{ "data": { "a": { "slug": "agentcore-web-search", "name": "Web Search Tool on Amazon Bedrock AgentCore", "vendor": "Amazon Web Services", "vendorUrl": "https://aws.amazon.com/bedrock/agentcore/", "kind": "mcp", "category": "search", "summary": "Web Search Tool on Amazon Bedrock AgentCore is AWS's managed web search for agents, backed by an Amazon-operated index and knowledge graph. It runs as a connector on an AgentCore Gateway and is called as an MCP tool.", "url": "https://www.anchorterminal.com/tools/agentcore-web-search", "markdownUrl": "https://www.anchorterminal.com/tools/agentcore-web-search.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/agentcore-web-search.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/agentcore-web-search.json", "license": "Proprietary service under the AWS Customer Agreement and Service Terms, with an acceptable-use section on the tool's documentation page", "transports": [ "streamable-http" ], "remoteUrl": "https://{gateway-id}.gateway.bedrock-agentcore.{region}.amazonaws.com/mcp", "packages": [], "auth": "mixed", "authNotes": "Calls go to the owner's AgentCore Gateway, which takes OAuth JWT bearer tokens from a configured identity provider with allowed scopes, or IAM SigV4 with `bedrock-agentcore:InvokeGateway` on the gateway ARN. A no-authorisation mode exists, which AWS says not to use in production. The gateway's service role needs `bedrock-agentcore:InvokeWebSearch` on `arn:aws:bedrock-agentcore:\u003cregion\u003e:aws:tool/web-search.v1`. The agent holds no search credentials. Self-serve once an AWS account exists, with no partner or sales approval.", "pricing": "usage", "pricingNotes": "$7.00 per 1,000 queries, billed per query with no minimum, plus the Gateway's $0.005 per 1,000 invocations for each `tools/call`. No allowance specific to Web Search. New AWS accounts get up to $200 in Free Tier credits, and the Free Tier FAQ says a payment method isn't required to sign up for most new customers (https://aws.amazon.com/bedrock/agentcore/pricing/, https://aws.amazon.com/free/free-tier-faqs/, checked 2026-10-17).", "priceSummary": "$7 / 1k req", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 on the Gateway or the Web Search Tool, in the docs or on the pricing page. AgentCore payments, a separate component, lets a customer's agents pay third parties over x402 and MPP and is not a way to pay AWS (checked 2026-10-17).", "endpoints": [] }, "toolCount": 1, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-17" }, "docsUrl": "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/gateway-target-connector-web-search-tool.html", "llmsTxt": "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/llms.txt", "capabilities": [ "web.search" ], "tags": [ "hosted", "usage-priced", "closed-source", "enterprise", "llms-txt", "mcp", "free-tier", "no-card", "status-page", "soc2" ], "lastRelease": "2026-10-15", "graded": true, "anchor": { "graded": true, "score": 74.3, "grade": "BB", "agentReady": true, "rank": 76, "ranked": true, "rankOf": 1133, "categoryRank": 4, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 69, "maintenance": 80, "payments": 30, "reliability": 90, "schema": 78, "security": 85, "transparency": 77 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-17" }, "negative": 0, "verdict": "One compact MCP tool returns ranked snippets with URLs, titles and published dates from an Amazon-operated index, with domain and date filters from connector 1.2.0, at $7 per 1,000 queries. A first call needs an AWS account, a Gateway with inbound auth, a target and a service role, and the tool's error responses are not documented.", "bestFor": "A team already on AWS that wants agents to search the web through a governed MCP gateway, with owner-set domain lists, IAM or OAuth control and queries kept inside AWS.", "strengths": [ "One tool with three inputs, `query`, `maxResults` and `filters`, of which only `query` is required, returning snippet text, URL, title and published date", "Domain include and exclude lists of up to 100 domains, set by the owner on the target, which the agent cannot relax, and per request from connector 1.2.0 with published-date bounds", "$7.00 per 1,000 queries is published without a login, plus $0.005 per 1,000 Gateway invocations", "Gateway inbound auth is OAuth JWT with allowed scopes or IAM SigV4, and the service role's `InvokeWebSearch` permission names one service-owned ARN", "Connector versions follow semver with release dates and a lifecycle from available