This release adds 3 notable features for engineering teams evaluating rollout.
✓ No known CVEs patched in this version
Topics
Affected surfaces
Summary
AI summaryUpdates Highlights, Setup Notes, and Compatibility across a mixed release.
Changes in this release
| Type | Severity | Summary | CVE |
|---|---|---|---|
| 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/, andsystem/. - Added
scripts/sync-runtime.pyto 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 --checkandscripts/sync-runtime.py --check. - Preserved provider validation for skipped-provider
context_packetresponses,
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-mcpto2.4.1.
Setup Notes
- Edit runtime package assets at the root folders listed above, then run
python3 scripts/sync-runtime.pybefore committing. - Use
python3 scripts/sync-runtime.py --checkto 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-v2.4.1after the release branch lands onmain.
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About Agents Remember
All releases →Related context
Related tools
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]