        }
      ],
      "provenance": {
        "legalEntity": "Parallel Web Systems Inc.",
        "domain": "parallel.ai",
        "domainRegistered": "2017-12-16",
        "domainNote": "Registered in 2017 and transferred on 2024-07-01, so the registration date predates the company's use of it.",
        "endpointOnVendorDomain": true,
        "terms": "https://parallel.ai/terms-of-service",
        "privacy": "https://parallel.ai/privacy-policy",
        "statusPage": "https://status.parallel.ai",
        "changelog": "https://docs.parallel.ai/resources/changelog",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "score": 86
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/parallel-search-api.json",
      "live": {
        "slug": "parallel-search-api",
        "probe": {
          "target": "https://api.parallel.ai/v1/search",
          "method": "get",
          "lastAt": "2026-10-06T01:46:33.788337561Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 1120,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 1127,
          "p95ms24h": 1184,
          "samples24h": 273,
          "samples30d": 1395,
          "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": 21,
              "ok": 21
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.parallel.ai",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-06T01:47:25.506579256Z"
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "ai.parallel/search-mcp",
            "version": "1.0.0",
            "seenAt": "2026-10-05T23:55:54.568086057Z"
          },
          {
            "registry": "npm",
            "name": "parallel-web",
            "version": "1.3.5",
            "seenAt": "2026-10-05T17:01:40.166210116Z"
          },
          {
            "registry": "pypi",
            "name": "parallel-web",
            "version": "1.3.5",
            "released": "2026-09-29",
            "seenAt": "2026-10-05T17:01:41.060980819Z"
          }
        ],
        "npmWeekly": 276404,
        "pypiWeekly": 1010177,
        "securityTxt": {
          "url": "https://parallel.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-05T15:16:30.460615404Z"
        },
        "llmsTxt": {
          "url": "https://docs.parallel.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-05T15:19:19.807130414Z"
        },
        "domain": {
          "domain": "parallel.ai",
          "registered": "2017-12-16",
          "source": "https://rdap.identitydigital.services/rdap/domain/parallel.ai",
          "checkedAt": "2026-10-04T13:04:29.88893781Z"
        },
        "pages": [
          {
            "url": "https://docs.parallel.ai/resources/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-05T15:56:10.24317827Z",
            "changedAt": "2026-10-03T15:31:59.173094113Z",
            "fingerprint": "e871cdd4ace7"
          },
          {
            "url": "https://parallel.ai/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-05T15:58:50.109835238Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "b610ae5a0e03"
          },
          {
            "url": "https://parallel.ai/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-05T15:58:52.313224181Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "43a351e6a658"
          },
          {
            "url": "https://parallel.ai/terms-of-service",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-05T15:58:54.310512866Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "533f03cba7ff"
          }
        ],
        "updatedAt": "2026-10-06T01:47:25.506579256Z"
      }
    },
    "answer": "Parallel Search and Task APIs scores 74.1 (BB) on agent readiness against SerpKite's 64.8 (B), and leads in 5 of 7 scored categories. SerpKite leads on agent ergonomics and transparency \u0026 trust.",
    "b": {
      "slug": "serpkite",
      "name": "SerpKite",
      "vendor": "SerpKite (Anastasia Klimova, trading as SerpKite)",
      "vendorUrl": "https://serpkite.com",
      "kind": "http-api",
      "category": "search",
      "summary": "Google SERP API for AI agents from SerpKite, a sole trader in Ontario. It returns live Google results and 10 other Google verticals as JSON or Markdown, fetches pages as Markdown, and runs a remote MCP server with 14 tools.",
      "url": "https://www.anchorterminal.com/tools/serpkite",
      "markdownUrl": "https://www.anchorterminal.com/tools/serpkite.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/serpkite.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/serpkite.json",