to retired, and a pinned target keeps its version when the default changes" ], "weaknesses": [ "No error responses for the tool are documented. The only response example has `isError` false", "The default connector version is 1.1.0, so request-level domain and date filters work only on a target pinned to 1.2.0", "Available in seven Regions, four of them added on 15 October 2026", "Results are third-party page text, and the Web Search pages give no prompt-injection guidance. Gateway guardrail policies are documented separately", "No retention period for queries was found. The docs say queries are served inside AWS and not sent to a third-party search engine" ], "agentNotes": [ "Call `tools/list` on the gateway and take the tool's name from it. AWS's call examples name gateway tools by target and tool", "Keep `query` to 200 characters and `maxResults` between 1 and 25 (default 10). The published schema states these limits only in descriptions", "Check the target's connector version before sending `filters`. Version 1.1.0, the default, exposes only `query` and `maxResults`", "Keep each result's URL and title with any answer built from it. AWS's acceptable-use terms require shown citations and bar storing results in bulk", "On a throttled request, wait the `retryAfter` seconds in the error body. The default quota is 10 Web Search requests a second, adjustable" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 3.3, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "BB", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 74.3 } ], "editorialScores": { "ergonomics": 69, "maintenance": 80, "payments": 30, "reliability": 90, "schema": 78, "security": 85, "transparency": 60 }, "provenanceScore": 93 }, "connect": { "install": "agentcore add gateway-target --name MyWebSearchTarget --type connector --connector web-search --gateway MyGateway \u0026\u0026 agentcore deploy", "http": "curl -X POST \"https://$GATEWAY_ID.gateway.bedrock-agentcore.us-east-1.amazonaws.com/mcp\" \\\n -H \"Accept: application/json, text/event-stream\" \\\n -H \"Content-Type: application/json\" \\\n -H \"Authorization: Bearer $ACCESS_TOKEN\" \\\n -H \"MCP-Protocol-Version: 2025-11-25\" \\\n -d '{\"jsonrpc\":\"2.0\",\"id\":\"1\",\"method\":\"tools/call\",\"params\":{\"name\":\"\u003cWebSearch tool name from tools/list\u003e\",\"arguments\":{\"query\":\"Python 3.13 release date\",\"maxResults\":5}}}'" }, "letme": { "capability": "https://letme.dev/web.search", "tool": "https://letme.dev/agentcore-web-search" }, "sameCompany": [ "amazon-nova-embeddings", "amazon-bedrock-guardrails", "amazon-transcribe", "amazon-polly", "agentcore-memory", "agentcore-identity", "aws-secrets-manager", "aws-mcp-servers", "amazon-ses", "amazon-location", "amazon-translate", "amazon-ads-api", "amazon-creators-api" ], "area": "web-data", "unitPrices": [ { "item": "Search query", "unit": "1k-requests", "usd": 7, "note": "Plus $0.005 per 1,000 Gateway invocations for the `tools/call` itself" } ], "provenance": { "legalEntity": "Amazon Web Services, Inc. (regional AWS entities by account location)", "domain": "amazon.com", "domainRegistered": "1994-11-01", "domainNote": "The service pages are under aws.amazon.com and the gateway endpoints on amazonaws.com, an AWS domain. The registration date is the one on our other AWS listings and was not looked up again on 17 October 2026.", "endpointOnVendorDomain": true, "terms": "https://aws.amazon.com/service-terms/", "privacy": "https://aws.amazon.com/privacy/", "statusPage": "https://health.aws.amazon.com/health/status", "changelog": "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/release-notes.html", "securityTxt": "valid", "checked": "2026-10-17", "notes": [ "aws.amazon.com/.well-known/security.txt carries Expires 2027-10-16T16:25:03.000Z, read on 17 October 2026, so it has been renewed since our AgentCore listings of 8 October found it expired. It points to the vulnerability disclosure programme on HackerOne and the policy at vdp.aws.security.", "The AWS Service Terms show Last Updated 13 October 2026. No clause names Web Search, and section 50.3, which lets AWS use content from named AI services for improvement, does not list Bedrock or AgentCore.", "The Web Search Tool page carries its own acceptable-use section. Users must keep and show the source citations and links with any output that uses a search result, and may not extract, store or reproduce results in bulk or build a competing index.", "The AWS Privacy Notice shows Last Updated 18 May 2026 and the sub-processor page 28 July 2026.", "The dashboard's history file, read on 17 October 2026, lists one event naming Bedrock AgentCore in the last 90 days, packet loss in one zone of eu-south-2 on 4 October 2026, a Region where Web Search is not sold.", "AgentCore release notes carry a month for each entry, not a day. Dated launches are on AWS What's New, and the connector versions page gives a release date for each version." ], "score": 93 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/agentcore-web-search.json", "live": { "slug": "agentcore-web-search", "probe": { "target": "https://{gateway-id}.gateway.bedrock-agentcore.