Issues

• [FEATURE] Add and improve MongoDB coverage in the docs

  feature-request
  crewAIInc/crewAI#8096 · Filter by author norareidy opened on Oct 12, 2026

• [FEATURE] Docs page for the Anakin tools package (crewai-anakin)

  crewAIInc/crewAI#8092 · Filter by author bytes-as opened on Oct 12, 2026

• [BUG] result_as_answer discards after-tool hook replacement

  bug
  crewAIInc/crewAI#8091 · Filter by author CSXizhang opened on Oct 12, 2026

• [FEATURE] Add looot data tools to crewai-tools, or confirm the MCP route is enough

  crewAIInc/crewAI#8090 · Filter by author walidboulanouar opened on Oct 12, 2026

• [BUG] Parallel planning swallows tool_failure_policy="raise" and runs downstream agents

  crewAIInc/crewAI#8088 · Filter by author junnhwan opened on Oct 12, 2026

• [BUG]: ensure_type_in_schemas incorrectly forces empty schemas {} to {"type": "object"} in anyOf/oneOf

  crewAIInc/crewAI#8073 · Filter by author chauvuusvn opened on Oct 12, 2026
  2

• [docs] Demonstrate a custom input provider for Flow.ask()

  difficulty:easydocumentationgood first issuehelp wantedllm-generated
  crewAIInc/crewAI#8071 · Filter by author lorenzejay opened on Oct 12, 2026
  1

• [docs] Add a runnable conversational Flow persistence and restart example

  difficulty:easydocumentationgood first issuehelp wantedllm-generated
  crewAIInc/crewAI#8070 · Filter by author lorenzejay opened on Oct 12, 2026
  1

• [BUG] Restore Flow.chat() configuration when trace finalization fails

  bugdifficulty:easygood first issuehelp wantedllm-generated
  crewAIInc/crewAI#8069 · Filter by author lorenzejay opened on Oct 12, 2026
  1

• [FEATURE] Add an opt-in Jev Noul callable guardrail for task outputs

  difficulty:mediumfeature-requesthelp wantedllm-generatedtools
  crewAIInc/crewAI#8068 · Filter by author lorenzejay opened on Oct 12, 2026
  1

• [FEATURE] Add a confidence-aware Python route selector for Jev Choice results

  difficulty:easyfeature-requestgood first issuehelp wantedllm-generatedtools
  crewAIInc/crewAI#8067 · Filter by author lorenzejay opened on Oct 12, 2026
  1

  

• [FEATURE] Add a minimal Jev Choice decision tool using the TypeSafe Python SDK

  difficulty:easyfeature-requestgood first issuehelp wantedllm-generatedtools
  crewAIInc/crewAI#8066 · Filter by author lorenzejay opened on Oct 12, 2026
  1

• [Project] Integrate TypeSafe Jev decisions with CrewAI routing and guardrails

  difficulty:hardfeature-requesthelp wantedllm-generatedstudent-project
  crewAIInc/crewAI#8065 · Filter by author lorenzejay opened on Oct 12, 2026

• [BUG]

  bug
  crewAIInc/crewAI#8063 · Filter by author juanmonterroso-bit opened on Oct 11, 2026

• [BUG] Callable guardrails fail when event metadata cannot inspect their source

  crewAIInc/crewAI#8056 · Filter by author xiajiahang opened on Oct 11, 2026

• [BUG] sanitize_scope_name maps non-ASCII names to "unknown", so memory scopes collide

  crewAIInc/crewAI#8052 · Filter by author Tomato-1101 opened on Oct 11, 2026

• [BUG] Event loop construction under socket-blocking test guards fails on Windows (Network is disabled)

  crewAIInc/crewAI#8050 · Filter by author yuee3 opened on Oct 11, 2026

• [BUG] Boolean exclusiveMinimum / exclusiveMaximum (draft 4, OpenAPI 3.0) make tool schemas reject valid arguments

  crewAIInc/crewAI#8046 · Filter by author taltal-beep opened on Oct 11, 2026

• [BUG] MCPClient silently drops empty [] and {} tool arguments (and list items that clean to empty) before they reach the MCP server

  crewAIInc/crewAI#8045 · Filter by author BlueX888 opened on Oct 11, 2026

• [BUG] System messages with None or list content are stringified into the prompt (OpenAI o1 path, Anthropic)

  crewAIInc/crewAI#8038 · Filter by author syahra712 opened on Oct 10, 2026

• [FEATURE] Deduplicate Bedrock sync/async Converse response handling

  crewAIInc/crewAI#8029 · Filter by author copiumnicus opened on Oct 10, 2026

• [FEATURE] Smol Machines microVM sandbox tools for local and cloud agents

  crewAIInc/crewAI#8018 · Filter by author BinSquare opened on Oct 9, 2026

• [FEATURE] Add Together AI to native OpenAI-compatible provider routing

  difficulty:easyfeature-requestgood first issuehelp wantedllm-generated
  crewAIInc/crewAI#8011 · Filter by author lorenzejay opened on Oct 9, 2026
  3

• [FEATURE] Add Fireworks AI to native OpenAI-compatible provider routing

  difficulty:easyfeature-requestgood first issuehelp wantedllm-generated
  crewAIInc/crewAI#8010 · Filter by author lorenzejay opened on Oct 9, 2026
  2

• [FEATURE] Add Groq to native OpenAI-compatible provider routing

  difficulty:easyfeature-requestgood first issuehelp wantedllm-generated
  crewAIInc/crewAI#8009 · Filter by author lorenzejay opened on Oct 9, 2026
  2