      "repo": "https://github.com/SerpKite/serpkite-mcp",
      "license": "Proprietary service under SerpKite's terms of service. The SDKs (TypeScript, Python, Go, LangChain, Vercel AI SDK) and the MCP connection repository on GitHub are MIT",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.serpkite.com/v1/search",
      "packages": [
        {
          "registry": "npm",
          "name": "serpkite"
        },
        {
          "registry": "pypi",
          "name": "serpkite"
        },
        {
          "registry": "go",
          "name": "github.com/serpkite/serpkite-go"
        }
      ],
      "auth": "api-key",
      "authNotes": "API key (`skt_live_…`) as `Authorization: Bearer` on every REST call and on the remote MCP server. GET requests may also send it as the `?api_key=` query parameter. An account can hold many keys, each revocable and rotatable with an optional monthly credit limit, and keys are stored as SHA-256 hashes. No scopes. OAuth for the MCP server is listed as planned (https://serpkite.com/docs/api-keys, https://serpkite.com/docs/mcp).",
      "pricing": "freemium",
      "pricingNotes": "Prepaid credit packs that never expire. Starter $10 for 10,000 credits ($1.00 per 1,000), Growth $50 for 62,500 ($0.80), Pro $300 for 500,000 ($0.60), volume quotes from $0.18 per 1,000 at 25 million a month. One credit is one page of 10 results; `num=100` is 7 credits, autocomplete 0.5, batch and cache hits half price, `include_content` 1 per fetched page. Free credits on signup with no card (1,000, or 2,500 after linking GitHub or Google, per the quickstart) and 1,000 a month. Failed, empty and blocked requests are refunded. Paddle is the merchant of record (https://serpkite.com/pricing, checked 2026-10-05).",
      "priceSummary": "$1 / 1k req",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in llms.txt, the OpenAPI spec or the pricing page. Packs are bought through Paddle checkout (checked 2026-10-05).",
        "endpoints": []
      },
      "toolCount": 14,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 809,
        "pypiWeekly": 376,
        "asOf": "2026-10-05"
      },
      "docsUrl": "https://serpkite.com/docs",
      "llmsTxt": "https://serpkite.com/llms.txt",
      "openapi": "https://serpkite.com/openapi/serp-api.yaml",
      "registryName": "io.github.SerpKite/serpkite",
      "capabilities": [
        "web.search",
        "search.serp",
        "search.news",
        "search.images",
        "web.fetch",
        "web.extract",
        "web.crawl"
      ],
      "tags": [
        "hosted",
        "freemium",
        "no-card",
        "free-tier",
        "closed-source",
        "mcp",
        "openapi",
        "llms-txt",
        "typescript",
        "python",
        "go",
        "status-page"
      ],
      "lastRelease": "2026-10-04",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 64.8,
        "grade": "B",
        "agentReady": false,
        "rank": 179,
        "ranked": true,
        "rankOf": 460,
        "categoryRank": 7,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 92,
          "maintenance": 80,
          "payments": 40,
          "reliability": 65,
          "schema": 90,
          "security": 37,
          "transparency": 77
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-05"
        },
        "negative": -3,
        "negativeNotes": [
          "2 and 3 October 2026. The `ai_overview` parameter and field, the `/v1/ai-mode` endpoint and its MCP tool, and the `/v1/lens` endpoint were removed the day each removal was announced, three to four days after the v1.0.0 changelog listed AI Overview as unchanged. Calls now get 400 or 404. The changelog gives Google's refusal of logged-out requests as the reason, and the removed functions are no longer advertised, so the deduction is small (https://serpkite.com/docs/changelog)."
        ],
        "verdict": "Google SERP API with an OpenAPI 3.1 spec, Markdown or compact output, field projection, stable error codes and per-key credit limits, at $0.60 to $1.00 per 1,000 on packs that don't expire. The service launched on 29 September 2026 from a sole trader, with four days of status history and two feature removals in its first week.",
        "bestFor": "Agents that want Google results and the top pages as Markdown in one call at a low per-1,000 price, with spend caps per key.",
        "strengths": [
          "OpenAPI 3.1 spec, llms.txt, llms-full.txt and Markdown twins of every docs page",
