Commit graph

3,206 commits

Author SHA1 Message Date
Jeremiah Lowin
360c9c31e5
fix: resolve Pyright "Module is not callable" on @tool, @resource, @prompt decorators (#3540)
* pin pydantic-monty to 0.0.8

* rename tool/prompt/resource base modules to avoid decorator name shadow

* add sys.modules shims for old submodule import paths

* preserve original module paths in deprecation warnings

* clarify when sys.modules shims can be removed
2026-03-17 18:11:42 -04:00
Jeremiah Lowin
6bffb22c6c
pin pydantic-monty to 0.0.8 (#3539) 2026-03-17 17:03:37 -04:00
Jeremiah Lowin
3407671ac2
chore: gitignore .claude/worktrees/ (#3529) 2026-03-16 14:50:15 -04:00
marvin-context-protocol[bot]
25d550caf1
chore: Update SDK documentation (#3478)
Co-authored-by: marvin-context-protocol[bot] <225465937+marvin-context-protocol[bot]@users.noreply.github.com>
2026-03-15 16:51:51 -04:00
Jeremiah Lowin
f9ed06176a
fix: route ResourcesAsTools/PromptsAsTools through server middleware (#3495)
* fix: enforce auth/visibility in ResourcesAsTools and PromptsAsTools for non-FastMCP providers

🤖 Co-authored-by: Claude <noreply@anthropic.com>

* fix: honor stdio auth bypass and correct transform ordering in provider wrappers

Co-authored-by: Claude <noreply@anthropic.com>

* fix: move context/dependencies imports into function to break circular import

* fix: route ResourcesAsTools/PromptsAsTools through ctx.fastmcp

Instead of manually reimplementing auth, visibility, and session
transforms in the transform layer, tool functions now call
ctx.fastmcp.read_resource() / ctx.fastmcp.render_prompt() which
routes through the server's full middleware chain. This matches
the pattern CodeMode uses with ctx.fastmcp.call_tool().

The isinstance(provider, FastMCP) branching is removed entirely.

* feat: add _scope parameter for provider-scoped listing

AggregateProvider can now filter which child providers to query when
listing components. ResourcesAsTools and PromptsAsTools use this to
scope listings to their configured provider while still routing
through ctx.fastmcp for full middleware coverage.

The scope matching walks wrapped providers, so a
WrappedProvider(Namespace, inner=MyProvider) matches if MyProvider
is in the scope list.

* test: add coverage for ResourcesAsTools scoped to a sub-server

* fix: delegate to super() when _scope is None, add AggregateProvider to scope matching

* simplify: remove _scope machinery, route everything through ctx.fastmcp

Reverts the _scope parameter from Provider/AggregateProvider/Server.
ResourcesAsTools and PromptsAsTools now simply route through
ctx.fastmcp for all operations. Apply to a FastMCP server instance
for proper auth/visibility/middleware coverage.

Tests rewritten to use FastMCP server directly instead of raw providers.

* warn when ResourcesAsTools/PromptsAsTools is applied to a non-FastMCP provider

* docs: explain that ResourcesAsTools/PromptsAsTools should wrap a FastMCP server

* raise TypeError instead of warning when applied to non-FastMCP provider

---------

Co-authored-by: Claude <noreply@anthropic.com>
2026-03-15 16:35:54 -04:00
Jeremiah Lowin
bb37c3bb6b
fix: reject refresh tokens used as Bearer access tokens (#3524) 2026-03-15 15:21:30 -04:00
Jeremiah Lowin
b0b3a6dd95
fix: use raw strings for regex in pytest.raises match (#3523) 2026-03-15 15:14:15 -04:00
Jeremiah Lowin
b2d4cc90e5
fix: validate server names in install commands (#3522)
* fix: validate server names in install commands

* Scope validation to shell-backed install paths only
2026-03-15 14:54:24 -04:00
Jeremiah Lowin
8fdb3cc27c
fix: CSRF double-submit cookie check in consent flow (#3519)
* Upgrade examples/testing_demo lockfile, drops diskcache (CVE-2025-69872)

* fix: add CSRF double-submit cookie check to consent flow (GHSA-rww4-4w9c-7733)

