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Framework Support

This page is generated from the versioned files in frameworks/. It records the declared support contract; runtime availability is still reported by agentbridge coverage-report.

Summary

Framework status Count
blocked 1
partial 6
verified 2

Integrations

Framework Package Status Verification lanes Declared capabilities
Amazon Bedrock AgentCore agentbridge-agentcore >=0.1,<1 partial offline, optional_dependency, credentialed 9
CrewAI crewai >=0.11.2,<0.12 blocked offline, optional_dependency, credentialed 8
LangChain Deep Agents deepagents >=0.7,<1 partial offline, optional_dependency, credentialed 9
Google ADK google-adk >=2.9,<3 partial offline, optional_dependency, credentialed 10
LangChain langchain >=1.4,<2 partial offline, optional_dependency, credentialed 13
LangGraph langgraph >=1.2.11,<2 verified offline, optional_dependency, credentialed 13
OpenAI Agents SDK openai-agents >=0.20,<0.21 partial offline, optional_dependency, credentialed 10
Pydantic AI pydantic-ai-slim >=2.42,<3 verified offline, optional_dependency, credentialed 11
Strands Agents strands-agents >=1.55,<2 partial offline, optional_dependency, credentialed 11

Amazon Bedrock AgentCore

  • Framework ID: agentcore
  • Plugin: plugins/agentbridge-agentcore
  • Next slice: Add IAM-aware runtime, Memory, Gateway, and deployment smoke tests.
  • Native escape hatches: runtime client, memory, gateway, identity, native AWS operations
  • Upstream review sources: AgentCore documentation
Capability Declared support
agent.model extension
agui.events extension
deployment.serverless extension
observability.diagnostics extension
observability.tracing extension
state.memory extension
state.session extension
streaming.events extension
tools.mcp extension

CrewAI

  • Framework ID: crewai
  • Plugin: plugins/agentbridge-crewai
  • Next slice: Verify the existing plugin in an isolated Python and dependency environment.
  • Native escape hatches: crew, task, process, native agent options
  • Upstream review sources: CrewAI documentation
Capability Declared support
agent.instructions extension
agent.model extension
human_approval extension
observability.raw extension
state.memory extension
tools.sync extension
workflow.delegation extension
workflow.roles_tasks extension

LangChain Deep Agents

  • Framework ID: deepagents
  • Plugin: plugins/agentbridge-deepagents
  • Next slice: Add credentialed sandbox and hosted deployment execution lanes.
  • Native escape hatches: sandbox, filesystem backend, subagents, skills
  • Upstream review sources: Deep Agents documentation
Capability Declared support
agent.instructions full
agent.model extension
deployment.serverless native_only
human_approval extension
state.checkpointing extension
state.memory extension
structured_output extension
tools.sync extension
workflow.handoffs extension

Google ADK

  • Framework ID: google_adk
  • Plugin: plugins/agentbridge-google-adk
  • Next slice: Run credentialed eval and deployment publishing conformance in an isolated telemetry environment.
  • Native escape hatches: Agent, Runner, session service, artifact service, deployment metadata
  • Upstream review sources: Google ADK documentation
Capability Declared support
agent.instructions full
agent.model extension
deployment.serverless extension
evals extension
state.memory extension
state.session extension
streaming.events extension
structured_output extension
tools.sync full
workflow.handoffs extension

LangChain

  • Framework ID: langchain
  • Plugin: plugins/agentbridge-langchain
  • Next slice: Graduate high-value hosted deployment, provider, and observability paths with credentialed tests.
  • Native escape hatches: native_options, native model, middleware, callbacks
  • Upstream review sources: LangChain documentation, LangChain docs index
Capability Declared support
agent.instructions full
agent.model extension
evals extension
human_approval extension
observability.tracing extension
state.memory extension
state.session extension
streaming.events extension
structured_output extension
tools.async extension
tools.mcp extension
tools.sync full
workflow.graph native_only

LangGraph

  • Framework ID: langgraph
  • Plugin: agentbridge.adapters.langgraph
  • Next slice: Credentialed remote graph, deployment, and hosted runtime conformance.
  • Native escape hatches: native_graph, native_options, runtime_config
  • Upstream review sources: LangGraph documentation
Capability Declared support
agent.instructions partial
agent.model extension
human_approval extension
observability.diagnostics full
observability.tracing extension
state.checkpointing extension
state.session extension
streaming.events full
structured_output full
tools.async full
tools.sync full
workflow.graph full
workflow.routing extension

OpenAI Agents SDK

  • Framework ID: openai_agents
  • Plugin: plugins/agentbridge-openai-agents
  • Next slice: Resolve the OpenAI dependency-major conflict and verify native resume execution.
  • Native escape hatches: Agent, Runner, handoffs, guardrails, MCP servers
  • Upstream review sources: OpenAI Agents SDK documentation
Capability Declared support
agent.instructions full
agent.model extension
guardrails extension
human_approval extension
observability.tracing extension
streaming.events partial
structured_output extension
tools.mcp extension
tools.sync full
workflow.handoffs extension

Pydantic AI

  • Framework ID: pydantic_ai
  • Plugin: agentbridge.adapters.pydantic_ai
  • Next slice: Expand durable execution, provider smoke tests, and native evaluation integration.
  • Native escape hatches: agent_options, model_settings, deps
  • Upstream review sources: Pydantic AI documentation
Capability Declared support
agent.instructions full
agent.model full
observability.diagnostics full
observability.raw full
runtime.retries extension
state.session partial
streaming.events full
structured_output full
structured_output.validation_retries extension
tools.async extension
tools.sync full

Strands Agents

  • Framework ID: strands
  • Plugin: plugins/agentbridge-strands
  • Next slice: Add credentialed AWS and AgentCore deployment conformance.
  • Native escape hatches: Agent options, MCP client, hooks, interventions, AgentCore metadata
  • Upstream review sources: Strands documentation
Capability Declared support
agent.instructions full
agent.model extension
deployment.serverless extension
guardrails extension
observability.tracing extension
state.memory extension
state.session extension
streaming.events extension
structured_output extension
tools.mcp extension
tools.sync full