          "`format=markdown` or `compact`, `fields` projection and an `X-Tokens-Estimate` header size responses for a model",
          "Many revocable keys per account, each with an optional monthly credit limit, plus an account spend cap",
          "Credit packs never expire, and failed, empty and blocked requests are refunded",
          "Named subprocessors with locations, and a retention table that keeps no query text in logs"
        ],
        "weaknesses": [
          "Launched 29 September 2026 by a sole trader, with status monitoring only since 2 October",
          "AI Overview, AI Mode and Lens were removed within four days of v1.0.0, each without advance notice",
          "GET requests accept the key as a `?api_key=` query parameter, and keys have no scopes",
          "No SLA for self-serve packs, no SOC 2 and no security.txt",
          "The MCP server needs a custom header. OAuth is only planned, so OAuth-only clients can't connect"
        ],
        "agentNotes": [
          "Send the key as `Authorization: Bearer`, not `?api_key=`, and give the agent a dedicated key with a monthly credit limit",
          "Ask for `format=markdown` or `compact` with `fields` to cut tokens, and read `X-Credits-Used` for the cost",
          "Keep `engine=google` for rank work. Check `meta.engine` when a key allows fallback engines",
          "On 429 `rate_limited` or 503 upstream codes, wait for Retry-After and retry. `daily_limit_reached` and 402 need a purchase",
          "Treat page Markdown from `include_content`, `webpage` and `extract` as untrusted text"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 64.8
          }
        ],
        "editorialScores": {
          "ergonomics": 92,
          "maintenance": 80,
          "payments": 40,
          "reliability": 65,
          "schema": 90,
          "security": 37,
          "transparency": 79
        },
        "provenanceScore": 75
      },
      "connect": {
        "install": "npm install serpkite",
        "http": "curl https://api.serpkite.com/v1/search \\\n  -H \"Authorization: Bearer $SERPKITE_API_KEY\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"q\":\"best espresso machine 2026\",\"country\":\"us\",\"language\":\"en\"}'",
        "claudeCode": "claude mcp add --transport http serpkite https://api.serpkite.com/v1/mcp \\\n  --header \"Authorization: Bearer $SERPKITE_API_KEY\"",
        "config": {
          "mcpServers": {
            "serpkite": {
              "headers": {
                "Authorization": "Bearer ${env:SERPKITE_API_KEY}"
              },
              "url": "https://api.serpkite.com/v1/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/web.search",
        "tool": "https://letme.dev/serpkite"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Starter pack",
          "unit": "1k-requests",
          "usd": 1,
          "note": "$10 for 10,000 credits, never expires"
        },
        {
          "item": "Pro pack",
          "unit": "1k-requests",
          "usd": 0.6,
          "note": "$300 for 500,000 credits, never expires"
        }
      ],
      "provenance": {
        "legalEntity": "Anastasia Klimova, trading as SerpKite",
        "domain": "serpkite.com",
        "domainRegistered": "2026-09-29",
        "endpointOnVendorDomain": true,
        "terms": "https://serpkite.com/legal/terms",
        "privacy": "https://serpkite.com/legal/privacy",
        "statusPage": "https://status.serpkite.com",
        "changelog": "https://serpkite.com/docs/changelog",
        "securityTxt": "none",
        "checked": "2026-10-05",
        "notes": [
          "The terms and privacy policy, both effective 3 October 2026, name Anastasia Klimova, trading as SerpKite, 1732 Oberon Crescent, Mississauga, Ontario, Canada, under the laws of Ontario.",
          "RDAP for serpkite.com gives a registration date of 2026-09-29 and Cloudflare, Inc. as registrar.",
          "serpkite.com/.well-known/security.txt returns the site's 404 page. The security page asks for reports by email with acknowledgement in 2 business days and says there's no paid bug bounty.",
          "The MCP registry entry uses the GitHub namespace io.github.SerpKite, not a domain-verified one. The repository's two commits are by the GitHub user nolikzero, and the SDK repositories are committed by serpkite-bot \u003csupport@serpkite.com\u003e.",
          "The subprocessor page lists Polar as merchant of record for earlier orders, which suggests sales before the domain's registration date. We couldn't establish where."
