agno Releases

This release focuses on bug fixes and improvements to logging and queue storage initialization. It specifically addresses issues with startup log cleanliness and ensures Control Plane access remains functional in public surface configurations.

Sep 8, 2026

This release introduces bounded full-page reading capabilities and new PostgreSQL engine factories with shared connection-pool defaults. It also addresses critical bug fixes regarding SQLite session integrity and enhances validation for public MCP tools.

Sep 8, 2026

This release introduces a new Page storage system for knowledge management and a PublicSurface for serving Agents and Teams. It also fixes critical integration issues with Meta Llama and AIMLAPI, improves workflow error handling, and resolves frame pinning in cached tool wrappers.

Sep 8, 2026

This release focuses on enhancing Model Context Protocol (MCP) capabilities with stateless serving and protocol negotiation, while adding file upload support and various bug fixes to AgentOS.

Sep 4, 2026

This release focuses on surfacing embedding failures during knowledge ingestion, introducing a new 'partial' content status and raising errors instead of masking them. It also adds new toolkits like GandrTools and a new model provider (llmman).

Sep 1, 2026

This release focuses on refactoring toolkits for better performance and security, specifically renaming KnowledgeManagementTools flags and moving the import path. It introduces AtomicMail optimizations and fixes several bugs regarding data integrity.

Aug 30, 2026

This release significantly overhauls the knowledge management system, introducing per-page ingestion for websites and folders, new URL fetching components, and a dedicated management toolkit.

Aug 30, 2026

This release focuses on behavior changes in metadata precedence, stricter MCP configuration validation, and introduces several new integrations including Synthorai, WaveSpeed, Serply, and AtomicMail. It also enhances support for exposing Agents, Teams, Workflows, and Toolkits as MCP tools.

Aug 30, 2026

This patch focuses on performance optimizations for agents with many tools and long conversations, alongside bug fixes for strict-mode schemas, Gemini media handling, and location lookup dependencies.

Aug 26, 2026

A major breaking release introducing tool and media offloading capabilities, a significant database restructuring (runs moved to a dedicated table), per-user data isolation across the platform, and enhanced AgentOS features like durable background execution and Studio 3.0 governance.

Aug 24, 2026

This release prioritizes security and stability by introducing identity-aware dispatch tools, blocking dangerous MCP tool overrides, and enforcing stricter rehydration checks.

Aug 13, 2026

Adds new toolkits for advisor models and routing, improves StudioTools, and fixes several bugs including Cohere parameter handling and SQLite crashes.

Aug 5, 2026

This release updates the AnyTLS client to remove metadata uploads by default to protect user privacy, as the metadata was not used by the open-source server.

Aug 3, 2026

Introduces Smallest AI text-to-speech support, OpenSearch vector database integration, and fixes metrics refresh blocking issues on large datasets.

Jul 30, 2026

Jul 29, 2026

This release enables running the massive Kimi K3 (2.8T) open-source model on a single consumer GPU using only 3.72GB of VRAM, utilizing sparse MoE streaming and MXFP4 weight packing.

Jul 29, 2026

Enhances observability with AgentOSTools and Traces, and updates Moonshot defaults to the Kimi K3 model with thinking mode support.

Jul 27, 2026

Fixes serialization issues and introduces a revamped entity memory system for the 'second brain' use case.

Jul 26, 2026

Minor updates to the filesystem cookbook and fixes for filesystem tool instructions.

Jul 25, 2026

Introduces a durable agent filesystem and overhauls the AgentOS cookbook and quickstart guide.

Jul 24, 2026