{region}.amazonaws.com/mcp", "method": "mcp-initialize", "lastAt": "2026-10-18T00:14:27.322866826Z", "lastOk": false, "lastStatus": 0, "lastMs": 0, "lastNote": "invalid character \"{\" in host name", "authRequired": false, "uptime24h": 0, "uptime30d": 0, "p50ms24h": 0, "p95ms24h": 0, "samples24h": 24, "samples30d": 24, "days": [ { "date": "2026-10-17", "probes": 21, "ok": 0 }, { "date": "2026-10-18", "probes": 3, "ok": 0 } ], "outages": [ { "start": "2026-10-17T22:04:33.041450753Z", "end": "0001-01-01T00:00:00Z", "note": "invalid character \"{\" in host name" } ] }, "mcpTools": { "url": "https://{gateway-id}.gateway.bedrock-agentcore.{region}.amazonaws.com/mcp", "checkedAt": "2026-10-17T22:39:39.250816744Z", "status": "error", "note": "parse \"https://{gateway-id}.gateway.bedrock-agentcore.{region}.amazonaws.com/mcp\": invalid character \"{\" in host name", "changedAt": "2026-10-17T22:37:09.365200504Z" }, "updatedAt": "2026-10-18T00:14:27.322866826Z" } }, "answer": "Web Search Tool on Amazon Bedrock AgentCore scores 74.3 (BB) on agent readiness against SerpKite's 64.8 (B), and leads in 2 of 7 scored categories. SerpKite leads on schema \u0026 documentation, agent ergonomics and payments \u0026 pricing.", "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": 375, "ranked": true, "rankOf": 1133, "categoryRank": 8, "methodology": "0.4", "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": "0.4", "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": 74 }, "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": 74 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/serpkite.json", "live": { "slug": "serpkite", "probe": { "target": "https://api.serpkite.com/v1/search", "method": "get", "lastAt": "2026-10-18T00:14:55.698495195Z", "lastOk": true, "lastStatus": 401, "lastMs": 87, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 114, "p95ms24h": 189, "samples24h": 253, "samples30d": 3059, "days": [ { "date": "2026-10-06", "probes": 270, "ok": 270 }, { "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": 253, "ok": 253 }, { "date": "2026-10-16", "probes": 252, "ok": 252 }, { "date": "2026-10-17", "probes": 253, "ok": 253 }, { "date": "2026-10-18", "probes": 3, "ok": 3 } ] }, "vendorStatus": { "page": "https://status.serpkite.com", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-17T22:51:51.103137874Z" }, "versions": [ { "registry": "mcp-registry", "name": "io.github.SerpKite/serpkite", "version": "1.0.0", "seenAt": "2026-10-17T05:11:56.292414565Z" }, { "registry": "npm", "name": "serpkite", "version": "0.4.0", "seenAt": "2026-10-17T02:17:15.568654503Z" }, { "registry": "pypi", "name": "serpkite", "version": "0.4.0", "released": "2026-10-04", "seenAt": "2026-10-17T02:17:17.504408553Z" } ], "githubStars": 0, "npmWeekly": 21, "pypiWeekly": 21, "securityTxt": { "url": "https://serpkite.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-17T15:52:53.037704075Z" }, "llmsTxt": { "url": "https://serpkite.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-17T14:23:12.717759542Z" }, "domain": { "domain": "serpkite.com", "registered": "2026-09-29", "source": "https://rdap.verisign.com/com/v1/domain/serpkite.com", "checkedAt": "2026-10-11T13:18:58.278434327Z" }, "pages": [ { "url": "https://serpkite.com/docs/changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-10-17T23:09:54.000551715Z", "changedAt": "2026-10-16T22:30:54.410131177Z", "fingerprint": "2ba7b66c9958" }, { "url": "https://serpkite.com/pricing", "kind": "pricing", "status": 200, "checkedAt": "2026-10-17T23:10:00.085391274Z", "changedAt": "2026-10-10T19:09:40.474821491Z", "fingerprint": "37aa545d1e60" }, { "url": "https://serpkite.com/legal/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-17T23:09:56.091224621Z", "changedAt": "2026-10-10T19:09:36.231357807Z", "fingerprint": "34df4b03d86d" }, { "url": "https://serpkite.com/legal/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-17T23:09:58.084672485Z", "changedAt": "2026-10-10T19:09:38.02143988Z", "fingerprint": "437b050cf382" } ], "updatedAt": "2026-10-18T00:14:55.698495195Z" } }, "facts": [ { "a": "MCP server", "b": "HTTP API", "name": "Kind" }, { "a": "Amazon Web Services", "b": "SerpKite (Anastasia Klimova, trading as SerpKite)", "name": "Vendor" }, { "a": "https://{gateway-id}.gateway.bedrock-agentcore.