Source analysis Agents

MCP or A2A? Choose by the work crossing the boundary

A tool operation and an independent agent collaboration expose different responsibilities. Map the service first, then check the protocol version and implementation.

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The takeaways

  • MCP connects applications to tools and resources.
  • A2A supports communication between independent agents.
  • Check July 2026 MCP migration assumptions before copying an older integration.

Two interfaces that can work together

The A2A project distinguishes structured tool and resource access through MCP from collaboration between independent, often opaque agents through A2A. An agent reached through A2A can use MCP to access its own tools.

Source: A2A and MCP: Detailed Comparison

The July MCP change to check

The 28 July 2026 MCP release introduces a stateless core, retires the initialize/initialized exchange and Mcp-Session-Id header, and places Tasks in an extension. Applications can still carry state explicitly. A statement that MCP cannot support tasks misses this distinction.

Source: MCP: The 2026-07-28 Specification

Editorial interpretation

Apply the distinction to a service desk

Our first illustrative service exposes a customer lookup. The caller provides an identifier and receives a structured record. This is a straightforward candidate for a tool interface. The service owner still needs to decide which records the caller may access and what happens when the identifier is missing.

Our second example delegates an investigation to a separate supplier-support agent. The caller requests an explanation of a delayed shipment; the recipient chooses its own sources, asks follow-up questions and returns a report. An independent-agent interface is worth considering because the recipient owns part of the work and interaction.

The combined example uses both boundaries. A coordinating agent delegates the investigation, while the recipient uses its own customer and shipment tools. These are proposed architecture examples, not tested integrations. The useful design artifact is a short list of what each service receives, decides and returns.

Editorial implications, not an independently measured result.

Editorial interpretation

Write the handoff before choosing the SDK

For the shipment example, define the requested outcome as a report with shipment identity, evidence links, unresolved questions and a named next action. Decide whether the recipient can only investigate or may also request a replacement. That difference changes the authorization needed even if the communication protocol stays the same.

Then walk through an interruption. The caller loses its connection after handing over the request. How will it learn whether the recipient accepted the work? Which identifier lets it reconnect without accidentally starting a second investigation? What does cancellation mean if a downstream action has already happened?

These questions should become integration checks with observable outcomes. Include refusal, partial completion and timeout alongside the successful response. A protocol choice helps structure communication, while the application contract supplies the meaning of completion.

For a small function entirely inside one application, first ask whether adding a network protocol solves a real interoperability need. A clear internal interface may be enough. The purpose of this decision exercise is to expose responsibility and compatibility requirements before increasing the number of moving parts.

Editorial implications, not an independently measured result.

The comparison

The table scrolls horizontally on smaller screens.

Editorial scenarios for choosing an interface
Proposed serviceInterface to investigateOutcome to define
Customer lookupMCP toolPermitted record or explicit no-match
Supplier investigationA2A agentReport and unresolved questions
Investigation plus local lookupsBoth boundariesDelegation outcome and tool access scope

Read alongside A2A and MCP: Detailed Comparison / MCP: The 2026-07-28 Specification.

Keep the question open

What remains unknown

  • Compatibility, retries and cancellation must be checked in the chosen implementations. No cross-vendor integration was tested for this article.

Your next decision

Does your service expose a defined operation, accept responsibility for an investigation, or need both kinds of interface?

The evidence record

Primary sources

Source publication dates are reported as stated in the source record. An unstated publication date is not our check date.

  1. A2A and MCP: Detailed Comparison a2a-protocol.org
    Source published
    Not stated
    Our check
  2. MCP: The 2026-07-28 Specification blog.modelcontextprotocol.io
    Source published
    Our check
Read critically. Check the original.

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