Changelog

New Features:

• Azure OpenAI Responses: Added AzureOpenAIResponses to use the Responses API with Azure OpenAI deployments. See cookbook.
• Elasticsearch: Added Elasticsearch vector database with vector, keyword and hybrid search. See cookbook.
• DocumentationMarkdown: Added a transform for Knowledge.sync_pages that converts Mintlify and Fumadocs components into plain Markdown. See cookbook.

Improvements:

• MCPConfig: Added root_host, path and path_aliases to serve MCP on a dedicated hostname or a custom endpoint path.
• MCP Server Card: /mcp/server-card now returns pretty-printed JSON.

Bug Fixes:

• MCP Tools: Preserve AudioContent from MCP tool results as audio artifacts.
• Slack: Deduplicate event retries by event_id instead of dropping them.
• Remote Agents: RemoteAgent.role and RemoteTeam.role are now properties that return the role instead of a bound method; use .role, not .role().
• Readers: TextReader, MarkdownReader and FieldLabeledCSVReader now accept text streams.
• PPTXReader: Read text inside grouped shapes.
• JSONReader: async_read() now uses the chunking strategy's async achunk().
• Chunking: Preserve newlines and tabs when cleaning text before chunking.
• CSVReader: async_read() keeps every data row across pages with RowChunking(skip_header=True).
• SitemapReader: Keep filenames like myindex.html intact and continue discovery past an invalid .xml.gz sitemap.
• Tools & Workflows: Keep falsy values like 0, False and [] in sync tool results and Parallel workflow step outputs.
• agnoctl: agno connect now reads and writes client configs as UTF-8 (agnoctl 0.2.1).
• DynamoDB: Serialize booleans as native BOOL values.

Breaking Changes:

• CodingTools: run_shell is now opt-in (enable_run_shell=True), and restricted mode runs commands without a shell.
• PublicSurface: With authorization=True and PublicSurface(mcp=True), MCP now accepts only localhost by default; add your domain to MCPConfig(allowed_hosts=[...]).

What's Changed

• fix: read text from grouped shapes in PPTXReader by @devYRPauli in #10037
• feat: add support for Elasticsearch vector database by @sannya-singal in #10018
• [feat] Add Azure OpenAI Responses model by @rastagan-git in #9841
• [fix] Accept text streams in FieldLabeledCSVReader by @n1uz1 in #10020
• [fix] Preserve MCP AudioContent as audio artifacts by @devansh173 in #10036
• fix: serialize booleans as BOOL instead of {"N": "True"} in DynamoDB storage by @Anai-Guo in #9978
• [fix] Use UTF-8 for infra file helpers by @Ghraven in #10113
• docs: fix broken external links in cookbook by @Shxiao101 in #9980
• fix: pretty-print MCP server-card JSON by @ashpreetbedi in #10084
• fix: detect public MCP access alongside JWT REST auth by @ashpreetbedi in #10083
• feat: add optional documentation Markdown source transform by @ashpreetbedi in #10094
• feat: configure MCP hostname and endpoint routing by @ashpreetbedi in #10090
• fix: add missing @Property to RemoteAgent.role and RemoteTeam.role by @kausmeows in #10172
• cookbook: export DocumentationMarkdown and make its example run end to end by @sannya-singal in #10178
• fix: accept text streams in MarkdownReader by @Minouccc in #10168
• [fix] Await async chunking in JSONReader by @Kyousuk1e in #10167
• [fix] Preserve non-index filenames during sitemap URL canonicalization by @yyydddkkk in #10189
• fix: repair cookbook import, dead links and typo by @Shxiao101 in #10134
• fix: dedupe Slack event retries by event_id instead of dropping them by @Himanshu040604 in #10073
• fix: docs correct the Perplexity and v0 base_url defaults in their docstrings by @xizhuomengcontin in #10192
• [fix] Accept text streams in TextReader by @RaycarlLei in #10203
• fix: dependency bump urllib3 to 2.7.0 and requests to 2.33.0 in mcp_toolbox_demo by @katsugtgz in #10184
• test: fix flaky test_tool_hook_receives_messages by @harshsinha03 in #10212
• [fix] keep falsy tool results (0, False, []) on the sync tool execution path by @BlueX888 in #9948
• fix: CONTRIBUTING paths, agno_infra license note, and docstring accuracy by @simpleqt in #9722
• fix: retain falsy values in previous workflow content by @guanzhuohe273-hub in #10208
• fix: Preserve CSV data rows when skipping headers across pages by @baba9811 in #9995
• fix: document PythonTools has no code sandbox by @ysolanky in #10218
• fix: harden CodingTools run_shell against interpreter RCE by @ysolanky in #10210
• [fix] Continue sitemap discovery after invalid gzip data by @RaycarlLei in #10213
• fix: use UTF-8 for agnoctl client config text by @Ghraven in #10038
• fix: run CodingTools restricted shell without a shell to neutralize operator injection by @ysolanky in #10220
• fix: Preserve newlines and tabs in clean_text by @icn5381 in #9985

New Contributors

• @rastagan-git made their first contribution in #9841
• @n1uz1 made their first contribution in #10020
• @devansh173 made their first contribution in #10036
• @Shxiao101 made their first contribution in #9980
• @Minouccc made their first contribution in #10168
• @Kyousuk1e made their first contribution in #10167
• @yyydddkkk made their first contribution in #10189
• @xizhuomengcontin made their first contribution in #10192
• @RaycarlLei made their first contribution in #10203
• @katsugtgz made their first contribution in #10184
• @simpleqt made their first contribution in #9722
• @guanzhuohe273-hub made their first contribution in #10208
• @baba9811 made their first contribution in #9995
• @icn5381 made their first contribution in #9985

Full Changelog: v3.0.9...v3.0.10