* fix: preserve CSRF state across concurrent flows, fix test isolation

* fix: reject non-__Host consent-state cookie on HTTPS
2026-03-15 14:22:01 -04:00
Jeremiah Lowin
93753e137e
Claude/review contributor guidelines (#3517)
* Tighten contributor guidelines and too-long triage

🤖 Generated with Claude Code

https://claude.ai/code/session_01VTVuVM1t2Mas8F6z8j3wJh

* Relax issue length guidance from ~15 lines to "fit in a single screen"

🤖 Generated with Claude Code

https://claude.ai/code/session_01VTVuVM1t2Mas8F6z8j3wJh

* Fix conflicting no-comment rule for too-long label

---------

Co-authored-by: Claude <noreply@anthropic.com>
2026-03-15 14:15:21 -04:00
Jeremiah Lowin
e0455fec95
Update security policy (#3521) 2026-03-15 14:12:17 -04:00
Jeremiah Lowin
00ed31f2cc
Upgrade examples/testing_demo lockfile, drops diskcache (CVE-2025-69872) (#3518) 2026-03-15 12:00:51 -04:00
Matt Hallowell
943af98b0d
move stateless_http transport kwarg to http_app as FastMCP constructor no longer supports stateless_http as kwarg (#3510) 2026-03-15 11:51:43 -04:00
Jeremiah Lowin
32dfe50f39
Treat refresh_expires_in=0 as missing, fall back to 30-day default (#3514)
Keycloak returns refresh_expires_in=0 for offline tokens (offline_access scope),
meaning "no fixed time-based expiry". The truthiness check on this value caused
the proxy to skip issuing a PROXY_RT, forcing browser re-auth every hour.

Closes #3509

🤖 Generated with Claude Code

Co-authored-by: Marvin Context Protocol <41898282+Marvin Context Protocol@users.noreply.github.com>
Co-authored-by: Jeremiah Lowin <jlowin@users.noreply.github.com>
2026-03-15 11:49:50 -04:00
Jeremiah Lowin
b5a45034ab
Add security label to triage and release notes (#3516) 2026-03-15 11:43:16 -04:00
Jeremiah Lowin
d1ed7cd24d
Bump PyJWT >= 2.12.0 (CVE-2026-32597) (#3515)
* Bump PyJWT >= 2.12.0 (CVE-2026-32597)

* Move PyJWT floor to azure optional dependency group

* Bump PyJWT in examples/testing_demo lockfile
2026-03-15 11:35:42 -04:00
Jeremiah Lowin
226bfb49fa
fix: remove forced follow_redirects from httpx_client_factory calls (#3496)
* fix: stop passing follow_redirects to httpx_client_factory

Remove the `follow_redirects=True` kwarg that was being forced onto
custom httpx_client_factory calls with a type: ignore suppression.
The McpHttpClientFactory protocol does not include follow_redirects,
so this was a protocol violation. httpx already strips Authorization
headers on cross-origin redirects via its _redirect_headers mechanism.

🤖 Co-authored-by: Claude <noreply@anthropic.com>

* fix: restore follow_redirects=True for custom httpx client factories

httpx already strips Authorization headers on cross-origin redirects,
so follow_redirects is safe to keep. Removing it broke redirect
handling for users providing custom factories.

* fix: remove vacuous test that never invoked connect_session

The test asserted on received_kwargs but never called connect_session,
so the factory was never invoked and the assertion was a no-op.

* fix: use AsyncClient with transport= instead of monkey-patching _transport
2026-03-15 11:30:41 -04:00
Jeremiah Lowin
3bea192c8c
fix: prefer IdP-granted scopes over client-requested scopes in OAuthProxy (#3492)
* fix: use IdP-granted scopes instead of client-requested scopes in OAuthProxy

* fix: use parse_scopes instead of split for IdP scope strings

Some providers (e.g. GitHub) return comma-delimited scopes like
"repo,gist" rather than the RFC 6749 space-delimited format.