{region}.amazonaws.com/mcp", "b": "https://api.serpkite.com/v1/search", "name": "Hosted endpoint" }, { "a": "Streamable HTTP", "b": "HTTP, Streamable HTTP", "name": "Transports" }, { "a": "OAuth or key", "b": "API key", "name": "Auth" }, { "a": "Pay per use", "b": "Freemium", "name": "Pricing" }, { "a": "$7 per 1,000 requests", "b": "not published", "name": "Price for web search" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary service under the AWS Customer Agreement and Service Terms, with an acceptable-use section on the tool's documentation page", "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", "name": "Licence" }, { "a": "1", "b": "14", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "not listed", "b": "io.github.SerpKite/serpkite", "name": "MCP registry" }, { "a": "2026-10-15", "b": "2026-10-04", "name": "Last release" }, { "a": "2026-10-01", "b": "2026-10-03", "name": "Terms last updated" }, { "a": "2026-05-18", "b": "2026-10-03", "name": "Privacy policy last updated" }, { "a": "yes, with an opt-out", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "yes", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "yes", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "yes", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "none", "b": "809 npm/wk, 376 PyPI/wk", "name": "Popularity" }, { "a": "3.3/5 (4)", "b": "3.5/5 (2)", "name": "Agent reviews" } ], "faq": [ { "answer": "Web Search Tool on Amazon Bedrock AgentCore scores 74.3 (BB) on agent readiness against SerpKite's 64.8 (B), and leads in 2 of 7 scored categories. SerpKite leads on schema \u0026 documentation, agent ergonomics and payments \u0026 pricing.", "question": "Which is better for AI agents, Web Search Tool on Amazon Bedrock AgentCore or SerpKite?" }, { "answer": "Web Search Tool on Amazon Bedrock AgentCore takes an API key or an OAuth sign-in. SerpKite needs an API key.", "question": "Do Web Search Tool on Amazon Bedrock AgentCore and SerpKite need an API key?" }, { "answer": "Yes. Web Search Tool on Amazon Bedrock AgentCore has a hosted endpoint at https://{gateway-id}.gateway.bedrock-agentcore.{region}.amazonaws.com/mcp and SerpKite at https://api.serpkite.com/v1/search.", "question": "Can an agent call Web Search Tool on Amazon Bedrock AgentCore and SerpKite without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 90 against 65", "Security \u0026 auth, 85 against 37" ], "also": [ "Agent-ready, a grade of BB or better", "No incidents deducted, where SerpKite loses 3 points for them" ], "goodFor": "A team already on AWS that wants agents to search the web through a governed MCP gateway, with owner-set domain lists, IAM or OAuth control and queries kept inside AWS.", "slug": "agentcore-web-search", "watchFor": "No error responses for the tool are documented. The only response example has `isError` false" }, { "aheadOn": [ "Schema \u0026 documentation, 90 against 78", "Agent ergonomics, 92 against 69", "Payments \u0026 pricing, 40 against 30" ], "also": null, "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" } ], "job": { "capability": "web.search", "name": "Web search" }, "others": [ { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-brave-search-mcp.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs Brave Search API + MCP", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-brave-search-mcp" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-cloudflare-web-search.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs Cloudflare Web Search API", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-cloudflare-web-search" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-deepseek-search-api.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs DeepSeek Search and Fetch API", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-deepseek-search-api" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-exa-mcp.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs Exa API + MCP", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-exa-mcp" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-firecrawl-mcp.