Add get_llm(), get_secrets(), and get_mcp_config() methods to RemoteWorkspace by malhotra5 · Pull Request #3077 · OpenHands/software-agent-sdk

malhotra5 · 2026-05-06T14:37:26Z

Summary

Add default implementations of get_llm(), get_secrets(), and get_mcp_config() methods to the base RemoteWorkspace class that fetch configuration from the agent-server's persisted settings endpoints.

Closes #3076

Fixes AGE-1451

Changes

New Methods on `RemoteWorkspace`

get_llm(**llm_kwargs) -> LLM
- Calls GET /api/settings with X-Expose-Secrets: plaintext header
- Extracts LLM configuration (model, api_key, base_url) from agent_settings.llm
- Returns a configured LLM instance
- Supports kwargs to override persisted settings
get_secrets(names: list[str] | None = None) -> dict[str, LookupSecret]
- Calls GET /api/settings/secrets to list available secrets
- Returns LookupSecret references pointing to /api/settings/secrets/{name}
- Supports filtering by specific secret names
- Includes X-Session-API-Key header for authentication
get_mcp_config() -> dict[str, Any]
- Calls GET /api/settings with X-Expose-Secrets: plaintext header
- Extracts MCP configuration from agent_settings.mcp_config
- Returns dict compatible with MCPConfig.model_validate()

New Example

Added examples/02_remote_agent_server/13_workspace_get_llm.py demonstrating:

Spinning up an agent-server with session API key authentication
Configuring LLM settings via the Settings API
Using workspace.get_llm() to retrieve configured LLM
Starting a conversation with the retrieved LLM
Using workspace.get_secrets() and workspace.get_mcp_config()

Design Decision

These methods are placed on RemoteWorkspace (not a specific subclass like APIRemoteWorkspace) because:

All remote workspaces connect to an agent-server - The agent-server has /api/settings endpoints
DRY - DockerWorkspace, ApptainerWorkspace, APIRemoteWorkspace all inherit automatically
Override pattern - OpenHandsCloudWorkspace already overrides with Cloud API calls

RemoteWorkspace (base - has default get_llm/get_secrets/get_mcp_config)
├── OpenHandsCloudWorkspace (OVERRIDES to use Cloud API)
├── APIRemoteWorkspace (inherits default implementations)
├── DockerWorkspace (inherits default implementations)
└── ApptainerWorkspace (inherits default implementations)

Usage Examples

# With DockerWorkspace
with DockerWorkspace(...) as workspace:
    llm = workspace.get_llm()
    secrets = workspace.get_secrets()
    mcp_config = workspace.get_mcp_config()

    conversation.update_secrets(secrets)
    agent = Agent(llm=llm, mcp_config=mcp_config, tools=...)

# With APIRemoteWorkspace
with APIRemoteWorkspace(...) as workspace:
    llm = workspace.get_llm(model="gpt-4o")  # Override model
    gh_token = workspace.get_secrets(names=["GITHUB_TOKEN"])

Testing

Added 11 new unit tests covering:
- Successful LLM retrieval with persisted settings
- Kwargs override for LLM settings
- Secret list retrieval and filtering
- MCP config retrieval
- Error handling for undefined host
- Empty responses handling

All 36 tests in test_remote_workspace.py pass.

This PR was created by an AI agent (OpenHands) on behalf of a user.

Agent Server images for this PR

• GHCR package: https://github.com/OpenHands/agent-sdk/pkgs/container/agent-server

Variants & Base Images

Variant	Architectures	Base Image	Docs / Tags
java	amd64, arm64	`eclipse-temurin:17-jdk`	Link
python	amd64, arm64	`nikolaik/python-nodejs:python3.13-nodejs22-slim`	Link
golang	amd64, arm64	`golang:1.21-bookworm`	Link

Pull (multi-arch manifest)

# Each variant is a multi-arch manifest supporting both amd64 and arm64
docker pull ghcr.io/openhands/agent-server:270c233-python

