aws/bedrock-agentcore-sdk-python

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Python SDK for transforming any AI agent into a production-ready application. Framework-agnostic primitives for runtime, memory, authentication, and tools with AWS-managed infrastructure.

Stars: 764
Forks: 149
Open beginner issues: 5
Indexed issues: 81
Avg merge: 1d 19h
Merged PRs (30d): 7

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 16, 2026
Latest indexed: Sep 14, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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80 open issues indexed

Span helpers, WaitConfig and batch insights are not reachable from a public import Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 48/100

aws/bedrock-agentcore-sdk-python#663 · Opened Sep 15, 2026
Port AgentCoreMemoryStore (MemoryStore interface) from TypeScript SDK to Python Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 58/100

aws/bedrock-agentcore-sdk-python#661 · Opened Sep 11, 2026
Streaming responses silently turn unserialisable events into JSON strings of their Python repr Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 76/100

aws/bedrock-agentcore-sdk-python#659 · Opened Sep 4, 2026
[FEATURE] Support offline custom dependencies for Code Interpreter sessions Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

aws/bedrock-agentcore-sdk-python#657 · 4 reactions · Opened Sep 1, 2026
[FEATURE] Add a Strands web search tool under the existing integrations pattern Open

enhancement tools

aws/bedrock-agentcore-sdk-python#655 · 1 assignee · Opened Sep 1, 2026
[FEATURE] Add a WebSearch client to bedrock_agentcore.tools and a create_web_search_target() helper Open

enhancement gateway tools

aws/bedrock-agentcore-sdk-python#654 · 1 comment · 1 assignee · Opened Sep 1, 2026
Add post-payment delivery validation without retrying possible spend Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

aws/bedrock-agentcore-sdk-python#651 · 2 comments · Opened Aug 26, 2026
[FEATURE] AgentCore Harness: expose prompt caching (Strands cache_config) as a Harness-level config option Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 45/100

aws/bedrock-agentcore-sdk-python#649 · Opened Aug 21, 2026
Browser profile restores cookie but not localStorage across sessions in two regions Open

question

Difficulty 4/5 3-5 days Newbie friendliness 30/100

aws/bedrock-agentcore-sdk-python#647 · Opened Aug 20, 2026
AgentCoreMemorySessionManager: allow excluding binary content from persisted messages Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 52/100

aws/bedrock-agentcore-sdk-python#646 · Opened Aug 20, 2026
Spans are lost because _handle_invocation never flushes the TracerProvider before the microVM freezes Open

bug high-severity

Difficulty 3/5 1-2 days Newbie friendliness 25/100

aws/bedrock-agentcore-sdk-python#629 · Opened Aug 10, 2026
[BUG] filter_restored_tool_context is incompatible with extended thinking Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 52/100

aws/bedrock-agentcore-sdk-python#621 · 1 comment · Opened Aug 5, 2026
Add user identity (enduser.id) attribute to OpenTelemetry Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

aws/bedrock-agentcore-sdk-python#592 · 1 comment · Opened Jul 23, 2026
[BUG] StrandsA2AExecutor served via serve_a2a never hits AgentCore idle session timeout (causes runaway execution environments) Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

aws/bedrock-agentcore-sdk-python#583 · 3 comments · Opened Jul 20, 2026
Agentcore Search Tool plugin must covers allow list Open

Difficulty 3/5 1-2 days Newbie friendliness 64/100

aws/bedrock-agentcore-sdk-python#580 · Opened Jul 17, 2026
gen_ai spans (invoke_agent / execute_tool) omit calling user identity and client IP — add enduser.id / client.address Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

aws/bedrock-agentcore-sdk-python#577 · Opened Jul 13, 2026
[Feature request] AgentCoreToolSearchPlugin: add tool_filters support to restrict tools resolved from AgentCore Gateway Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

aws/bedrock-agentcore-sdk-python#567 · 1 comment · Opened Jul 6, 2026
`AgentCoreMemorySessionManager` silently drops conversation history when the metadata-filtered `ListEvents` (`read_agent`/`read_session`) is not yet consistent Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

aws/bedrock-agentcore-sdk-python#564 · Opened Jul 2, 2026
[Bug] update_message fails with parameter validation error when SessionMessage.message_id is a Strands positional integer index Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

aws/bedrock-agentcore-sdk-python#556 · Opened Jun 29, 2026
Restored history with `filter_restored_tool_context` can be Converse-invalid (assistant-prefill ValidationException) Open

Difficulty 3/5 1-2 days Newbie friendliness 70/100

aws/bedrock-agentcore-sdk-python#547 · Opened Jun 25, 2026
InvokeAgentRuntime reports a container startup crash (ModuleNotFoundError) as 'Runtime initialization time exceeded' — misleading; surface the real failure Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

aws/bedrock-agentcore-sdk-python#519 · Opened Jun 14, 2026
[Bug] Harness Browser: Live View "Take control"/"Release" breaks the agent's automation on SSO handback (workaround: interact without Take control + reconnect) Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

aws/bedrock-agentcore-sdk-python#518 · 1 comment · Opened Jun 13, 2026
bug: flaky integration test `tests_integ/memory/integrations/test_session_manager.py::TestAgentCoreMemorySessionManager:` Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 48/100

aws/bedrock-agentcore-sdk-python#514 · Opened Jun 11, 2026
CodeInterpreter should not require a region argument Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

aws/bedrock-agentcore-sdk-python#511 · Opened Jun 8, 2026
[Bug] 1.11.0 fails to import on fresh install: bedrock_agentcore.evaluation triggers ModuleNotFoundError: No module named 'requests' Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

aws/bedrock-agentcore-sdk-python#496 · 1 comment · Opened May 24, 2026
[Feature] @kb_transformation decorator for Knowledge Base custom transformation Lambdas Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

aws/bedrock-agentcore-sdk-python#488 · Opened May 20, 2026
BedrockAgentCoreContext.get_workload_access_token() returns None for plain FastAPI runtimes (3 silent gotchas) Open