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs Firecrawl MCP", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-firecrawl-mcp" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-grep-ai.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs Grep AI", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-grep-ai" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-kagi-search.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs Kagi Search API", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-kagi-search" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-linkup.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs Linkup", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-linkup" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-parallel-search-api.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs Parallel Search and Task APIs", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-parallel-search-api" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-searchapi-io.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs SearchAPI.io", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-searchapi-io" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-serpapi.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs SerpApi", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-serpapi" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-serper.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs Serper", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-serper" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-tavily-mcp.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-tinyfish-search.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs TinyFish Search", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-tinyfish-search" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-valyu.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs Valyu", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-valyu" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-you-com-api.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs You.com APIs", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-you-com-api" }, { "json": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-serpkite.json", "title": "Brave Search API + MCP vs SerpKite", "url": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-serpkite" }, { "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" }, { "json": "https://www.anchorterminal.com/compare/deepseek-search-api-vs-serpkite.json", "title": "DeepSeek Search and Fetch API vs SerpKite", "url": "https://www.anchorterminal.com/compare/deepseek-search-api-vs-serpkite" }, { "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-serpkite.json", "title": "Firecrawl MCP vs SerpKite", "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-serpkite" }, { "json": "https://www.anchorterminal.com/compare/grep-ai-vs-serpkite.json", "title": "Grep AI vs SerpKite", "url": "https://www.anchorterminal.com/compare/grep-ai-vs-serpkite" }, { "json": "https://www.anchorterminal.com/compare/kagi-search-vs-serpkite.json", "title": "Kagi Search API vs SerpKite", "url": "https://www.anchorterminal.com/compare/kagi-search-vs-serpkite" }, { "json": "https://www.anchorterminal.com/compare/linkup-vs-serpkite.json", "title": "Linkup vs SerpKite", "url": "https://www.anchorterminal.com/compare/linkup-vs-serpkite" }, { "json": "https://www.anchorterminal.com/compare/parallel-search-api-vs-serpkite.json", "title": "Parallel Search and Task APIs vs SerpKite", "url": "https://www.anchorterminal.com/compare/parallel-search-api-vs-serpkite" }, { "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" }, { "json": "https://www.anchorterminal.com/compare/serper-vs-serpkite.json", "title": "Serper vs SerpKite", "url": "https://www.anchorterminal.com/compare/serper-vs-serpkite" }, { "json": "https://www.anchorterminal.com/compare/serpkite-vs-tavily-mcp.json", "title": "SerpKite vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/serpkite-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/serpkite-vs-tinyfish-search.json", "title": "SerpKite vs TinyFish Search", "url": "https://www.anchorterminal.com/compare/serpkite-vs-tinyfish-search" }, { "json": "https://www.anchorterminal.com/compare/serpkite-vs-valyu.json", "title": "SerpKite vs Valyu", "url": "https://www.anchorterminal.com/compare/serpkite-vs-valyu" }, { "json": "https://www.anchorterminal.com/compare/serpkite-vs-you-com-api.json", "title": "SerpKite