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Agents Remember

vmcp-v2.4.1 scope: mcp Feature

This release adds 3 notable features for engineering teams evaluating rollout.

✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

agent agent-memory ai-agent ai-memory coding-agents mcp-server

Affected surfaces

breaking_upgrade

Summary

AI summary

Updates Highlights, Setup Notes, and Compatibility across a mixed release.

Changes in this release

Feature Low

Adds canonical root runtime asset folders for agents-md-files, benchmarks, providers, and system.

Adds canonical root runtime asset folders for agents-md-files, benchmarks, providers, and system.

Source: llm_adapter@2026-06-08

Confidence: high

Feature Low

Adds `scripts/sync-runtime.py` to copy runtime assets into MCP package data.

Adds `scripts/sync-runtime.py` to copy runtime assets into MCP package data.

Source: llm_adapter@2026-06-08

Confidence: high

Feature Low

Adds generated-copy gates verifying both `scripts/sync-skills.py --check` and `scripts/sync-runtime.py --check`.

Adds generated-copy gates verifying both `scripts/sync-skills.py --check` and `scripts/sync-runtime.py --check`.

Source: llm_adapter@2026-06-08

Confidence: high

Dependency Low

Bumps `agents-remember-mcp` to version 2.4.1.

Bumps `agents-remember-mcp` to version 2.4.1.

Source: llm_adapter@2026-06-08

Confidence: high

Bugfix Medium

Preserves provider validation when compact `context_packet` calls skip provider details.

Preserves provider validation when compact `context_packet` calls skip provider details.

Source: llm_adapter@2026-06-08

Confidence: high

Bugfix Low

Makes linked-worktree pre-push quality gate load current checkout's source while reusing primary checkout virtualenv for tools.

Makes linked-worktree pre-push quality gate load current checkout's source while reusing primary checkout virtualenv for tools.

Source: llm_adapter@2026-06-08

Confidence: high

Refactor Low

Refines lifecycle/coordinator instructions for session starts, managed-repo jobs, and boundary transitions.

Refines lifecycle/coordinator instructions for session starts, managed-repo jobs, and boundary transitions.

Source: llm_adapter@2026-06-08

Confidence: high

Full changelog

Agents Remember 2.4.1

Agents Remember 2.4.1 makes runtime package assets visible and editable from
canonical root folders, then syncs them into MCP package data through one checked
script. It also preserves provider validation when compact context_packet
calls skip provider details, so small managed-repo confirmation calls do not
silently bypass provider health checks.

Highlights

  • Added canonical root runtime asset folders for agents-md-files/,
    benchmarks/, providers/, and system/.
  • Added scripts/sync-runtime.py to copy those runtime assets into MCP package
    data only; harness starter packages are intentionally not targets.
  • Added generated-copy gates so pre-commit and pre-push checks verify both
    scripts/sync-skills.py --check and scripts/sync-runtime.py --check.
  • Preserved provider validation for skipped-provider context_packet responses,
    keeping compact packet calls small without dropping provider result checks.
  • Refined lifecycle/coordinator instructions for session starts, managed-repo
    jobs, and boundary transitions, then refreshed generated skill copies.
  • Made the linked-worktree pre-push quality gate load the current checkout's
    source while reusing the primary checkout virtualenv for tools.
  • Bumped agents-remember-mcp to 2.4.1.

Setup Notes

  • Edit runtime package assets at the root folders listed above, then run
    python3 scripts/sync-runtime.py before committing.
  • Use python3 scripts/sync-runtime.py --check to confirm MCP package data is
    current.
  • Root runtime assets sync only into MCP package data. They do not copy into
    harness starter packages.

Compatibility

  • Backward compatible with existing MCP tool contracts and the memory model.
  • Release tag: mcp-v2.4.1 after the release branch lands on main.

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Related context

Earlier breaking changes

  • vmcp-v2.9.0 Removed tools direct_closeout_preview and direct_closeout_apply.
  • vmcp-v2.0.0 `WorkflowKind` enum drops `heavy` and `heavy-task` values.
  • vmcp-v2.0.0 `skills_install` no longer accepts a `layout` input; installer performs flat copy.
  • vmcp-v2.0.0 Removed workflows W-01-heavy-task-workflow and W-03-chat-task-workflow.

Beta — feedback welcome: [email protected]