Difficulty 5/5 Over a week Newbie friendliness 42/100

aws/bedrock-agentcore-sdk-python#484 · 1 reaction · Opened May 18, 2026
docs: /ping response requires undocumented `time_of_last_update` field — without it AgentCore silently reaps microVMs even when status is HealthyBusy Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

aws/bedrock-agentcore-sdk-python#471 · Opened May 11, 2026
Multi-agent (Graph) session support missing from AgentCoreMemorySessionManager Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

aws/bedrock-agentcore-sdk-python#467 · Opened May 11, 2026
[Enhancement] Evaluation Client: extensible hook for external reasoning verification before payment settlement Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

aws/bedrock-agentcore-sdk-python#466 · Opened May 10, 2026
OTEL context token detached across asyncio/thread boundary in memory client + Strands session_manager Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

aws/bedrock-agentcore-sdk-python#456 · Opened May 6, 2026
[Feature] Auto-populate AgentCard.skills[] from Strands tool_registry in serve_a2a Open

Difficulty 3/5 1-2 days Newbie friendliness 52/100

aws/bedrock-agentcore-sdk-python#453 · 1 reaction · Opened May 5, 2026
OPENAI OSS 120B Converse Streaming Tool use arguments parser Open

aws/bedrock-agentcore-sdk-python#425 · 1 comment · 1 assignee · Opened Apr 21, 2026
[Feature Request] Bearer-token HTTP client for runtime invocation and InvokeAgentRuntimeCommand Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

aws/bedrock-agentcore-sdk-python#423 · 2 comments · Opened Apr 20, 2026
AgentCoreMemorySessionManager: retrieval_config context accumulates O(turns × records) across multi-turn conversations Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

aws/bedrock-agentcore-sdk-python#420 · Opened Apr 16, 2026
List active *runtime* sessions through the SDK Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

aws/bedrock-agentcore-sdk-python#402 · 3 comments · 8 reactions · Opened Apr 9, 2026
feat: Support Secrets Manager references in runtime environment variables Open

Difficulty 5/5 Over a week Newbie friendliness 42/100

aws/bedrock-agentcore-sdk-python#396 · 13 reactions · Opened Apr 6, 2026
feat: Observability Client — Delivery, Query & Trace Analysis Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

aws/bedrock-agentcore-sdk-python#395 · Opened Apr 6, 2026
feat: Identity — JWT Federation Lifecycle Open

enhancement identity

Difficulty 5/5 Over a week Newbie friendliness 42/100

aws/bedrock-agentcore-sdk-python#394 · Opened Apr 6, 2026
feat: Evaluation Client — Lifecycle, Orchestration & Online Pipeline Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

aws/bedrock-agentcore-sdk-python#393 · Opened Apr 6, 2026
CI pipeline does not trigger on release PRs created by github-actions[bot] Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

aws/bedrock-agentcore-sdk-python#370 · Opened Mar 26, 2026
bug: missing IDE autocomplete for passthrough methods. Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

aws/bedrock-agentcore-sdk-python#354 · Opened Mar 18, 2026
bug: incorrect pagination in Memory Session Manager `list_messages` Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 58/100

aws/bedrock-agentcore-sdk-python#346 · 1 comment · Opened Mar 16, 2026
Pagination discrepancy for MemorySessionManager ---> search_long_term_memories and list_long_term_memory_records Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

aws/bedrock-agentcore-sdk-python#327 · 1 comment · Opened Mar 12, 2026
Pydantic deprecation warning: Support for class-based `config` is deprecated, use ConfigDict instead Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

aws/bedrock-agentcore-sdk-python#320 · 2 comments · 3 reactions · Opened Mar 11, 2026
browser_session() and BrowserClient.start() do not support proxyConfiguration Open

enhancement tools

Difficulty 3/5 1-2 days Newbie friendliness 55/100

aws/bedrock-agentcore-sdk-python#275 · Opened Feb 23, 2026
Add Codecov coverage badge to README Open

Difficulty 1/5 Under an hour Newbie friendliness 72/100

aws/bedrock-agentcore-sdk-python#268 · Opened Feb 16, 2026
Add SSE event type and id support to _convert_to_sse Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

aws/bedrock-agentcore-sdk-python#265 · 1 comment · 1 reaction · Opened Feb 11, 2026
import-agent: Specify Bedrock AgentCore Gateway Targets Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

aws/bedrock-agentcore-sdk-python#261 · Opened Feb 10, 2026
AgentCore Runtime - get_async_task_info - did not return metadata Open

Difficulty 2/5 1-3 hours Newbie friendliness 52/100

aws/bedrock-agentcore-sdk-python#258 · Opened Feb 8, 2026

aws/bedrock-agentcore-sdk-python

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