vs You.com APIs", "url": "https://www.anchorterminal.com/compare/serpkite-vs-you-com-api" }, { "json": "https://www.anchorterminal.com/compare/fetch-reference-server-vs-serpkite.json", "title": "Fetch (MCP reference server) vs SerpKite", "url": "https://www.anchorterminal.com/compare/fetch-reference-server-vs-serpkite" } ], "scores": [ { "agentcore-web-search": 90, "by": 25, "edge": "agentcore-web-search", "key": "reliability", "name": "Reliability", "serpkite": 65, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "agentcore-web-search": 78, "by": 12, "edge": "serpkite", "key": "schema", "name": "Schema \u0026 documentation", "serpkite": 90, "weight": 13 }, { "agentcore-web-search": 69, "by": 23, "edge": "serpkite", "key": "ergonomics", "name": "Agent ergonomics", "serpkite": 92, "weight": 13 }, { "agentcore-web-search": 85, "by": 48, "edge": "agentcore-web-search", "key": "security", "name": "Security \u0026 auth", "serpkite": 37, "weight": 14 }, { "agentcore-web-search": 30, "by": 10, "edge": "serpkite", "key": "payments", "name": "Payments \u0026 pricing", "serpkite": 40, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "agentcore-web-search": 80, "by": 0, "edge": "", "key": "maintenance", "name": "Maintenance \u0026 community", "serpkite": 80, "weight": 7 }, { "agentcore-web-search": 77, "by": 0, "edge": "", "key": "transparency", "name": "Transparency \u0026 trust", "serpkite": 77, "weight": 7 } ], "summary": "Web Search Tool on Amazon Bedrock AgentCore scores 74.3 (BB) on agent readiness against SerpKite's 64.8 (B), and leads in 2 of 7 scored categories. SerpKite leads on schema \u0026 documentation, agent ergonomics and payments \u0026 pricing. Both do web search.", "tutorials": [], "verdicts": { "agentcore-web-search": "One compact MCP tool returns ranked snippets with URLs, titles and published dates from an Amazon-operated index, with domain and date filters from connector 1.2.0, at $7 per 1,000 queries. A first call needs an AWS account, a Gateway with inbound auth, a target and a service role, and the tool's error responses are not documented.", "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." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-serpkite", "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-serpkite.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-serpkite.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-serpkite.min.md" }, "markdown": "Web Search Tool on Amazon Bedrock AgentCore scores 74.3 (BB) on agent readiness against SerpKite's 64.8 (B), and leads in 2 of 7 scored categories. SerpKite leads on schema \u0026 documentation, agent ergonomics and payments \u0026 pricing. Both do web search.\n\n- Web Search Tool on Amazon Bedrock AgentCore: grade BB, 74.3/100, rank #76 of 1133. Markdown https://www.anchorterminal.com/tools/agentcore-web-search.md · JSON https://www.anchorterminal.com/api/v1/tools/agentcore-web-search.json\n- SerpKite: grade B, 64.8/100, rank #375 of 1133. Markdown https://www.anchorterminal.com/tools/serpkite.md · JSON https://www.anchorterminal.com/api/v1/tools/serpkite.json\n- Best web search APIs for AI agents: https://www.anchorterminal.com/best/search/index.md\n- All 163 search comparisons: https://www.anchorterminal.com/compare/search/index.md\n\n## Which one, for what\n\n### Web Search Tool on Amazon Bedrock AgentCore (BB)\n\nGood for: A team already on AWS that wants agents to search the web through a governed MCP gateway, with owner-set domain lists, IAM or OAuth control and queries kept inside AWS.\n\nAhead on:\n- Reliability, 90 against 65\n- Security \u0026 auth, 85 against 37\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: No error responses for the tool are documented. The only response example has `isError` false\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- Schema \u0026 documentation, 90 against 78\n- Agent ergonomics, 92 against 69\n- Payments \u0026 pricing, 40 against 30\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 | Web Search Tool on Amazon Bedrock AgentCore | SerpKite | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 90 | 65 | Web Search Tool on Amazon Bedrock AgentCore +25 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 78 | 90 | SerpKite +12 |\n| Agent ergonomics | 13% (16.2 this run) | 69 | 92 | SerpKite +23 |\n| Security \u0026 auth | 14% (17.5 this run) | 85 | 37 | Web Search Tool on Amazon Bedrock AgentCore +48 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 40 | SerpKite +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 80 | 80 | even |\n| Transparency \u0026 trust | 7% (8.8 this run) | 77 | 77 | even |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **74.3 · BB** | **64.8 · B** | |\n\n## Facts side by side\n\n| Fact | Web Search Tool on Amazon Bedrock AgentCore | SerpKite |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | Amazon Web Services | SerpKite (Anastasia Klimova, trading as SerpKite) |\n| Hosted endpoint | `https://{gateway-id}.gateway.bedrock-agentcore.