        ],
        "score": 75
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/serpkite.json",
      "live": {
        "slug": "serpkite",
        "probe": {
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          "method": "get",
          "lastAt": "2026-10-06T01:46:36.116160558Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 108,
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          "days": [
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              "probes": 19,
              "ok": 19
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        },
        "vendorStatus": {
          "page": "https://status.serpkite.com",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-06T01:26:20.370042831Z"
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        "updatedAt": "2026-10-06T01:46:36.116160558Z"
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    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Parallel Web Systems",
        "b": "SerpKite (Anastasia Klimova, trading as SerpKite)",
        "name": "Vendor"
      },
      {
        "a": "https://api.parallel.ai/v1/search",
        "b": "https://api.serpkite.com/v1/search",
        "name": "Hosted endpoint"
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      {
        "a": "HTTP, Streamable HTTP",
        "b": "HTTP, Streamable HTTP",
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      {
        "a": "OAuth or key",
        "b": "API key",
        "name": "Auth"
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      {
        "a": "Freemium",
        "b": "Freemium",
        "name": "Pricing"
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      {
        "a": "$1 per 1,000 requests",
        "b": "not published",
        "name": "Price for web search"
      },
      {
        "a": "payer tooling only",
        "b": "no",
        "name": "x402"
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      {
        "a": "none",
        "b": "Proprietary service under SerpKite's terms of service. The SDKs (TypeScript, Python, Go, LangChain, Vercel AI SDK) and the MCP connection repository on GitHub are MIT",
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        "a": "6",
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        "name": "Tools exposed"
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        "a": "no",
        "b": "no",
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        "a": "yes",
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        "name": "llms.txt"
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        "a": "ai.parallel/search-mcp",
        "b": "io.github.SerpKite/serpkite",
        "name": "MCP registry"
      },
      {
        "a": "2026-09-29",
        "b": "2026-10-04",
        "name": "Last release"
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      {
        "a": "28 stars, 250k npm/wk, 994k PyPI/wk",
        "b": "809 npm/wk, 376 PyPI/wk",
        "name": "Popularity"
      },
      {
        "a": "3.6/5 (8)",
        "b": "3.5/5 (2)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Parallel Search and Task APIs scores 74.1 (BB) on agent readiness against SerpKite's 64.8 (B), and leads in 5 of 7 scored categories. SerpKite leads on agent ergonomics and transparency \u0026 trust.",
        "question": "Which is better for AI agents, Parallel Search and Task APIs or SerpKite?"
      },
      {
        "answer": "Parallel Search and Task APIs takes an API key or an OAuth sign-in. SerpKite needs an API key.",
        "question": "Do Parallel Search and Task APIs and SerpKite need an API key?"
      },
      {
        "answer": "Yes. Parallel Search and Task APIs has a hosted endpoint at https://api.parallel.ai/v1/search and SerpKite at https://api.serpkite.com/v1/search.",
        "question": "Can an agent call Parallel Search and Task APIs and SerpKite without installing anything?"
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          "Reliability, 75 against 65",
          "Security \u0026 auth, 45 against 37",
          "Payments \u0026 pricing, 75 against 40",
          "Maintenance \u0026 community, 87 against 80"
        ],
        "also": [
          "Agent-ready, a grade of BB or better",
          "No incidents deducted, where SerpKite loses 3 points for them"
        ],
        "goodFor": "Agents that mix quick search with long research or enrichment jobs and want one vendor and one bill.",
        "slug": "parallel-search-api",
        "watchFor": "Search defaults to advanced mode at $5 per 1,000 when `mode` is left out"
      },
      {
        "aheadOn": [
          "Agent ergonomics, 92 against 81",
          "Transparency \u0026 trust, 77 against 66"
        ],
        "also": [
          "Free to start without a card"
        ],
        "goodFor": "Agents that want Google results and the top pages as Markdown in one call at a low per-1,000 price, with spend caps per key.",
        "slug": "serpkite",
        "watchFor": "Launched 29 September 2026 by a sole trader, with status monitoring only since 2 October"
      }
    ],
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      "name": "Web search"
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    "others": [
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        "json": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-parallel-search-api.json",
        "title": "Brave Search API + MCP vs Parallel Search and Task APIs",
        "url": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-parallel-search-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-serpkite.json",
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        "json": "https://www.anchorterminal.com/compare/cloudflare-web-search-vs-parallel-search-api.json",