Run

docker run -it --rm \
  -p 8000:8000 \
  --name agent-server-270c233-python \
  ghcr.io/openhands/agent-server:270c233-python

All tags pushed for this build

ghcr.io/openhands/agent-server:270c233-golang-amd64
ghcr.io/openhands/agent-server:270c233-golang_tag_1.21-bookworm-amd64
ghcr.io/openhands/agent-server:270c233-golang-arm64
ghcr.io/openhands/agent-server:270c233-golang_tag_1.21-bookworm-arm64
ghcr.io/openhands/agent-server:270c233-java-amd64
ghcr.io/openhands/agent-server:270c233-eclipse-temurin_tag_17-jdk-amd64
ghcr.io/openhands/agent-server:270c233-java-arm64
ghcr.io/openhands/agent-server:270c233-eclipse-temurin_tag_17-jdk-arm64
ghcr.io/openhands/agent-server:270c233-python-amd64
ghcr.io/openhands/agent-server:270c233-nikolaik_s_python-nodejs_tag_python3.13-nodejs22-slim-amd64
ghcr.io/openhands/agent-server:270c233-python-arm64
ghcr.io/openhands/agent-server:270c233-nikolaik_s_python-nodejs_tag_python3.13-nodejs22-slim-arm64
ghcr.io/openhands/agent-server:270c233-golang
ghcr.io/openhands/agent-server:270c233-java
ghcr.io/openhands/agent-server:270c233-python

About Multi-Architecture Support

Each variant tag (e.g., 270c233-python) is a multi-arch manifest supporting both amd64 and arm64
Docker automatically pulls the correct architecture for your platform
Individual architecture tags (e.g., 270c233-python-amd64) are also available if needed

…orkspace Add default implementations of settings methods to RemoteWorkspace base class that fetch configuration from the agent-server's persisted settings endpoints. This enables DockerWorkspace, APIRemoteWorkspace, and other RemoteWorkspace subclasses to retrieve LLM config, secrets, and MCP config from the agent-server. - get_llm(): Fetches LLM settings from /api/settings with X-Expose-Secrets: plaintext - get_secrets(): Returns LookupSecret references for lazy secret resolution - get_mcp_config(): Returns MCP configuration in MCPConfig-compatible format OpenHandsCloudWorkspace already overrides these methods to use Cloud API endpoints. Closes #3076 Co-authored-by: openhands <openhands@all-hands.dev>

github-actions · 2026-05-06T14:37:56Z

Python API breakage checks — ✅ PASSED

Result: ✅ PASSED

Action log

github-actions · 2026-05-06T14:38:07Z

REST API breakage checks (OpenAPI) — ✅ PASSED

Result: ✅ PASSED

Action log

github-actions · 2026-05-06T14:41:10Z

Coverage Report •

File	Stmts	Miss	Cover	Missing
openhands-agent-server/openhands/agent_server
settings_router.py	141	10	92%	86, 218, 289, 291–292, 390, 392–393, 431, 436
openhands-agent-server/openhands/agent_server/persistence
models.py	145	22	84%	155, 187, 241, 276–282, 284, 286, 289, 293, 319, 336–337, 368–371, 374
openhands-sdk/openhands/sdk/settings
api_models.py	25	4	84%	69, 71, 79, 81
openhands-sdk/openhands/sdk/workspace/remote
base.py	131	20	84%	34, 63–68, 109–113, 190–192, 206–208, 257, 434
TOTAL	25705	6239	75%

Add example 13 showing how to: 1. Spin up an agent-server 2. Configure LLM settings via the Settings API 3. Use workspace.get_llm() to retrieve a configured LLM 4. Start a conversation using the retrieved LLM 5. Demonstrate get_secrets() and get_mcp_config() methods Co-authored-by: openhands <openhands@all-hands.dev>

- Generate random session API key for agent-server - Demonstrate 401 rejection without API key - Show RemoteWorkspace.api_key usage for authenticated requests - Verify LookupSecrets include auth headers for resolution Co-authored-by: openhands <openhands@all-hands.dev>

all-hands-bot

🟢 Good taste - Clean implementation of settings retrieval methods with proper authentication, retry logic, and comprehensive tests.

