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agentcore-websearch

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Updated 10-15 19:58

About this skill

AgentCore Web Search

Search the web using the AgentCore Web Search tool through a private MCP gateway in the user's AWS account, via the agentcore-websearch CLI. Authentication is local AWS credentials (SigV4/IAM) — no API keys or tokens. Results are grounded, cited, and current.

[!NOTE] This skill only searches. It assumes the agentcore-websearch CLI is installed and the AgentCore Gateway already exists, with AGENTCORE_GATEWAY_URL set (env or a .env). Provisioning the gateway and installing the CLI is a one-time step — see the project's README.md / AGENTS.md. This skill never creates or deletes AWS resources.

Prerequisites — run this preflight check first

Before searching, actually run the commands below in the shell and read their printed output. Do not infer readiness from a .env file, from this conversation, or from earlier turns — environment variables that matter are the ones live in the shell that will run agentcore-websearch, so verify them with a real echo.

# 1. Is the CLI installed and on PATH?
command -v agentcore-websearch || echo "MISSING: run 'uv tool install git+https://github.com/aws-samples/sample-agentcore-websearch-agent-skill'"

# 2. Is the gateway URL actually set in THIS shell's environment?
echo "AGENTCORE_GATEWAY_URL=${AGENTCORE_GATEWAY_URL:-<empty>}"

# 3. Which AWS identity/profile will sign requests?
echo "AWS_PROFILE=${AWS_PROFILE:-<default chain>}"
aws sts get-caller-identity --query Arn --output text 2>&1

Interpret the real output:

  • Line 2 prints <empty> → the URL is not exported in this shell. If you're running the CLI from a directory containing a .env, the CLI will load it — but confirm by running agentcore-websearch --list-tools (below), not by reading the file. Otherwise export it: export AGENTCORE_GATEWAY_URL=https://…/mcp (see the project's README/AGENTS.md to provision the gateway if it doesn't exist yet).
  • Line 3 shows an unexpected profile/account → the caller will sign as the wrong identity (a common cause of 403). Override per-call with --profile <name>, or export AWS_PROFILE=<name>.
  • get-caller-identity errors → credentials are missing/expired; refresh your AWS_PROFILE / SSO login.

The caller's IAM principal needs bedrock-agentcore:InvokeGateway on the gateway. Confirm the whole chain end-to-end with a live, non-destructive call:

agentcore-websearch --list-tools    # prints the WebSearch tool on success

Search

agentcore-websearch "<search query>"

Options:

  • --max-results N — number of results, 1–25 (default 10)
  • --json — raw tool result JSON (results[] with text, url, title, publishedDate)
  • --list-tools — show the gateway's tools (diagnostic)
  • --gateway-url / --profile / --region — override the environment/.env

Workflow

  1. On first use in a session, run the preflight check and read its real output — don't assume the env is set.
  2. Formulate a focused query (must be ≤ 200 characters).
  3. Run agentcore-websearch with an appropriate --max-results.
  4. Read the printed results (title, URL, publication date, snippet).
  5. Always cite sources (title + URL) in the answer — an AWS acceptable-use requirement for AgentCore Web Search.

Examples

agentcore-websearch "latest TypeScript release"
agentcore-websearch "AWS re:Invent 2026 keynotes" --max-results 15 --json

Notes & limits

  • Region: the gateway lives in us-east-1; the CLI signs for the host region automatically, so a different AWS_REGION in the shell is fine.
  • Cost: ~$7 per 1,000 queries (each search = one query).
  • Common errors:
    • AGENTCORE_GATEWAY_URL is not set → export it, or cd to a dir with a .env, or provision per the project's README/AGENTS.md.
    • credentials missing/expired → refresh your AWS_PROFILE / SSO login.
    • Insufficient permissions → caller lacks bedrock-agentcore:InvokeGateway.
    • agentcore-websearch: command not found → install it: uv tool install git+https://github.com/aws-samples/sample-agentcore-websearch-agent-skill (or pipx install the same URL).