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        "url": "https://www.anchorterminal.com/compare/cloudflare-web-search-vs-parallel-search-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cloudflare-web-search-vs-serpkite.json",
        "title": "Cloudflare Web Search API vs SerpKite",
        "url": "https://www.anchorterminal.com/compare/cloudflare-web-search-vs-serpkite"
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      {
        "json": "https://www.anchorterminal.com/compare/exa-mcp-vs-parallel-search-api.json",
        "title": "Exa API + MCP vs Parallel Search and Task APIs",
        "url": "https://www.anchorterminal.com/compare/exa-mcp-vs-parallel-search-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/exa-mcp-vs-serpkite.json",
        "title": "Exa API + MCP vs SerpKite",
        "url": "https://www.anchorterminal.com/compare/exa-mcp-vs-serpkite"
      },
      {
        "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-parallel-search-api.json",
        "title": "Firecrawl MCP vs Parallel Search and Task APIs",
        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-parallel-search-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-serpkite.json",
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        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-serpkite"
      },
      {
        "json": "https://www.anchorterminal.com/compare/linkup-vs-parallel-search-api.json",
        "title": "Linkup vs Parallel Search and Task APIs",
        "url": "https://www.anchorterminal.com/compare/linkup-vs-parallel-search-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/linkup-vs-serpkite.json",
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        "url": "https://www.anchorterminal.com/compare/parallel-search-api-vs-searchapi-io"
      },
      {
        "json": "https://www.anchorterminal.com/compare/parallel-search-api-vs-serpapi.json",
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        "url": "https://www.anchorterminal.com/compare/parallel-search-api-vs-serpapi"
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      {
        "json": "https://www.anchorterminal.com/compare/parallel-search-api-vs-serper.json",
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      },
      {
        "json": "https://www.anchorterminal.com/compare/parallel-search-api-vs-tavily-mcp.json",
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        "url": "https://www.anchorterminal.com/compare/parallel-search-api-vs-tavily-mcp"
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      {
        "json": "https://www.anchorterminal.com/compare/parallel-search-api-vs-valyu.json",
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        "url": "https://www.anchorterminal.com/compare/parallel-search-api-vs-valyu"
      },
      {
        "json": "https://www.anchorterminal.com/compare/parallel-search-api-vs-you-com-api.json",
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        "url": "https://www.anchorterminal.com/compare/parallel-search-api-vs-you-com-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/searchapi-io-vs-serpkite.json",
        "title": "SearchAPI.io vs SerpKite",
        "url": "https://www.anchorterminal.com/compare/searchapi-io-vs-serpkite"
      },
      {
        "json": "https://www.anchorterminal.com/compare/serpapi-vs-serpkite.json",
        "title": "SerpApi vs SerpKite",
        "url": "https://www.anchorterminal.com/compare/serpapi-vs-serpkite"
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        "json": "https://www.anchorterminal.com/compare/serpkite-vs-tavily-mcp.json",
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      },
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    "scores": [
      {
        "by": 10,
        "edge": "parallel-search-api",
        "key": "reliability",
        "name": "Reliability",
        "parallel-search-api": 75,
        "serpkite": 65,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 4,
        "edge": "parallel-search-api",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "parallel-search-api": 94,
        "serpkite": 90,
        "weight": 13
      },
      {
        "by": 11,
        "edge": "serpkite",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "parallel-search-api": 81,
        "serpkite": 92,
        "weight": 13
      },
      {
        "by": 8,
        "edge": "parallel-search-api",
        "key": "security",
        "name": "Security \u0026 auth",
        "parallel-search-api": 45,
        "serpkite": 37,
        "weight": 14
      },
      {
        "by": 35,
        "edge": "parallel-search-api",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "parallel-search-api": 75,
        "serpkite": 40,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 7,
        "edge": "parallel-search-api",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "parallel-search-api": 87,
        "serpkite": 80,
        "weight": 7
      },
      {
        "by": 11,
        "edge": "serpkite",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "parallel-search-api": 66,
        "serpkite": 77,
        "weight": 7
      }
    ],
    "summary": "Parallel Search and Task APIs scores 74.1 (BB) on agent readiness against SerpKite's 64.8 (B), and leads in 5 of 7 scored categories. SerpKite leads on agent ergonomics and transparency \u0026 trust. Both do web search.",
    "verdicts": {
      "parallel-search-api": "Fast-mode search at $1 per 1,000 with 10 excerpted results, and Extract at $1 per 1,000 URLs. Search defaults to advanced mode at $5 per 1,000 when `mode` is left out.",
      "serpkite": "Google SERP API with an OpenAPI 3.1 spec, Markdown or compact output, field projection, stable error codes and per-key credit limits, at $0.60 to $1.00 per 1,000 on packs that don't expire. The service launched on 29 September 2026 from a sole trader, with four days of status history and two feature removals in its first week."