[IMPROVEMENT OPPORTUNITIES]

[openhands-sdk/openhands/sdk/workspace/remote/base.py, Lines 307-313] Defensive Programming: The conditional dict building (if llm_config.get("model")) could hide configuration errors. If the server returns empty strings, they're silently skipped. Consider preserving all values and letting the LLM constructor validate them.
[openhands-sdk/openhands/sdk/workspace/remote/base.py, Line 432] Unclear Comment: The comment mentions "legacy format" but doesn't explain what it is. If no legacy format exists, this is dead code that should be removed. If there is a legacy format, document it.

[RISK ASSESSMENT]

[Overall PR] ⚠️ Risk Assessment: 🟢 LOW

Additive feature that provides convenience methods for fetching settings from agent-server. Well-tested with proper authentication and retry logic. No existing behavior modified.

VERDICT:
✅ Worth merging: Core logic is sound, minor improvements suggested

KEY INSIGHT:
Provides a clean abstraction for remote workspaces to fetch LLM/secrets/MCP configuration from agent-server settings, following the existing pattern where OpenHandsCloudWorkspace can override for Cloud API endpoints.

github-actions · 2026-05-06T15:16:48Z

🔄 Running Examples with `openhands/claude-haiku-4-5-20251001`

Generated: 2026-05-06 15:31:27 UTC

Example	Status	Duration	Cost
01_standalone_sdk/02_custom_tools.py	✅ PASS	24.9s	$0.03
01_standalone_sdk/03_activate_skill.py	✅ PASS	22.1s	$0.03
01_standalone_sdk/05_use_llm_registry.py	✅ PASS	11.5s	$0.01
01_standalone_sdk/07_mcp_integration.py	✅ PASS	37.0s	$0.03
01_standalone_sdk/09_pause_example.py	✅ PASS	14.5s	$0.01
01_standalone_sdk/10_persistence.py	✅ PASS	47.2s	$0.04
01_standalone_sdk/11_async.py	✅ PASS	33.0s	$0.04
01_standalone_sdk/12_custom_secrets.py	✅ PASS	9.3s	$0.00
01_standalone_sdk/13_get_llm_metrics.py	✅ PASS	30.6s	$0.02
01_standalone_sdk/14_context_condenser.py	✅ PASS	3m 7s	$0.20
01_standalone_sdk/17_image_input.py	✅ PASS	22.6s	$0.02
01_standalone_sdk/18_send_message_while_processing.py	✅ PASS	25.8s	$0.02
01_standalone_sdk/19_llm_routing.py	✅ PASS	18.0s	$0.02
01_standalone_sdk/20_stuck_detector.py	✅ PASS	14.9s	$0.02
01_standalone_sdk/21_generate_extraneous_conversation_costs.py	✅ PASS	10.4s	$0.00
01_standalone_sdk/22_anthropic_thinking.py	✅ PASS	15.7s	$0.01
01_standalone_sdk/23_responses_reasoning.py	✅ PASS	1m 48s	$0.02
01_standalone_sdk/24_planning_agent_workflow.py	✅ PASS	5m 22s	$0.35
01_standalone_sdk/25_agent_delegation.py	✅ PASS	54.4s	$0.06
01_standalone_sdk/26_custom_visualizer.py	✅ PASS	17.6s	$0.02
01_standalone_sdk/28_ask_agent_example.py	✅ PASS	44.1s	$0.05
01_standalone_sdk/29_llm_streaming.py	✅ PASS	38.9s	$0.03
01_standalone_sdk/30_tom_agent.py	✅ PASS	9.4s	$0.01
01_standalone_sdk/31_iterative_refinement.py	✅ PASS	4m 56s	$0.37
01_standalone_sdk/32_configurable_security_policy.py	✅ PASS	17.4s	$0.02
01_standalone_sdk/34_critic_example.py	✅ PASS	6m 24s	$0.58
01_standalone_sdk/36_event_json_to_openai_messages.py	✅ PASS	9.8s	$0.01
01_standalone_sdk/37_llm_profile_store/main.py	✅ PASS	4.0s	$0.00
01_standalone_sdk/38_browser_session_recording.py	✅ PASS	38.3s	$0.03
01_standalone_sdk/39_llm_fallback.py	✅ PASS	10.2s	$0.01