* Merge origin/main into fix/oauth-proxy-use-idp-granted-scopes

* fix: remove unrelated transform and http.py changes from PR scope

* fix: remove accidentally staged worktree directories
2026-03-15 11:29:58 -04:00
Jeremiah Lowin
b720fc5e38
fix: prevent path traversal in skill download (#3493)
* fix: prevent path traversal in skill download via malicious skill names

Co-authored-by: Claude <noreply@anthropic.com>

* fix: resolve skill_dir once and use consistently to prevent overwrite bypass

---------

Co-authored-by: Claude <noreply@anthropic.com>
2026-03-15 11:22:13 -04:00
Jeremiah Lowin
ea529f6a49
feat: make upstream_client_secret optional in OAuthProxy (#3486)
* feat: make upstream_client_secret optional in OAuthProxy

Extract _create_upstream_oauth_client() factory method for subclass
override. Cookie signing falls back to JWT key material when no secret.

* fix: include client_id in revocation requests for public clients

* fix: use factory method for revocation auth
2026-03-15 11:14:56 -04:00
dependabot[bot]
abc89879a7
Bump actions/create-github-app-token from 2 to 3 (#3511)
Bumps [actions/create-github-app-token](https://github.com/actions/create-github-app-token) from 2 to 3.
- [Release notes](https://github.com/actions/create-github-app-token/releases)
- [Commits](https://github.com/actions/create-github-app-token/compare/v2...v3)

---
updated-dependencies:
- dependency-name: actions/create-github-app-token
  dependency-version: '3'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2026-03-15 10:48:40 -04:00
Jeremiah Lowin
40bdfb6b1d
fix: URL-encode path params to prevent SSRF/path traversal (GHSA-vv7q-7jx5-f767) (#3507)
* fix: URL-encode path params in OpenAPI provider to prevent SSRF/path traversal

Co-authored-by: Claude <noreply@anthropic.com>

* Exempt too-long from core-category requirement in triage

* fix: also encode dots in path params to prevent bare .. traversal

* fix: only encode .. (not all dots) to preserve valid dotted values

* fix: encode all dots in path params to prevent single-dot normalization

* fix: check decoded path stays within prefix in double-encoding test

---------

Co-authored-by: Claude <noreply@anthropic.com>
2026-03-15 10:45:24 -04:00
Jeremiah Lowin
c861862aed
Add too-long label to Marvin triage workflow (#3508)
* Add too-long label to Marvin triage workflow

* Exclude .claude/ from loq file size checks

* Exempt too-long from core-category requirement in triage
2026-03-14 16:48:33 -04:00
Jeremiah Lowin
959ac2b111
Auto-close upgrade check issue when build passes (#3505)
* Auto-close upgrade check issue when build goes green

Closes #3484

* Restrict close-on-success to main branch
2026-03-14 16:46:38 -04:00
Jeremiah Lowin
9be42d9013
perf: reduce PBKDF2 iterations in tests, fix warnings and timeouts (#3504)
- Use 10 PBKDF2 iterations in test_mode (vs 1M in production) for
  JWT key derivation — cuts auth test setup from ~2.5s to <0.1s
- Add timeout(15) to subprocess-spawning tests (TestKeepAlive,
  test_mcp_config) that exceed 5s under parallel CI load
- Remove pytestmark filterwarnings overrides in tests/deprecated/
  that were leaking DeprecationWarning to test output
- Fix deprecated add_tool_transformation() usage in test_authorization
- Document new settings in settings.mdx
2026-03-14 16:42:06 -04:00
Jeremiah Lowin
7017106c63
fix: restrict $ref resolution to local refs only (SSRF/LFI) (#3502)
Co-authored-by: Claude <noreply@anthropic.com>
2026-03-14 16:35:53 -04:00
Jeremiah Lowin
71ba030380
fix: reject empty/OIDC-only required_scopes in AzureProvider (#3503)
🤖 Generated with Claude Code
2026-03-14 16:35:43 -04:00
Jeremiah Lowin
5ff64ce21b
fix: handle re.error from malformed URI templates in build_regex (#3501) 2026-03-14 16:34:06 -04:00
Jeremiah Lowin
d5d5c45be3
Add contributing guidelines and update issue/PR templates (#3485)
* Add contributing guidelines, update issue and PR templates

* Fix CONTRIBUTING.md link paths in issue templates

Co-authored-by: Jeremiah Lowin <jlowin@users.noreply.github.com>

---------

Co-authored-by: Marvin Context Protocol <41898282+Marvin Context Protocol@users.noreply.github.com>
Co-authored-by: Jeremiah Lowin <jlowin@users.noreply.github.com>
2026-03-14 16:25:35 -04:00
Jeremiah Lowin
ca8069cb86
Enforce per-tool auth checks in SamplingTool.from_callable_tool wrapper (#3494)
Co-authored-by: Claude <noreply@anthropic.com>
2026-03-14 16:14:50 -04:00
nightcityblade
01c57a9e04
fix: validate workspace path is a directory before cursor install (#3440)
Add an is_dir() check after the existence check in
install_cursor_workspace() to provide a clear error message when
a file path is passed instead of a directory.