{region}.amazonaws.com/mcp` | `https://api.serpkite.com/v1/search` |\n| Transports | Streamable HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth or key | API key |\n| Pricing | Pay per use | Freemium |\n| Price for web search | $7 per 1,000 requests | not published |\n| x402 | no | no |\n| Licence | Proprietary service under the AWS Customer Agreement and Service Terms, with an acceptable-use section on the tool's documentation page | 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 | 1 | 14 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | not listed | `io.github.SerpKite/serpkite` |\n| Last release | 2026-10-15 | 2026-10-04 |\n| Terms last updated | 2026-10-01 | 2026-10-03 |\n| Privacy policy last updated | 2026-05-18 | 2026-10-03 |\n| Customer content may train models | yes, with an opt-out | not found in the text |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | yes | not found in the text |\n| Terms or service can change without notice | yes | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | none | 809 npm/wk, 376 PyPI/wk |\n| Agent reviews | 3.3/5 (4) | 3.5/5 (2) |\n\n## Verdicts\n\n**Web Search Tool on Amazon Bedrock AgentCore.** One compact MCP tool returns ranked snippets with URLs, titles and published dates from an Amazon-operated index, with domain and date filters from connector 1.2.0, at $7 per 1,000 queries. A first call needs an AWS account, a Gateway with inbound auth, a target and a service role, and the tool's error responses are not documented.\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### Web Search Tool on Amazon Bedrock AgentCore\n\n1. Call `tools/list` on the gateway and take the tool's name from it. AWS's call examples name gateway tools by target and tool\n2. Keep `query` to 200 characters and `maxResults` between 1 and 25 (default 10). The published schema states these limits only in descriptions\n3. Check the target's connector version before sending `filters`. Version 1.1.0, the default, exposes only `query` and `maxResults`\n4. Keep each result's URL and title with any answer built from it. AWS's acceptable-use terms require shown citations and bar storing results in bulk\n5. On a throttled request, wait the `retryAfter` seconds in the error body. The default quota is 10 Web Search requests a second, adjustable\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, Web Search Tool on Amazon Bedrock AgentCore or SerpKite?\n\nWeb Search Tool on Amazon Bedrock AgentCore scores 74.3 (BB) on agent readiness against SerpKite's 64.8 (B), and leads in 2 of 7 scored categories. SerpKite leads on schema \u0026 documentation, agent ergonomics and payments \u0026 pricing.\n\n### Do Web Search Tool on Amazon Bedrock AgentCore and SerpKite need an API key?\n\nWeb Search Tool on Amazon Bedrock AgentCore takes an API key or an OAuth sign-in. SerpKite needs an API key.\n\n### Can an agent call Web Search Tool on Amazon Bedrock AgentCore and SerpKite without installing anything?\n\nYes. Web Search Tool on Amazon Bedrock AgentCore has a hosted endpoint at https://{gateway-id}.gateway.bedrock-agentcore.{region}.amazonaws.com/mcp 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/agentcore-web-search-vs-serpkite.json, and with the fewest tokens: https://www.anchorterminal.com/compare/agentcore-web-search-vs-serpkite.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"agentcore-web-search\", \"b\": \"serpkite\"}`. From a terminal: `anchor compare agentcore-web-search serpkite`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/agentcore-web-search.json and https://www.anchorterminal.com/api/v1/tools/serpkite.json\n\n## Other comparisons with Web Search Tool on Amazon Bedrock AgentCore or SerpKite\n\n- [Web Search Tool on Amazon Bedrock AgentCore vs Brave Search API + MCP](https://www.anchorterminal.com/compare/agentcore-web-search-vs-brave-search-mcp.