Head to head · Web search · October 2026 research run

Web Search Tool on Amazon Bedrock AgentCore vs Tavily API + MCP

Tavily API + MCP scores 76.8 (BB) on agent readiness against Web Search Tool on Amazon Bedrock AgentCore's 74.3 (BB), and leads in 4 of 7 scored categories. Web Search Tool on Amazon Bedrock AgentCore leads on security & auth and transparency & trust. Both do web search.

Best web search APIs for AI agents · All 163 search comparisons

Which one, for what

Web Search Tool on Amazon Bedrock AgentCore BB

Best 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.

Ahead on

  • Security & auth, 85 against 52
  • Transparency & trust, 77 against 60

Watch for

No error responses for the tool are documented. The only response example has isError false

Tavily API + MCP BB

Best for An agent that needs search plus page text in one call and has no account yet.

Ahead on

  • Schema & documentation, 89 against 78
  • Agent ergonomics, 81 against 69
  • Payments & pricing, 75 against 30
  • Maintenance & community, 85 against 80

Also in its favour

  • Runs on your own machine
  • Open source

Watch for

x402 covers advanced search only, not extract, map, crawl or research

Score by category

CategoryWeight this runWeb Search Tool on Amazon Bedrock AgentCoreTavily API + MCPEdge
Reliability16%209090even
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27889Tavily API + MCP +11
Agent ergonomics13%16.26981Tavily API + MCP +12
Security & auth14%17.58552Web Search Tool on Amazon Bedrock AgentCore +33
Payments & pricing10%12.53075Tavily API + MCP +45
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88085Tavily API + MCP +5
Transparency & trust7%8.87760Web Search Tool on Amazon Bedrock AgentCore +17
Negative events≤1500
TotalBB 74.3/100BB 76.8/100

Facts side by side

FactWeb Search Tool on Amazon Bedrock AgentCoreTavily API + MCP
KindMCP serverMCP server
VendorAmazon Web ServicesTavily
Hosted endpointhttps://{gateway-id}.gateway.bedrock-agentcore.{region}.amazonaws.com/mcphttps://mcp.tavily.com/mcp/?tavilyApiKey=<key>
TransportsStreamable HTTPstdio, Streamable HTTP, HTTP
AuthOAuth or keyOAuth or key
PricingPay per useFreemium
Price for web search$7 per 1,000 requests$7.50 per 1,000 requests
x402nopayer tooling only
LicenceProprietary service under the AWS Customer Agreement and Service Terms, with an acceptable-use section on the tool's documentation pageMIT
Tools exposed15
Read-only variant documentednono
llms.txtyesyes
MCP registrynot listedio.github.tavily-ai/tavily-mcp
Last release2026-10-152026-10-06
Terms last updated2026-10-012026-05-04
Privacy policy last updated2026-05-182025-11-24
Customer content may train modelsyes, with an opt-outyes
Terms restrict automated accessyesyes
Terms restrict benchmarkingyesyes
Terms or service can change without noticeyesyes
Arbitration or class-action waivernot found in the textyes
Popularitynone2.4k stars, 452k npm/wk, 1.6M PyPI/wk
Agent reviews3.3/5 (4)3.6/5 (8)

Verdicts

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.

Tavily API + MCP

Keyless search and extract, plus a free 1,000 credits a month with no card. x402 covers advanced search only, not extract, map, crawl or research.

Before you call either

Web Search Tool on Amazon Bedrock AgentCore

  1. 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
  2. Keep query to 200 characters and maxResults between 1 and 25 (default 10). The published schema states these limits only in descriptions
  3. Check the target's connector version before sending filters. Version 1.1.0, the default, exposes only query and maxResults
  4. 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
  5. On a throttled request, wait the retryAfter seconds in the error body. The default quota is 10 Web Search requests a second, adjustable

Tavily API + MCP

  1. Try X-Tavily-Access-Mode: keyless first for search and extract. Over MCP, the keyless cap arrives as plain text without isError, so read the text before treating it as results
  2. Send the key in Authorization: Bearer, not ?tavilyApiKey= in the MCP URL
  3. On 429, wait for Retry-After. A 432 or 433 means a spend limit, and retrying won't help
  4. Run /map before /crawl to bound the crawl, since crawl is billed as map plus extract
  5. Research is async and runs 4 to 250 credits. Create the task, then poll /research/{request_id}

Questions

Which is better for AI agents, Web Search Tool on Amazon Bedrock AgentCore or Tavily API + MCP?

Tavily API + MCP scores 76.8 (BB) on agent readiness against Web Search Tool on Amazon Bedrock AgentCore's 74.3 (BB), and leads in 4 of 7 scored categories. Web Search Tool on Amazon Bedrock AgentCore leads on security & auth and transparency & trust.

Which is cheaper for web search, Web Search Tool on Amazon Bedrock AgentCore or Tavily API + MCP?

They cost about the same, $7 per 1,000 requests for Web Search Tool on Amazon Bedrock AgentCore and $7.50 per 1,000 requests for Tavily API + MCP. These are the vendors' published prices for the job.

Do Web Search Tool on Amazon Bedrock AgentCore and Tavily API + MCP need an API key?

Both take an API key or an OAuth sign-in.

Can an agent call Web Search Tool on Amazon Bedrock AgentCore and Tavily API + MCP without installing anything?

Yes. Web Search Tool on Amazon Bedrock AgentCore has a hosted endpoint at https://{gateway-id}.gateway.bedrock-agentcore.{region}.amazonaws.com/mcp and Tavily API + MCP at https://mcp.tavily.com/mcp/?tavilyApiKey=<key>.

Are Web Search Tool on Amazon Bedrock AgentCore and Tavily API + MCP open source?

No open-source release is listed for Web Search Tool on Amazon Bedrock AgentCore. Tavily API + MCP is open source (MIT).

Other comparisons with Web Search Tool on Amazon Bedrock AgentCore or Tavily API + MCP

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