PrefectHQ/fastmcp

Pattern Findings

6620 matches across 20 categories. Click a row to expand file-level details.

Hyper-Verbose Identifiers4662 hits · 4535 pts

Severity	File	Line	Snippet
LOW	fastmcp_slim/fastmcp/mcp_config.py	54	def infer_transport_type_from_url(
LOW	fastmcp_slim/fastmcp/mcp_config.py	74	def _coerce_tool_transform_configs(tools: dict[str, Any]) -> dict[str, Any]:
LOW	fastmcp_slim/fastmcp/mcp_config.py	103	def _require_at_least_one_transform_field(
LOW	fastmcp_slim/fastmcp/mcp_config.py	122	def _to_server_and_underlying_transport(
LOW	…tmcp_slim/fastmcp/experimental/transforms/code_mode.py	566	def _build_execute_description(self) -> str:
LOW	fastmcp_slim/fastmcp/tools/tool_transform.py	616	def _create_forwarding_transform(
LOW	fastmcp_slim/fastmcp/tools/tool_transform.py	832	def _merge_schema_with_precedence(
LOW	fastmcp_slim/fastmcp/tools/tool_transform.py	1006	def apply_transformations_to_tools(
LOW	fastmcp_slim/fastmcp/tools/base.py	495	def _convert_to_single_content_block(
LOW	fastmcp_slim/fastmcp/resources/types.py	91	def set_binary_from_mime_type(cls, is_binary: bool, info: ValidationInfo) -> bool:
LOW	fastmcp_slim/fastmcp/server/server.py	600	def remove_tool_transformation(self, _tool_name: str) -> None:
LOW	fastmcp_slim/fastmcp/server/telemetry.py	31	def get_session_span_attributes() -> dict[str, str]:
LOW	fastmcp_slim/fastmcp/server/telemetry.py	45	def _get_parent_trace_context() -> Context \| None:
LOW	fastmcp_slim/fastmcp/server/low_level.py	55	def client_supports_extension(self, extension_id: str) -> bool:
LOW	fastmcp_slim/fastmcp/server/low_level.py	176	def create_initialization_options(
LOW	fastmcp_slim/fastmcp/server/context.py	587	def client_supports_extension(self, extension_id: str) -> bool:
LOW	fastmcp_slim/fastmcp/server/context.py	1425	async def _log_to_server_and_client(
LOW	fastmcp_slim/fastmcp/server/http.py	269	def create_streamable_http_app(
LOW	fastmcp_slim/fastmcp/server/elicitation.py	132	def parse_elicit_response_type(
LOW	fastmcp_slim/fastmcp/server/elicitation.py	387	def validate_elicitation_json_schema(schema: dict[str, Any]) -> None:
LOW	fastmcp_slim/fastmcp/server/dependencies.py	180	def transform_context_annotations(fn: Callable[..., Any]) -> Callable[..., Any]:
LOW	fastmcp_slim/fastmcp/server/dependencies.py	539	def without_injected_parameters(
LOW	fastmcp_slim/fastmcp/server/dependencies.py	631	async def _resolve_fastmcp_dependencies(
LOW	fastmcp_slim/fastmcp/server/middleware/dereference.py	33	async def on_list_resource_templates(
LOW	fastmcp_slim/fastmcp/server/middleware/dereference.py	58	def _dereference_resource_template(template: ResourceTemplate) -> ResourceTemplate:
LOW	fastmcp_slim/fastmcp/server/middleware/authorization.py	234	async def on_list_resource_templates(
LOW	fastmcp_slim/fastmcp/server/middleware/timing.py	146	async def on_list_resource_templates(
LOW	fastmcp_slim/fastmcp/server/middleware/caching.py	513	def _matches_tool_cache_settings(self, tool_name: str) -> bool:
LOW	fastmcp_slim/fastmcp/server/middleware/caching.py	572	def _make_call_tool_cache_key(
LOW	fastmcp_slim/fastmcp/server/middleware/caching.py	580	def _make_read_resource_cache_key(
LOW	fastmcp_slim/fastmcp/server/middleware/caching.py	588	def _make_get_prompt_cache_key(
LOW	fastmcp_slim/fastmcp/server/middleware/middleware.py	191	async def on_list_resource_templates(
LOW	fastmcp_slim/fastmcp/server/tasks/subscriptions.py	31	async def subscribe_to_task_updates(
LOW	fastmcp_slim/fastmcp/server/tasks/subscriptions.py	93	async def _send_status_notification(
LOW	fastmcp_slim/fastmcp/server/tasks/subscriptions.py	163	async def _send_progress_notification(
LOW	fastmcp_slim/fastmcp/server/tasks/keys.py	137	def get_client_task_id_from_key(task_key: str) -> str:
LOW	fastmcp_slim/fastmcp/server/tasks/notifications.py	76	async def notification_subscriber_loop(
LOW	fastmcp_slim/fastmcp/server/tasks/notifications.py	246	async def ensure_subscriber_running(
LOW	fastmcp_slim/fastmcp/server/mixins/mcp_operations.py	143	async def _list_resource_templates_mcp(
LOW	fastmcp_slim/fastmcp/server/mixins/transport.py	151	def _get_additional_http_routes(self: FastMCP) -> list[BaseRoute]:
LOW	fastmcp_slim/fastmcp/server/mixins/lifespan.py	240	def _setup_task_protocol_handlers(self: FastMCP) -> None:
LOW	fastmcp_slim/fastmcp/server/auth/cimd.py	631	def _extract_public_key_from_jwks(self, token: str, jwks: dict) -> str:
LOW	fastmcp_slim/fastmcp/server/auth/oidc_proxy.py	456	def _uses_alternate_verification(self) -> bool:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	683	def _create_upstream_oauth_client(self) -> AsyncOAuth2Client:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1240	def _prepare_scopes_for_token_exchange(self, scopes: list[str]) -> list[str]:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1032	async def exchange_authorization_code(
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1254	def _translate_scopes_from_idp(self, scopes: list[str]) -> list[str]:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1283	def _prepare_scopes_for_upstream_refresh(self, scopes: list[str]) -> list[str]:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1614	def _uses_alternate_verification(self) -> bool:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/consent.py	225	def _set_consent_binding_cookie(
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/consent.py	242	def _clear_consent_binding_cookie(
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/consent.py	253	def _verify_consent_binding_cookie(
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/consent.py	266	def _build_upstream_authorize_url(
LOW	fastmcp_slim/fastmcp/server/auth/providers/supabase.py	153	async def oauth_authorization_server_metadata(request):
LOW	fastmcp_slim/fastmcp/server/auth/providers/azure.py	433	def _translate_scopes_from_idp(self, scopes: list[str]) -> list[str]:
LOW	fastmcp_slim/fastmcp/server/auth/providers/azure.py	453	def _build_upstream_authorize_url(
LOW	fastmcp_slim/fastmcp/server/auth/providers/azure.py	478	def _prepare_scopes_for_token_exchange(self, scopes: list[str]) -> list[str]:
LOW	fastmcp_slim/fastmcp/server/auth/providers/azure.py	504	def _prepare_scopes_for_upstream_refresh(self, scopes: list[str]) -> list[str]:
LOW	fastmcp_slim/fastmcp/server/auth/providers/oci.py	186	def _prepare_scopes_for_token_exchange(self, scopes: list[str]) -> list[str]:
LOW	fastmcp_slim/fastmcp/server/auth/providers/descope.py	181	async def oauth_authorization_server_metadata(request):
4602 more matches not shown…