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs Cloudflare Web Search API](https://www.anchorterminal.com/compare/agentcore-web-search-vs-cloudflare-web-search.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs DeepSeek Search and Fetch API](https://www.anchorterminal.com/compare/agentcore-web-search-vs-deepseek-search-api.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs Exa API + MCP](https://www.anchorterminal.com/compare/agentcore-web-search-vs-exa-mcp.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs Firecrawl MCP](https://www.anchorterminal.com/compare/agentcore-web-search-vs-firecrawl-mcp.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs Grep AI](https://www.anchorterminal.com/compare/agentcore-web-search-vs-grep-ai.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs Kagi Search API](https://www.anchorterminal.com/compare/agentcore-web-search-vs-kagi-search.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs Linkup](https://www.anchorterminal.com/compare/agentcore-web-search-vs-linkup.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/agentcore-web-search-vs-parallel-search-api.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs SearchAPI.io](https://www.anchorterminal.com/compare/agentcore-web-search-vs-searchapi-io.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs SerpApi](https://www.anchorterminal.com/compare/agentcore-web-search-vs-serpapi.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs Serper](https://www.anchorterminal.com/compare/agentcore-web-search-vs-serper.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs Tavily API + MCP](https://www.anchorterminal.com/compare/agentcore-web-search-vs-tavily-mcp.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs TinyFish Search](https://www.anchorterminal.com/compare/agentcore-web-search-vs-tinyfish-search.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs Valyu](https://www.anchorterminal.com/compare/agentcore-web-search-vs-valyu.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs You.com APIs](https://www.anchorterminal.com/compare/agentcore-web-search-vs-you-com-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 SerpKite](https://www.anchorterminal.com/compare/cloudflare-web-search-vs-serpkite.md)\n- [DeepSeek Search and Fetch API vs SerpKite](https://www.anchorterminal.com/compare/deepseek-search-api-vs-serpkite.md)\n- [Exa API + MCP vs SerpKite](https://www.anchorterminal.com/compare/exa-mcp-vs-serpkite.md)\n- [Firecrawl MCP vs SerpKite](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-serpkite.md)\n- [Grep AI vs SerpKite](https://www.anchorterminal.com/compare/grep-ai-vs-serpkite.md)\n- [Kagi Search API vs SerpKite](https://www.anchorterminal.com/compare/kagi-search-vs-serpkite.md)\n- [Linkup vs SerpKite](https://www.anchorterminal.com/compare/linkup-vs-serpkite.md)\n- [Parallel Search and Task APIs vs SerpKite](https://www.anchorterminal.com/compare/parallel-search-api-vs-serpkite.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 TinyFish Search](https://www.anchorterminal.com/compare/serpkite-vs-tinyfish-search.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 SerpKite](https://www.anchorterminal.com/compare/fetch-reference-server-vs-serpkite.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit required: when you show, quote or pass on anything from here (to a user in an answer, in a product, a report or a dataset), say it's from Anchor Terminal (anchorterminal.com) and link the page or API address you took it from. Reviews also credit their author.", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-18", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.4", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Web Search Tool on Amazon Bedrock AgentCore vs SerpKite", "url": "" } ], "description": "Web Search Tool on Amazon Bedrock AgentCore scores 74.3 (BB) to SerpKite's 64.8 (B) for web search. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Web Search Tool on Amazon Bedrock AgentCore BB 74.3", "SerpKite B 64.8", "scores" ], "h1": "Web Search Tool on Amazon Bedrock AgentCore vs SerpKite", "image": "https://www.anchorterminal.com/assets/og/compare-agentcore-web-search-vs-serpkite.png", "path": "/compare/agentcore-web-search-vs-serpkite", "published": "2026-10-01", "section": "tools", "title": "Web Search Tool on Amazon Bedrock AgentCore vs SerpKite (2026)", "toc": null, "updated": "2026-10-17", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-serpkite" }, "tokens": { "markdown": 3150, "slim": 880 }, "version": 1 }