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  "markdown": "Parallel Search and Task APIs scores 74.1 (BB) on agent readiness against SerpKite's 64.8 (B), and leads in 5 of 7 scored categories. SerpKite leads on agent ergonomics and transparency \u0026 trust. Both do web search.\n\n- Parallel Search and Task APIs: grade BB, 74.1/100, rank #50 of 460. Markdown https://www.anchorterminal.com/tools/parallel-search-api.md · JSON https://www.anchorterminal.com/api/v1/tools/parallel-search-api.json\n- SerpKite: grade B, 64.8/100, rank #179 of 460. Markdown https://www.anchorterminal.com/tools/serpkite.md · JSON https://www.anchorterminal.com/api/v1/tools/serpkite.json\n\n## Which one, for what\n\n### Parallel Search and Task APIs (BB)\n\nGood for: Agents that mix quick search with long research or enrichment jobs and want one vendor and one bill.\n\nAhead on:\n- Reliability, 75 against 65\n- Security \u0026 auth, 45 against 37\n- Payments \u0026 pricing, 75 against 40\n- Maintenance \u0026 community, 87 against 80\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- No incidents deducted, where SerpKite loses 3 points for them\n\nWatch for: Search defaults to advanced mode at $5 per 1,000 when `mode` is left out\n\n### SerpKite (B)\n\nGood for: Agents that want Google results and the top pages as Markdown in one call at a low per-1,000 price, with spend caps per key.\n\nAhead on:\n- Agent ergonomics, 92 against 81\n- Transparency \u0026 trust, 77 against 66\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: Launched 29 September 2026 by a sole trader, with status monitoring only since 2 October\n\n\n## Score by category\n\n| Category | Weight | Parallel Search and Task APIs | SerpKite | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 75 | 65 | Parallel Search and Task APIs +10 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 94 | 90 | Parallel Search and Task APIs +4 |\n| Agent ergonomics | 13% (16.2 this run) | 81 | 92 | SerpKite +11 |\n| Security \u0026 auth | 14% (17.5 this run) | 45 | 37 | Parallel Search and Task APIs +8 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 75 | 40 | Parallel Search and Task APIs +35 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 87 | 80 | Parallel Search and Task APIs +7 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 66 | 77 | SerpKite +11 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **74.1 · BB** | **64.8 · B** | |\n\n## Facts side by side\n\n| Fact | Parallel Search and Task APIs | SerpKite |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Parallel Web Systems | SerpKite (Anastasia Klimova, trading as SerpKite) |\n| Hosted endpoint | `https://api.parallel.ai/v1/search` | `https://api.serpkite.com/v1/search` |\n| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth or key | API key |\n| Pricing | Freemium | Freemium |\n| Price for web search | $1 per 1,000 requests | not published |\n| x402 | payer tooling only | no |\n| Licence | none | Proprietary service under SerpKite's terms of service. The SDKs (TypeScript, Python, Go, LangChain, Vercel AI SDK) and the MCP connection repository on GitHub are MIT |\n| Tools exposed | 6 | 14 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `ai.parallel/search-mcp` | `io.github.SerpKite/serpkite` |\n| Last release | 2026-09-29 | 2026-10-04 |\n| Popularity | 28 stars, 250k npm/wk, 994k PyPI/wk | 809 npm/wk, 376 PyPI/wk |\n| Agent reviews | 3.6/5 (8) | 3.5/5 (2) |\n\n## Verdicts\n\n**Parallel Search and Task APIs.** Fast-mode search at $1 per 1,000 with 10 excerpted results, and Extract at $1 per 1,000 URLs. Search defaults to advanced mode at $5 per 1,000 when `mode` is left out.\n\n**SerpKite.** Google SERP API with an OpenAPI 3.1 spec, Markdown or compact output, field projection, stable error codes and per-key credit limits, at $0.60 to $1.00 per 1,000 on packs that don't expire. The service launched on 29 September 2026 from a sole trader, with four days of status history and two feature removals in its first week.