Decorative Section Separators536 hits · 1786 pts

Severity	File	Line	Snippet
MEDIUM	…tmcp_slim/fastmcp/experimental/transforms/code_mode.py	25	# ---------------------------------------------------------------------------
MEDIUM	…tmcp_slim/fastmcp/experimental/transforms/code_mode.py	27	# ---------------------------------------------------------------------------
MEDIUM	…tmcp_slim/fastmcp/experimental/transforms/code_mode.py	39	# ---------------------------------------------------------------------------
MEDIUM	…tmcp_slim/fastmcp/experimental/transforms/code_mode.py	41	# ---------------------------------------------------------------------------
MEDIUM	…tmcp_slim/fastmcp/experimental/transforms/code_mode.py	72	# ---------------------------------------------------------------------------
MEDIUM	…tmcp_slim/fastmcp/experimental/transforms/code_mode.py	74	# ---------------------------------------------------------------------------
MEDIUM	…tmcp_slim/fastmcp/experimental/transforms/code_mode.py	201	# ---------------------------------------------------------------------------
MEDIUM	…tmcp_slim/fastmcp/experimental/transforms/code_mode.py	203	# ---------------------------------------------------------------------------
MEDIUM	…tmcp_slim/fastmcp/experimental/transforms/code_mode.py	488	# ---------------------------------------------------------------------------
MEDIUM	…tmcp_slim/fastmcp/experimental/transforms/code_mode.py	490	# ---------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/server.py	528	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/server.py	530	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/server.py	2423	# -----------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/server.py	2425	# -----------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/context.py	1314	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/context.py	1316	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/tasks/notifications.py	232	# =============================================================================
MEDIUM	fastmcp_slim/fastmcp/server/tasks/notifications.py	234	# =============================================================================
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/models.py	20	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/models.py	22	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/models.py	36	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/models.py	38	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	679	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	681	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1236	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1238	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1878	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1880	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	612	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	614	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	638	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	640	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	722	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	724	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	741	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	743	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	856	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	858	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	979	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	981	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1599	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1601	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	2056	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	2058	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/aggregate.py	186	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/aggregate.py	188	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/aggregate.py	238	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/aggregate.py	240	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/aggregate.py	260	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/aggregate.py	262	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/aggregate.py	284	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/aggregate.py	286	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/aggregate.py	306	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/aggregate.py	308	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/aggregate.py	318	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/aggregate.py	320	# -------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/proxy.py	934	# -----------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/proxy.py	936	# -----------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/proxy.py	116	# -----------------------------------------------------------------------------
MEDIUM	fastmcp_slim/fastmcp/server/providers/proxy.py	118	# -----------------------------------------------------------------------------
476 more matches not shown…

