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Head-to-head · Tool Calling

Amazon Bedrock Data Automation vs MCP Gateway

  • Updated Oct 2026
  • Both researched from official sources
  • 2 checks side by side
Amazon Bedrock Data Automation #6 in Tool Calling 7.9/10 Paid ✓ 0 of 3 features Visit AWS
MCP Gateway #8 in Tool Calling 7.9/10 Pricing on request ✓ 2 of 3 features Visit MCP Gateway

Amazon Bedrock Data Automation leads on 0 checks, MCP Gateway on 0, and 2 are even. Who comes out ahead on the 2 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Most featuresMCP Gateway · 2 of 3

Amazon Bedrock Data Automation and MCP Gateway score identically on our rubric (7.9 out of 10) for tool calling; Amazon Bedrock Data Automation sits at #6 and MCP Gateway at #8 in our editorial ranking, so the choice comes down to fit.

Amazon Bedrock Data Automation is the better fit for bedrock users extracting structured media data. MCP Gateway is the better fit for enterprises managing MCP tools and access.

  • Amazon Bedrock Data Automation fits best

    Bedrock users extracting structured media data

  • MCP Gateway fits best

    Enterprises managing MCP tools and access

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Amazon Bedrock Data Automation 7.9/10 Visit ↗ MCP Gateway 7.9/10 Visit ↗
At a glance
Editor score 7.9 7.9
Ranking #6 in Tool Calling #8 in Tool Calling
Best for Bedrock users extracting structured media data Enterprises managing MCP tools and access
Pricing model Paid Paid
Starting price $0.005/unit usage-based Pricing on request
Free plan Not checked yet Not checked yet
Free trial — —
Deployment Cloud Self-hosted
Integrations 1 integrations 8 integrations
Built for Mid-market, Enterprise Mid-market, Enterprise
Features Amazon Bedrock Data Automation 0/3 · MCP Gateway 2/3
Parallel tool calls Not checked yet Not checked yet
Structured outputs Not checked yet ✓ (best)
Call observability Not checked yet ✓ (best)
Specs
Protocol support Not checked yet Mcp
Deployment Not checked yet Self_hosted
Tool-choice control Not checked yet Not checked yet
Authentication methods Not checked yet Both
Our review
Pros
  • Processes documents, images, video, and audio through an API.
  • Blueprints define custom outputs, with up to 30 fields in listed plans.
  • Integrates with Amazon Bedrock Knowledge Bases.
  • Searches MCP tool catalogs semantically and executes tools through one endpoint
  • Provides OAuth credential management and per-session allow and deny rules
  • Adds traces, Prometheus metrics, and audit logs with monitoring integrations
Cons
  • Focused on media extraction rather than tool calling.
  • Usage pricing varies by modality and output type.
  • The listed support channel is documentation.
  • Pricing uses a contact-sales model
  • Deployment is self-hosted, so teams need to run it on customer infrastructure
  • Cloud marketplace deployment options are marked as coming soon
Our verdict

Amazon Bedrock Data Automation processes documents, images, video, and audio to produce structured information. Its API-driven workflow and blueprint-defined custom outputs suit developers building document processing, media analysis, or…

Read the review →

MCP Gateway gives AI agents a unified endpoint for finding and executing tools across MCP servers. It is aimed at mid-market and enterprise teams that need to manage server connections, credentials, and session-level access in one place.…

Read the review →
  1. Amazon Bedrock Data AutomationTool Calling 7.9Paid
  2. MCP GatewayTool Calling 7.9Pricing on request

Strengths and trade-offs

  • Amazon Bedrock Data Automation — where it wins

    • Processes documents, images, video, and audio through an API.
    • Blueprints define custom outputs, with up to 30 fields in listed plans.
    • Integrates with Amazon Bedrock Knowledge Bases.

    Where it doesn't

    • Focused on media extraction rather than tool calling.
    • Usage pricing varies by modality and output type.
    • The listed support channel is documentation.

  • MCP Gateway — where it wins

    • Searches MCP tool catalogs semantically and executes tools through one endpoint
    • Provides OAuth credential management and per-session allow and deny rules
    • Adds traces, Prometheus metrics, and audit logs with monitoring integrations

    Where it doesn't

    • Pricing uses a contact-sales model
    • Deployment is self-hosted, so teams need to run it on customer infrastructure
    • Cloud marketplace deployment options are marked as coming soon
  • Amazon Bedrock Data Automation7.9/10 · Paid

    A multimodal extraction service for Bedrock workflows, not a tool-calling product.

    Visit AWSFull verdict →
  • MCP Gateway7.9/10 · Pricing on request

    A self-hosted MCP gateway for centralized tool discovery, access control, and observability.

    Visit MCP GatewayFull verdict →

More comparisons

All tool calling comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update