Fixes #3426

Co-authored-by: nightcityblade <nightcityblade@gmail.com>
Co-authored-by: Jeremiah Lowin <153965+jlowin@users.noreply.github.com>
2026-03-14 16:14:03 -04:00
Jeremiah Lowin
32f1118a11
Expose minimum_check_interval, reduce task pickup latency (#3500)
* perf: expose minimum_check_interval, reduce task pickup latency

The Docket Worker polls for new tasks every minimum_check_interval
(previously hardcoded to 250ms in pydocket). Expose this setting so
users can tune it, default to 50ms, and override to 10ms in tests.

This cuts average task pickup latency from ~125ms to ~5ms per task.

* perf: reduce task test overhead and eliminate cross-test contamination

- Expose minimum_check_interval setting (default 50ms, 10ms in tests)
  to reduce Docket Worker task pickup latency
- Isolate fakeredis per test via unique memory:// URLs to prevent
  stale _async_blocking tasks from contaminating subsequent tests
- Make client disconnect timeout configurable (default 5s, 1s in tests)
- Add --durations=50 to CI for passive performance regression detection
- Remove 15s timeout band-aids from task test conftest files
- Add explicit @pytest.mark.timeout(10) to cancellation tests
- Fix deprecated FastMCP.as_proxy() usage in test_task_proxy.py
2026-03-14 16:08:28 -04:00
Jeremiah Lowin
cedf734f15
fix: task test teardown hanging 5s per test (#3499)
Fix context manager ordering in FastMCPTransport so the task group
(server run + subscriptions) is cancelled before the lifespan
(Docket Worker) tears down. Also break subscription loop on terminal
task states.

Closes #3498
2026-03-14 15:33:44 -04:00
Jeremiah Lowin
e35a74f004
Add fastmcp dev apps command with browser UI preview (#3489)
* Add FastMCPApp — a Provider for composable MCP applications

* Wire Prefab callable resolver via to_json(tool_resolver=) parameter

* Remove inspect.signature compat check, use try/except until prefab 0.10.0

* Address review: fix add_tool registry gaps, normalize auth errors, bump prefab to 0.10.0

* Register global key after _add_component succeeds

* Simplify: extract decorator dispatch, use get_fastmcp_meta, expose get_global_tool

* Remove prek from Marvin workflows

These workflows run Claude to respond to /marvin mentions — linting
the repo is unnecessary and fails without renderer deps installed.

* Return ResolvedTool from callable resolver, add contacts example

The callable resolver now returns ResolvedTool (from prefab_ui) instead of a
plain string, carrying metadata like unwrap_result that the renderer needs to
correctly handle structuredContent envelopes. The unwrap_result flag is derived
from the tool's x-fastmcp-wrap-result output schema marker.

* Bump prefab-ui requirement to >=0.11.0

* Remove stale ty ignore comments now that prefab-ui 0.11 is published

* Add fastmcp dev apps command with browser UI preview

* Improve fastmcp dev apps: dropdown picker, reload flag, process cleanup

- Replace Tabs with Pages+Select for tool picker (Rx-based reactive state)
- Add --reload/--no-reload flag (default: True) to fastmcp dev apps
- Kill entire process group on shutdown so port 8000 is freed properly
- Suppress uvicorn websockets deprecation warning (websockets-sansio)
- Bump prefab-ui to >=0.11.1 (fixes get_renderer_head bug in 0.11.0)
- Add farewell tool to greet_server example for multi-tool testing