01_standalone_sdk/40_acp_agent_example.py	✅ PASS	45.4s	$0.13
01_standalone_sdk/41_task_tool_set.py	✅ PASS	31.5s	$0.03
01_standalone_sdk/42_file_based_subagents.py	✅ PASS	1m 25s	$0.08
01_standalone_sdk/43_mixed_marketplace_skills/main.py	✅ PASS	6.9s	$0.00
01_standalone_sdk/44_model_switching_in_convo.py	✅ PASS	8.5s	$0.01
01_standalone_sdk/45_parallel_tool_execution.py	✅ PASS	3m 25s	$0.57
01_standalone_sdk/46_agent_settings.py	✅ PASS	11.6s	$0.01
01_standalone_sdk/47_defense_in_depth_security.py	✅ PASS	3.3s	$0.00
01_standalone_sdk/48_conversation_fork.py	✅ PASS	12.4s	$0.00
02_remote_agent_server/01_convo_with_local_agent_server.py	✅ PASS	35.2s	$0.02
02_remote_agent_server/02_convo_with_docker_sandboxed_server.py	✅ PASS	1m 33s	$0.05
02_remote_agent_server/03_browser_use_with_docker_sandboxed_server.py	✅ PASS	1m 42s	--
02_remote_agent_server/04_convo_with_api_sandboxed_server.py	✅ PASS	1m 21s	$0.04
02_remote_agent_server/07_convo_with_cloud_workspace.py	✅ PASS	29.5s	$0.04
02_remote_agent_server/08_convo_with_apptainer_sandboxed_server.py	✅ PASS	3m 22s	$0.02
02_remote_agent_server/09_acp_agent_with_remote_runtime.py	✅ PASS	1m 11s	$0.12
02_remote_agent_server/10_cloud_workspace_share_credentials.py	✅ PASS	1m 23s	$0.06
02_remote_agent_server/11_conversation_fork.py	✅ PASS	32.9s	$0.00
02_remote_agent_server/12_settings_and_secrets_api.py	✅ PASS	2m 10s	$0.02
02_remote_agent_server/13_workspace_get_llm.py	✅ PASS	19.4s	$0.01
04_llm_specific_tools/01_gpt5_apply_patch_preset.py	✅ PASS	20.5s	$0.01
04_llm_specific_tools/02_gemini_file_tools.py	✅ PASS	43.8s	$0.08
05_skills_and_plugins/01_loading_agentskills/main.py	✅ PASS	16.0s	$0.02
05_skills_and_plugins/02_loading_plugins/main.py	✅ PASS	22.2s	$0.02

✅ All tests passed!

Total: 54 | Passed: 54 | Failed: 0 | Total Cost: $3.44

View full workflow run

Address review feedback: 1. Pass all llm_config fields to LLM constructor, not just model/api_key/base_url 2. Move response models from agent-server to SDK for sharing: - SettingsResponse, SettingsUpdateRequest - SecretsListResponse, SecretItemResponse, SecretCreateRequest 3. Use Pydantic model_validate() for proper response validation 4. Agent-server now imports these models from SDK This enables SDK clients (RemoteWorkspace) to validate responses using the same models used by agent-server endpoints, eliminating duplication and ensuring contract consistency. Co-authored-by: openhands <openhands@all-hands.dev>

Build on the previous commit's SettingsResponse validation by also validating the agent_settings dict through validate_agent_settings(), which produces a fully typed AgentSettingsConfig (OpenHandsAgentSettings or ACPAgentSettings). This gives: - get_llm(): returns settings.llm directly (a real LLM instance with all persisted fields, not just model/api_key/base_url) - get_mcp_config(): accesses settings.mcp_config (typed MCPConfig), uses isinstance check to correctly handle ACPAgentSettings which has no mcp_config field - _fetch_agent_settings(): shared helper that calls GET /api/settings, validates the outer SettingsResponse, then validates the inner agent_settings dict through the SDK's discriminated union Co-authored-by: openhands <openhands@all-hands.dev>

