* Add a HarnessAgent with available features and sample
* Fix formatting
* Address PR comments and fix mypy error
* Add web search support to HarnessAgent
* Fix build warning
* Apply suggestions from code review
Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
* Address PR comments
* Address PR comments
* Address further PR comments.
* Fix markdown broken link
---------
Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
* Show more authentication methods in Foundry Toolbox MCP
* Remove hardcoded toolbox version num
* Add Foundry MCP OAuth consent handling
* Use message instead of the dedicated item type
* Go back to using OAuthConsentRequestOutputItem
* WIP: sample testing
* Update error code
* Address review on Foundry Toolbox MCP samples
Reviewed feedback addressed:
- Drop the branch-pinned `git+https://...@feature/...` entries from
`04_foundry_toolbox/requirements.txt`; restore the simple comment + `mcp`
runtime dep. The git pins were only useful while iterating on the PR and
shouldn't ship. (eavanvalkenburg)
- Fix the `/toolsets/` typo in both `04_foundry_toolbox/README.md` and
`06_files/README.md`. Verified empirically against the
research_toolbox in the test workspace: the toolbox MCP gateway lives at
`/toolboxes/{name}/mcp?api-version=v1` and requires the
`Foundry-Features: Toolboxes=V1Preview` header. `/toolsets/{name}/mcp`
returns 403 with `preview_feature_required: Toolsets=V1Preview` (a
different opt-in feature).
- Wrap `httpx.AsyncClient(...)` in `async with ... as http_client:` in both
samples so the connection pool is cleaned up. (Copilot reviewer)
- Make the `TOOLBOX_NAME` env var consistent in both samples. Previously the
tool name silently fell back to `"toolbox"` when `TOOLBOX_NAME` was unset,
but `resolve_toolbox_endpoint()` still required `TOOLBOX_NAME` and would
raise `KeyError`. The samples now resolve the endpoint once and derive the
tool name from the resolved URL when `TOOLBOX_NAME` isn't set, so the
local tool name always matches the upstream toolbox identity regardless
of which env var the user set. (Copilot reviewer)
- Rename `_responses.is_consent_error` to `consent_url_from_error`: the
helper returns `str | None` (the consent URL), not a bool, so the new
name matches behavior. Update the test class accordingly. (eavanvalkenburg)
- Tighten `_handle_inner_agent`'s lazy-entry catch from `Exception` to
`AgentFrameworkException`, the type the MCP layer actually wraps consent
errors in via `MCPStreamableHTTPTool.__aenter__` →
`ToolExecutionException(inner_exception=mcp_error)`. Network failures,
cancellations, and other non-framework exceptions now propagate normally
instead of being briefly caught and re-raised. The test helper
`_make_consent_error` is updated to use `ToolExecutionException` so it
matches the real-world wrapping. (eavanvalkenburg)
- Clarify the `github_pat` description in `agent.manifest.yaml` to note
it's only needed when the PAT-based connection (`github-mcp-pat-conn`)
is chosen; users selecting the OAuth2 connection (`github-mcp-oauth-conn`)
can leave it empty. (Copilot reviewer)
Validation: ran both samples end-to-end against a real Foundry toolbox
(`research_toolbox`) -- the samples connect successfully and the agent
lists the toolbox's MCP tools (`api_specs___fetch_azure_rest_api_docs`,
etc.). `uv run poe test -P foundry_hosting` passes (119 tests), pyright +
mypy clean.
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* docs: fix broken Foundry samples link in 04_foundry_toolbox README
The previous URL pointed to an old location of the toolbox supported-scenarios
doc; the doc moved to /samples/python/hosted-agents/SUPPORTED_TOOLBOX_SCENARIOS.md
and the old /samples/python/toolbox/azd path now 404s.
Caught by the markdown-link-check CI step.
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---------
Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* Python: Fix hosted MCP replay producing orphan function_call_output
Resolves part of #5546. After a turn ran a hosted MCP / Foundry-toolbox-MCP
tool, the next turn's replayed input array carried a function_call_output
with an mcp_* call_id and no matching function_call, and the Responses API
returned a 400.
Two layers covered here:
* Chat-client serialize layer (packages/openai): adds mcp_server_tool_call
and mcp_server_tool_result cases to _prepare_message_for_openai and
_prepare_content_for_openai. Pairs are coalesced via a post-pass into a
single mcp_call input item carrying both arguments and output. Orphan
results are dropped (debug-logged) rather than serialized as orphan
function_call_output, which is what the Responses API rejected.