* Add docs for fastmcp dev apps command

* Fix orphaned server on startup failure, guard Unix-only signal handling

* Show tool title in picker, remove editable prefab source

* Bump prefab-ui to >=0.11.2

* Fail fast when prefab-ui is not installed

* Add apps/development docs, link from prefab and sidebar

* Fix optional field defaults, fail with non-zero on startup timeout
2026-03-14 12:29:37 -04:00
Hakancan
11960b1e19
fix: monty 0.0.8 compatibility, drop external_functions from constructor (#3468)
Co-authored-by: Jeremiah Lowin <153965+jlowin@users.noreply.github.com>
2026-03-14 12:23:54 -04:00
Sascha Buehrle
dc7ae0bad1
fix: remove hardcoded version from CLI help text (#3456)
Changed 'FastMCP 2.0' to 'FastMCP' per maintainer feedback.
Dynamic version via fastmcp.__version__ still available via version flag.
2026-03-14 12:07:24 -04:00
Jeremiah Lowin
0b8479ad73
Add verify parameter for SSL certificate configuration (#3487)
* feat: add `verify` parameter for SSL certificate configuration

* Propagate verify to OAuth preflight clients

* Propagate verify to pre-constructed OAuth instances

* Fix verify override not propagating to existing OAuth factory

* Warn when both httpx_client_factory and verify are provided

* Preserve user-provided OAuth factory when transport has verify

* Skip OAuth re-sync when transport has custom httpx_client_factory
2026-03-14 11:48:32 -04:00
Matthieu B
7235029486
feat: type require_authorization_consent as bool | Literal["external"] (#3473)
When set to "external", the built-in consent screen is skipped
(same as False) but no security warning is logged, since consent
is handled externally by the upstream IdP.

Forwarded through all OAuthProxy subclasses: GoogleProvider,
GitHubProvider, AzureProvider, DiscordProvider, WorkOSProvider,
OIDCProxy, Auth0Provider, AWSCognitoProvider, and OCIProvider.
2026-03-14 11:40:51 -04:00
Jeremiah Lowin
139d2d8f96
Propagate x-fastmcp-wrap-result in tool result _meta (#3490)
* Propagate x-fastmcp-wrap-result flag in tool result _meta

🤖 Generated with Claude Code

Co-authored-by: Claude <noreply@anthropic.com>

* Skip listTools round-trip when _meta has x-fastmcp-wrap-result

🤖 Generated with Claude Code

Co-authored-by: Claude <noreply@anthropic.com>

* Use namespaced meta key: {"fastmcp": {"wrap_result": true}}

🤖 Generated with Claude Code

Co-authored-by: Claude <noreply@anthropic.com>

* Clean up _parse_call_tool_result: hoist cast import, document local CallToolResult import, extract fastmcp_meta

🤖 Generated with Claude Code

Co-authored-by: Claude <noreply@anthropic.com>

* Merge _meta in tasks result handler instead of overwriting

🤖 Generated with Claude Code

* Preserve type validation in meta-based unwrap path

🤖 Generated with Claude Code

* Fix type validation for wrapped task results, guard non-dict meta

🤖 Generated with Claude Code

---------

Co-authored-by: Claude <noreply@anthropic.com>
2026-03-14 11:09:46 -04:00
Jeremiah Lowin
e2bdc9288b
Support logging/setLevel and add client_log_level setting (#3491) 2026-03-14 10:36:01 -04:00
d 🔹
68e76fea2e
fix: forward custom_route endpoints from mounted servers (#3462)
* fix: forward custom_route endpoints from mounted servers

When a child server with custom HTTP routes (registered via
@server.custom_route()) is mounted onto a parent, the routes were
silently dropped because _get_additional_http_routes() only returned
self._additional_http_routes without recursing into mounted providers.

This caused 404s for endpoints like /readyz health checks that worked
in v2 but broke in v3 (regression).

The fix updates _get_additional_http_routes() to traverse providers,
unwrap _WrappedProvider layers (from namespace transforms), find
FastMCPProvider instances, and recursively collect their server's
custom routes.

Fixes #3457

* fix: narrow type annotation from BaseRoute to Route

All items in _additional_http_routes are Route objects (created via
Route(...) in custom_route()). Using list[Route] instead of
list[BaseRoute] fixes the ty type checker failure where .path is
accessed on BaseRoute which doesn't have that attribute.

Removes unused BaseRoute imports from both server.py and transport.py.