…afety - Add get_agent_settings() method that validates and returns AgentSettingsConfig - Add get_conversation_settings() method that validates and returns ConversationSettings - Keep dict[str, Any] fields since server needs to control secret serialization via context - Document why typed fields aren't used (FastAPI serialization loses context) - Provide examples in docstrings for client usage Co-authored-by: openhands <openhands@all-hands.dev>

xingyaoww

LGTM once you've confirmed example 02-13 works!

github-actions · 2026-05-06T21:01:43Z

🔄 Running Examples with `openhands/claude-haiku-4-5-20251001`

Generated: 2026-05-06 21:15:58 UTC

Example	Status	Duration	Cost
01_standalone_sdk/02_custom_tools.py	✅ PASS	23.0s	$0.03
01_standalone_sdk/03_activate_skill.py	✅ PASS	23.6s	$0.03
01_standalone_sdk/05_use_llm_registry.py	✅ PASS	12.9s	$0.01
01_standalone_sdk/07_mcp_integration.py	✅ PASS	33.8s	$0.03
01_standalone_sdk/09_pause_example.py	✅ PASS	13.2s	$0.01
01_standalone_sdk/10_persistence.py	✅ PASS	31.9s	$0.03
01_standalone_sdk/11_async.py	✅ PASS	34.7s	$0.04
01_standalone_sdk/12_custom_secrets.py	✅ PASS	9.9s	$0.00
01_standalone_sdk/13_get_llm_metrics.py	✅ PASS	41.4s	$0.04
01_standalone_sdk/14_context_condenser.py	✅ PASS	3m 29s	$0.22
01_standalone_sdk/17_image_input.py	✅ PASS	20.8s	$0.02
01_standalone_sdk/18_send_message_while_processing.py	✅ PASS	16.5s	$0.01
01_standalone_sdk/19_llm_routing.py	✅ PASS	16.0s	$0.02
01_standalone_sdk/20_stuck_detector.py	✅ PASS	15.4s	$0.02
01_standalone_sdk/21_generate_extraneous_conversation_costs.py	✅ PASS	10.7s	$0.00
01_standalone_sdk/22_anthropic_thinking.py	✅ PASS	21.4s	$0.01
01_standalone_sdk/23_responses_reasoning.py	✅ PASS	1m 26s	$0.01
01_standalone_sdk/24_planning_agent_workflow.py	✅ PASS	4m 3s	$0.31
01_standalone_sdk/25_agent_delegation.py	✅ PASS	1m 4s	$0.07
01_standalone_sdk/26_custom_visualizer.py	✅ PASS	19.5s	$0.02
01_standalone_sdk/28_ask_agent_example.py	✅ PASS	32.9s	$0.04
01_standalone_sdk/29_llm_streaming.py	✅ PASS	37.4s	$0.03
01_standalone_sdk/30_tom_agent.py	✅ PASS	9.1s	$0.01
01_standalone_sdk/31_iterative_refinement.py	✅ PASS	5m 20s	$0.36
01_standalone_sdk/32_configurable_security_policy.py	✅ PASS	18.1s	$0.02
01_standalone_sdk/34_critic_example.py	✅ PASS	1m 25s	$0.11
01_standalone_sdk/36_event_json_to_openai_messages.py	✅ PASS	12.8s	$0.01
01_standalone_sdk/37_llm_profile_store/main.py	✅ PASS	7.6s	$0.00
01_standalone_sdk/38_browser_session_recording.py	✅ PASS	34.2s	$0.03
01_standalone_sdk/39_llm_fallback.py	✅ PASS	9.8s	$0.01
01_standalone_sdk/40_acp_agent_example.py	✅ PASS	27.0s	$0.13
01_standalone_sdk/41_task_tool_set.py	✅ PASS	20.2s	$0.02
01_standalone_sdk/42_file_based_subagents.py	✅ PASS	1m 26s	$0.08
01_standalone_sdk/43_mixed_marketplace_skills/main.py	✅ PASS	6.2s	$0.00
01_standalone_sdk/44_model_switching_in_convo.py	✅ PASS	7.8s	$0.01
01_standalone_sdk/45_parallel_tool_execution.py	✅ PASS	3m 35s	$0.56
01_standalone_sdk/46_agent_settings.py	✅ PASS	10.2s	$0.01
01_standalone_sdk/47_defense_in_depth_security.py	✅ PASS	3.2s	$0.00
01_standalone_sdk/48_conversation_fork.py	✅ PASS	13.3s	$0.00
02_remote_agent_server/01_convo_with_local_agent_server.py	✅ PASS	32.0s	$0.03
02_remote_agent_server/02_convo_with_docker_sandboxed_server.py	✅ PASS	1m 38s	$0.07
02_remote_agent_server/03_browser_use_with_docker_sandboxed_server.py	✅ PASS	1m 1s	$0.06
02_remote_agent_server/04_convo_with_api_sandboxed_server.py	✅ PASS	1m 11s	$0.04
02_remote_agent_server/07_convo_with_cloud_workspace.py	✅ PASS	26.4s	$0.03
02_remote_agent_server/08_convo_with_apptainer_sandboxed_server.py	✅ PASS	3m 34s	$0.02
02_remote_agent_server/09_acp_agent_with_remote_runtime.py	✅ PASS	1m 12s	$0.14
02_remote_agent_server/10_cloud_workspace_share_credentials.py	✅ PASS	42.2s	$0.06
02_remote_agent_server/11_conversation_fork.py	✅ PASS	42.5s	$0.00
02_remote_agent_server/12_settings_and_secrets_api.py	✅ PASS	2m 9s	$0.02
02_remote_agent_server/13_workspace_get_llm.py	✅ PASS	24.8s	$0.01
04_llm_specific_tools/01_gpt5_apply_patch_preset.py	✅ PASS	19.9s	$0.02
04_llm_specific_tools/02_gemini_file_tools.py	✅ PASS	37.6s	$0.08
05_skills_and_plugins/01_loading_agentskills/main.py	✅ PASS	21.4s	$0.02
05_skills_and_plugins/02_loading_plugins/main.py	✅ PASS	20.3s	$0.02