* Host read layer (packages/foundry_hosting): _item_to_message and
_output_item_to_message now route custom_tool_call_output whose
call_id.startswith("mcp_") to Content.from_mcp_server_tool_result.
Non-mcp_ call_ids continue to produce Content.from_function_result.
Symmetric with the host write-side choice for hosted-MCP results.
Two further fixes (agentserver SDK additions, host write-side single-item
emission) remain tracked on the issue and depend on an SDK release.
* Python: Fix pyright unknown-type in _stringify_mcp_output
cast(Sequence[Any], output) after the isinstance check so pyright stops
flagging the loop variable as unknown. Also normalizes a couple of
em-dashes in docstrings I introduced in the prior commit.
* Python: Harden _stringify_mcp_output for dict-shaped MCP outputs
Address Copilot review on PR #5581. Today the helper falls back to
str() for any non-string, non-text-attribute entry, which produces
Python repr (single-quoted dicts) for the canonical MCP raw-JSON
text-content shape `{"type": "text", "text": "..."}` and any other
dict-shaped output.
Three small changes:
* List-entry path: prefer plain string entries, then `.text` attribute
(Content objects), then `entry["text"]` for Mapping entries in the
canonical MCP shape, then JSON-encode anything else.
* Final fallback: `json.dumps(output, default=str)` so Mappings and
scalars produce valid JSON rather than Python repr.
* Two new unit tests covering the dict-with-text shape and the
non-text-dict JSON fallback.
* Python: Suppress mypy redundant-cast on _stringify_mcp_output narrowing
The cast is needed by pyright (reportUnknownVariableType) but mypy
considers it redundant after the preceding isinstance narrowing.
Pyright's behavior is correct for the strict-mode reporting we run,
so keep the cast and silence mypy on the line.
* fixes to FoundryAgent to connect to new hosted agents
Co-authored-by: Copilot <copilot@github.com>
* fix mypy
Co-authored-by: Copilot <copilot@github.com>
* Python: remove Foundry service session helpers
Remove the public hosted-agent service session CRUD helpers from FoundryAgent and drop the related feature-stage inventory entry.
Update the hosted-agent sample to create and delete service sessions directly through the preview AIProjectClient APIs, and tighten a few test harnesses surfaced by full workspace validation.
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* fix from merge
* fix hosted env detection
Co-authored-by: Copilot <copilot@github.com>
* reverted sample update
* fix tests and code
Co-authored-by: Copilot <copilot@github.com>
* remove aenter
* skipping some tests
Co-authored-by: Copilot <copilot@github.com>
---------
Co-authored-by: Copilot <copilot@github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Eduard van Valkenburg
·
2026-04-24 09:25:03 +00:00
* Python: Wrapper + Samples 1st (#5177)
* Experiment
* Update dependency and add non streaming
* Add more samples
* Rename samples
* Add invocations
* Comments 1
* Comments 2
* Comments 3
* Improve README
* Add local shell sample
* WIP: Add eval and memory samples
* Update user agent prefix
* Update user agent prefix doc
* Update dependency (#5215)
* Add tests and more content types (#5235)
* Add tests
* fix tests and sample
* Fix formatting
* Remove function approval contents
* Python: Refine samples and upgrade packages (#5261)
* Refine samples and upgrade pacakges
* Upgrade to a new package that fixes a bug
* Update model env var
* Move samples (#5281)
* Python: Upgrade agentserver packages (#5284)
* Upgrade agentserver packages
* Fix new types
* Python: Add special handling for workflows (#5298)
* Add special handling for workflows
* Address comments
* Improve samples (#5372)
* Python: Add more types (#5378)
* Add more type supports
* Upgrade packages
* Remove TODOs in README
* Fix README
* Comments and mypy
* User agent scoped
* Fix README
* Fix pre commit
* Fix pre commit 2
* Fix pre commit 3
* Fix pre commit 4
* Fix pre commit 5
* Fix pre commit 6
* Add azure-monitor-opentelemetry to dev deps
Fixes Samples & Markdown CI failure. The PR's new transitive dep on
azure-monitor-opentelemetry-exporter (via azure-ai-agentserver-core) makes
pyright resolve the azure.monitor.opentelemetry namespace, flipping the
check_md_code_blocks diagnostic for `configure_azure_monitor` from
reportMissingImports (filtered) to reportAttributeAccessIssue (not filtered).
Installing the umbrella azure-monitor-opentelemetry package in dev makes
pyright resolve the symbol correctly, matching the install guidance the
observability README already gives users.
---------
Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
westey ·
Yufeng He ·
Tao Chen ·
Copilot ·
Evan Mattson ·
Eduard van Valkenburg ·