* fix: revert route type to list[BaseRoute] to fix ty errors

The previous commit narrowed _additional_http_routes from list[BaseRoute]
to list[Route], which broke:
- component_manager appending Mount objects (Mount is BaseRoute, not Route)
- tests assigning list[BaseRoute] variables (generics are invariant)

Revert to list[BaseRoute] and use isinstance(r, Route) guards in tests
for type-safe .path access.

* fix: remove unused import and fix import grouping

- Remove unused `Route` import from server.py
- Fix import grouping in test_advanced.py (ruff check)

* Address review: move imports to module root, type Provider, add collision note

* fix: sort imports in transport.py

---------

Co-authored-by: voidborne-d <voidborne-d@users.noreply.github.com>
Co-authored-by: d 🔹 <258577966+voidborne-d@users.noreply.github.com>
Co-authored-by: Jeremiah Lowin <153965+jlowin@users.noreply.github.com>
2026-03-13 20:37:22 -04:00
dependabot[bot]
fcae127664
Bump authlib (#3390)
Bumps the uv group with 1 update in the /examples/testing_demo directory: [authlib](https://github.com/authlib/authlib).


Updates `authlib` from 1.6.6 to 1.6.7
- [Release notes](https://github.com/authlib/authlib/releases)
- [Changelog](https://github.com/authlib/authlib/blob/main/docs/changelog.rst)
- [Commits](https://github.com/authlib/authlib/compare/v1.6.6...v1.6.7)

---
updated-dependencies:
- dependency-name: authlib
  dependency-version: 1.6.7
  dependency-type: indirect
  dependency-group: uv
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2026-03-13 19:47:58 -04:00
Jeremiah Lowin
24d7aefe28
fix: shield lifespan teardown from cancellation (#3480)
* fix: shield lifespan teardown from cancellation

Co-authored-by: Claude <noreply@anthropic.com>

* fix: stabilize flaky task and timeout tests under parallel execution

Co-authored-by: Claude <noreply@anthropic.com>

---------

Co-authored-by: Claude <noreply@anthropic.com>
2026-03-13 19:47:42 -04:00
Jeremiah Lowin
e41e1fec10
fix: resolve ty 0.0.23 type-checking errors and bump pin (#3481) 2026-03-13 19:45:14 -04:00
Jeremiah Lowin
a52036ed0f
Cache component lists in ProxyProvider (#3479)
* fix: cache component lists in ProxyProvider to avoid redundant backend connections

Every call_tool through a proxy was triggering _list_tools() to resolve
the tool by name, opening a full MCP session just for the lookup, then
opening a second session for the actual execution. This caches component
lists on the ProxyProvider with a configurable TTL (default 300s),
cutting backend handshakes in half for repeated calls.

* docs: document component caching and session reuse for proxy providers

* fix: add sleep in cache TTL test for Windows clock resolution

* docs: clarify cache scope and dynamic backend guidance
2026-03-13 19:44:45 -04:00
Jeremiah Lowin
cfff8e8d09
remove "good first issue" from triage workflow (#3482) 2026-03-13 19:03:09 -04:00
Jeremiah Lowin
59a6fb3839
fix: normalize Google scope shorthands and surface valid_scopes (#3477)
* fix: normalize Google scope shorthands and surface valid_scopes

Google accepts shorthand scopes like "email" in authorization requests but
returns full URIs like "https://www.googleapis.com/auth/userinfo.email" in
token responses. The verifier now normalizes shorthands at initialization so
the subset check works regardless of which form was used. GoogleProvider also
now exposes valid_scopes for controlling which scopes clients can request
beyond the required minimum.

Co-authored-by: Claude <noreply@anthropic.com>

* remove unused GOOGLE_SCOPE_ALIASES_REVERSE

---------

Co-authored-by: Claude <noreply@anthropic.com>
2026-03-13 18:42:16 -04:00
Jeremiah Lowin
e1338e06a2 Set readOnlyHint=True on ResourcesAsTools generated tools 2026-03-13 17:32:21 -05:00
Jeremiah Lowin
f7d46e7747 Add dependency version compatibility guidance to code-review skill 2026-03-13 17:24:53 -05:00
marvin-context-protocol[bot]
2c451bf6ba
chore: Update SDK documentation (#3378)
Co-authored-by: marvin-context-protocol[bot] <225465937+marvin-context-protocol[bot]@users.noreply.github.com>
2026-03-13 18:07:14 -04:00