✅ All tests passed!

Total: 54 | Passed: 54 | Failed: 0 | Total Cost: $2.99

View full workflow run

openhands-agent added 2 commits May 6, 2026 14:42

malhotra5 marked this pull request as ready for review May 6, 2026 15:00

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malhotra5 added the test-examples Run all applicable "examples/" files. Expensive operation. label May 6, 2026

This was referenced May 6, 2026

Add documentation for Settings and Secrets API examples OpenHands/docs#492

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Add documentation for Settings and Secrets API examples OpenHands/docs#493

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Refactor ManagedAPIServer in examples into a shared utility #3089

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malhotra5 added test-examples Run all applicable "examples/" files. Expensive operation. and removed test-examples Run all applicable "examples/" files. Expensive operation. labels May 6, 2026

xingyaoww merged commit fe7aece into main May 6, 2026
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xingyaoww deleted the remote-workspace-settings-methods branch May 6, 2026 21:20

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Add get_llm(), get_secrets(), and get_mcp_config() methods to RemoteWorkspace#3077

Add get_llm(), get_secrets(), and get_mcp_config() methods to RemoteWorkspace#3077
xingyaoww merged 6 commits intomainfrom
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🔄 Running Examples with openhands/claude-haiku-4-5-20251001

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🔄 Running Examples with openhands/claude-haiku-4-5-20251001

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malhotra5 commented May 6, 2026 •

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New Methods on `RemoteWorkspace`

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🔄 Running Examples with `openhands/claude-haiku-4-5-20251001`

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🔄 Running Examples with `openhands/claude-haiku-4-5-20251001`