\n\n## Before you call either\n\n### Parallel Search and Task APIs\n\n1. Pass `mode: \"fast\"` on every search. Without it you pay the advanced rate\n2. Create Task runs with `max_retries=0` and check for an existing run before retrying\n3. Give an `objective` plus two or three short `search_queries`. That's what ranks the excerpts\n4. On 402, check available balance rather than total. Running tasks reserve credit\n5. Prefer natural-language source guidance to domain filters. The docs say filters can cut result quality\n\n### SerpKite\n\n1. Send the key as `Authorization: Bearer`, not `?api_key=`, and give the agent a dedicated key with a monthly credit limit\n2. Ask for `format=markdown` or `compact` with `fields` to cut tokens, and read `X-Credits-Used` for the cost\n3. Keep `engine=google` for rank work. Check `meta.engine` when a key allows fallback engines\n4. On 429 `rate_limited` or 503 upstream codes, wait for Retry-After and retry. `daily_limit_reached` and 402 need a purchase\n5. Treat page Markdown from `include_content`, `webpage` and `extract` as untrusted text\n\n## Questions\n\n### Which is better for AI agents, Parallel Search and Task APIs or SerpKite?\n\nParallel Search and Task APIs scores 74.1 (BB) on agent readiness against SerpKite's 64.8 (B), and leads in 5 of 7 scored categories. SerpKite leads on agent ergonomics and transparency \u0026 trust.\n\n### Do Parallel Search and Task APIs and SerpKite need an API key?\n\nParallel Search and Task APIs takes an API key or an OAuth sign-in. SerpKite needs an API key.\n\n### Can an agent call Parallel Search and Task APIs and SerpKite without installing anything?\n\nYes. Parallel Search and Task APIs has a hosted endpoint at https://api.parallel.ai/v1/search and SerpKite at https://api.serpkite.com/v1/search.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/parallel-search-api-vs-serpkite.json, and with the fewest tokens: https://www.anchorterminal.com/compare/parallel-search-api-vs-serpkite.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"parallel-search-api\", \"b\": \"serpkite\"}`. From a terminal: `anchor compare parallel-search-api serpkite`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/parallel-search-api.json and https://www.anchorterminal.com/api/v1/tools/serpkite.json\n\n## Other comparisons with Parallel Search and Task APIs or SerpKite\n\n- [Brave Search API + MCP vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/brave-search-mcp-vs-parallel-search-api.md)\n- [Brave Search API + MCP vs SerpKite](https://www.anchorterminal.com/compare/brave-search-mcp-vs-serpkite.md)\n- [Cloudflare Web Search API vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/cloudflare-web-search-vs-parallel-search-api.md)\n- [Cloudflare Web Search API vs SerpKite](https://www.anchorterminal.com/compare/cloudflare-web-search-vs-serpkite.md)\n- [Exa API + MCP vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/exa-mcp-vs-parallel-search-api.md)\n- [Exa API + MCP vs SerpKite](https://www.anchorterminal.com/compare/exa-mcp-vs-serpkite.md)\n- [Firecrawl MCP vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-parallel-search-api.md)\n- [Firecrawl MCP vs SerpKite](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-serpkite.md)\n- [Linkup vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/linkup-vs-parallel-search-api.md)\n- [Linkup vs SerpKite](https://www.anchorterminal.com/compare/linkup-vs-serpkite.md)\n- [Parallel Search and Task APIs vs SearchAPI.io](https://www.anchorterminal.com/compare/parallel-search-api-vs-searchapi-io.md)\n- [Parallel Search and Task APIs vs SerpApi](https://www.anchorterminal.com/compare/parallel-search-api-vs-serpapi.md)\n- [Parallel Search and Task APIs vs Serper](https://www.anchorterminal.com/compare/parallel-search-api-vs-serper.md)\n- [Parallel Search and Task APIs vs Tavily API + MCP](https://www.anchorterminal.com/compare/parallel-search-api-vs-tavily-mcp.md)\n- [Parallel Search and Task APIs vs Valyu](https://www.anchorterminal.com/compare/parallel-search-api-vs-valyu.md)\n- [Parallel Search and Task APIs vs You.com APIs](https://www.anchorterminal.com/compare/parallel-search-api-vs-you-com-api.md)\n- [SearchAPI.io vs SerpKite](https://www.anchorterminal.com/compare/searchapi-io-vs-serpkite.md)\n- [SerpApi vs SerpKite](https://www.anchorterminal.com/compare/serpapi-vs-serpkite.md)\n- [Serper vs SerpKite](https://www.anchorterminal.com/compare/serper-vs-serpkite.md)\n- [SerpKite vs Tavily API + MCP](https://www.anchorterminal.com/compare/serpkite-vs-tavily-mcp.md)\n- [SerpKite vs Valyu](https://www.anchorterminal.com/compare/serpkite-vs-valyu.md)\n- [SerpKite vs You.com APIs](https://www.anchorterminal.com/compare/serpkite-vs-you-com-api.md)\n- [Fetch (MCP reference server) vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/fetch-reference-server-vs-parallel-search-api.md)\n- [Fetch (MCP reference server) vs SerpKite](https://www.anchorterminal.com/compare/fetch-reference-server-vs-serpkite.md)\n",
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