Changelog

New Features:

• Sub-Agent Event Streaming: Sub-agent events from the context provider update tool now stream through to the parent run.
• AgentOS Registry Auto-Population: The AgentOS registry now auto-populates from agents, teams, and workflows.
• Workflows HITL over Sockets: Added socket support for human-in-the-loop workflows.
• Slack App Manifest: Added a Slack app manifest for the AgentOS interface.

Bug Fixes:

• JSON Schema: json_schema now handles Optional dataclass fields that have no declared type.
• MCPTools Sessions: Refreshed MCPTools sessions are now closed in the call task.
• Tool Arguments: Preserve whitespace in tool arguments.
• Content Hashing: Metadata is now included in the content hash so upsert=False inserts of the same document no longer collapse.
• MultiMCP: Clean up MultiMCP connection failures.
• DaytonaTools: Quote shell paths in DaytonaTools.

What's Changed

• cookbook: fold HTML generation into 01_demo wiki agents by @ashpreetbedi in https://github.com/agno-agi/agno/pull/8272
• refactor: drop stale Phase 2 labels from decision logs by @ysolanky in https://github.com/agno-agi/agno/pull/8300
• [fix] Quote DaytonaTools shell paths by @fengjikui in https://github.com/agno-agi/agno/pull/8289
• [fix] Clean up MultiMCP connection failures by @RitwijParmar in https://github.com/agno-agi/agno/pull/8163
• fix: include metadata in content hash so upsert=False inserts of the same document don't collapse by @sannya-singal in https://github.com/agno-agi/agno/pull/8310
• fix: preserve tool argument whitespace by @he-yufeng in https://github.com/agno-agi/agno/pull/8131
• feat: add Slack app manifest for AgentOS interface by @Mustafa-Esoofally in https://github.com/agno-agi/agno/pull/8327
• fix: close refreshed MCPTools sessions in call task by @RitwijParmar in https://github.com/agno-agi/agno/pull/8230
• fix: json_schema handle Optional dataclass fields without a type by @devteamaegis in https://github.com/agno-agi/agno/pull/8329
• feat: socket support for workflows HITL by @kausmeows in https://github.com/agno-agi/agno/pull/7749
• feat: auto-populate AgentOS registry from agents, teams, and workflows by @ysolanky in https://github.com/agno-agi/agno/pull/8269
• feat: stream sub-agent events from context provider update tool by @Mustafa-Esoofally in https://github.com/agno-agi/agno/pull/8348
• chore: bump version by @kausmeows in https://github.com/agno-agi/agno/pull/8347

New Contributors

• @fengjikui made their first contribution in https://github.com/agno-agi/agno/pull/8289
• @RitwijParmar made their first contribution in https://github.com/agno-agi/agno/pull/8163
• @he-yufeng made their first contribution in https://github.com/agno-agi/agno/pull/8131

Full Changelog: https://github.com/agno-agi/agno/compare/v2.6.12...v2.6.13