Repository Issue Activity (beta)

#6156 Integration idea: BGPT tool for CrewAI scientific research workflows

#6463 Proposal: Security certification for MCP servers used by CrewAI crews

#5832 Discussion: should crews be able to discover external task markets at runtime?

#6414 [FEATURE] Native deterministic guardrail to prevent infinite agent delegation and tool loops

#4877 [FEATURE] GuardrailProvider interface for pre-tool-call authorization

#4789 [Integration] crewai-agentfolio — Agent Identity & Trust Verification Tools

#5888 [FEATURE]:Governance middleware hook for tool call authorization

#6452 Collaboration: open bounty system for CrewAI agents — opportunity scouting + coding tasks

#5789 [FEATURE] Behavioral trust scoring for crew agent interactions

#6453 Code-aware crews: entity-level task partitioning and verification for coding agents

#6458 Docs: preferred way to list an externally-published community tool package (crewai-perseus-vault)?

#6025 [FEATURE] Runtime release-control mediation layer before agent/tool execution

#3154 [BUG] 🐞Agent does not actually invoke tools, only simulates tool usage with fabricated output

#6350 Discussion: Agent Certification Framework for Role-Based Agents

#6043 [FEATURE] Memory write guards for multi-agent crews — prevent cross-agent memory poisoning

#5578 [FEATURE] Add Valkey as a storage backend for the unified memory system

#5845 [BUG] dependency conflict with OpenLIT

#5893 [BUG] Model naming prefixes filtering is too strict

#6024 Policy enforcement test

#6168 Feature request: Mimir as persistent cross-session memory backend (refs #6050, #6159)

#6449 [BUG] Fabricated-Observation recovery in process_llm_response is dead code since #2483 — real tool calls silently discarded for models without stop-word support

#5561 RFC: Agent identity & inter-Crew trust — OWASP ASI03/ASI07 compliance gap

#6221 Agent governance: deterministic tool permission gating for crew agents

#6433 fix: Task dependency graph should validate cycles at creation time, not at runtime

#6442 Eval dataset suggestion