Testmuai iconTestmuaiSep 29, 2026 ~7 min source read

Stateless MCP Migration: A Practical Regression Test Plan for Your Server

Stateless MCP removes initialize and sessions; to migrate safely, capture a legacy baseline, migrate one layer at a time, run a two-era test matrix, normalize diffs, and validate agent behavior.

Stateless MCP Migration: How to Regression Test Your Server

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Useful takeaways from this story.

Capture a full legacy baseline (tools/list, golden tools/call, error envelopes) with MCP Inspector pinned to the legacy era before any dependency upgrades.

Run every scenario against the migrated server in both eras (legacy and 2026-07-28) and confirm which era each connection negotiated.

Create named tests for features removed in 2026-07-28 (initialize, sessions, ping/logging/setLevel) and verify the server rejects or ignores legacy-only inputs.

# What changed and why it matters Stateless MCP (2026-07-28 revision) drops the initialize handshake and sessions. Every request now carries protocol version and client capabilities in _meta. Servers must implement server/discover to advertise supported versions, capabilities, and identity. Code or tests that relied on per-session headers or an initialize exchange will break or behave differently.

# Migration approach at a glance Treat this like any regression job: freeze the legacy output, change one layer at a time, and finish by testing the agents that call your server. The migration checklist below walks through concrete checks you can run with MCP Inspector and your existing test harness.

# Five concrete regression checks

  • With MCP Inspector pinned to the legacy era, capture: tools/list, one passing and one failing golden tools/call per tool, and the error envelopes your server returns. Do this before upgrading SDKs or changing server builds because a newer SDK can alter legacy wire shapes.
  • Create named tests for each feature removed by the new spec. Examples:
  • Initialize removed: replay a legacy client connection and assert the migrated server either serves it correctly or returns an explicit version/capabilities error (stdio initialize error or HTTP 400 on Connect).
  • server/discover required: call server/discover and assert the server lists 2026-07-28 and its capabilities.
  • Multi Round-Trip Requests and subscriptions: drive legacy multi-round exchanges to completion and confirm the migrated server either completes them or rejects changes to requestState as required by the new spec.
  • Passing conformance tests on the wire does not guarantee agents behave the same. Re-run agent scenarios against the migrated server to see what the agent actually does. TestMu AI's Agent Assurance is cited as a tool that reruns scenario-derived tests against the live agent to surface behavior changes affecting discovery, tool selection, and call flows.

# Practical test order and tips

  • Freeze a legacy baseline first. Do not upgrade SDKs or change server builds until you have those golden artifacts.
  • Migrate one layer at a time (SDK, transport, server logic) and re-run the baseline after each change. That isolates regressions.
  • Add targeted tests for each removed or deprecated feature instead of relying solely on broad conformance suites.

# Conclusion

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