Cross-File Repetition121 hits · 605 pts

Severity	File	Line	Snippet
HIGH	fastmcp_slim/fastmcp/server/providers/proxy.py	0	gets a client instance by calling the sync or async factory.
HIGH	fastmcp_slim/fastmcp/server/providers/proxy.py	0	gets a client instance by calling the sync or async factory.
HIGH	fastmcp_slim/fastmcp/server/providers/proxy.py	0	gets a client instance by calling the sync or async factory.
HIGH	fastmcp_slim/fastmcp/server/providers/proxy.py	0	gets a client instance by calling the sync or async factory.
HIGH	fastmcp_slim/fastmcp/server/providers/proxy.py	0	gets a client instance by calling the sync or async factory.
HIGH	fastmcp_slim/fastmcp/utilities/types.py	0	get mime type from format or guess from file extension.
HIGH	fastmcp_slim/fastmcp/utilities/types.py	0	get mime type from format or guess from file extension.
HIGH	fastmcp_slim/fastmcp/utilities/types.py	0	get mime type from format or guess from file extension.
HIGH	tests/test_mcp_config.py	0	from fastmcp import fastmcp mcp = fastmcp() @mcp.tool def add(a: int, b: int) -> int: return a + b if __name__ == '__mai
HIGH	tests/test_mcp_config.py	0	from fastmcp import fastmcp mcp = fastmcp() @mcp.tool def add(a: int, b: int) -> int: return a + b if __name__ == '__mai
HIGH	tests/test_mcp_config.py	0	from fastmcp import fastmcp mcp = fastmcp() @mcp.tool def add(a: int, b: int) -> int: return a + b if __name__ == '__mai
HIGH	tests/test_mcp_config.py	0	from fastmcp import fastmcp mcp = fastmcp() @mcp.tool def add(a: int, b: int) -> int: return a + b if __name__ == '__mai
HIGH	tests/test_mcp_config.py	0	from fastmcp import fastmcp mcp = fastmcp() @mcp.tool def add(a: int, b: int) -> int: return a + b if __name__ == '__mai
HIGH	tests/test_mcp_config.py	0	from fastmcp import fastmcp mcp = fastmcp() @mcp.tool def add(a: int, b: int) -> int: return a + b if __name__ == '__mai
HIGH	tests/cli/test_run.py	0	from fastmcp import fastmcp mcp = fastmcp() @mcp.tool def add(a: int, b: int) -> int: return a + b if __name__ == '__mai
HIGH	tests/tools/test_standalone_decorator.py	0	decorated function should still be directly callable.
HIGH	tests/resources/test_standalone_decorator.py	0	decorated function should still be directly callable.
HIGH	tests/prompts/test_standalone_decorator.py	0	decorated function should still be directly callable.
HIGH	tests/tools/tool/test_callable.py	0	test that callable objects with sync __call__ work.
HIGH	tests/resources/test_function_resources.py	0	test that callable objects with sync __call__ work.
HIGH	tests/prompts/test_prompt.py	0	test that callable objects with sync __call__ work.
HIGH	tests/tools/tool/test_callable.py	0	test that callable objects with async __call__ work.
HIGH	tests/resources/test_function_resources.py	0	test that callable objects with async __call__ work.
HIGH	tests/prompts/test_prompt.py	0	test that callable objects with async __call__ work.
HIGH	tests/resources/test_resource_template.py	0	test that match_uri_template uses the slash delimiter.
HIGH	tests/resources/test_resource_template.py	0	test that match_uri_template uses the slash delimiter.
HIGH	tests/resources/test_resource_template.py	0	test that match_uri_template uses the slash delimiter.
HIGH	tests/resources/test_resource_template.py	0	test that match_uri_template uses the slash delimiter.
HIGH	tests/server/middleware/test_middleware.py	0	middleware is applied when run_middleware=true (default).
HIGH	tests/server/middleware/test_middleware.py	0	middleware is applied when run_middleware=true (default).
HIGH	tests/server/middleware/test_middleware.py	0	middleware is applied when run_middleware=true (default).
HIGH	tests/server/middleware/test_middleware.py	0	middleware is not applied when run_middleware=false.
HIGH	tests/server/middleware/test_middleware.py	0	middleware is not applied when run_middleware=false.
HIGH	tests/server/middleware/test_middleware.py	0	middleware is not applied when run_middleware=false.
HIGH	tests/server/middleware/test_caching.py	0	test that caching works with a real fastmcp server.
HIGH	tests/server/middleware/test_caching.py	0	test that caching works with a real fastmcp server.
HIGH	tests/server/middleware/test_caching.py	0	test that caching works with a real fastmcp server.
HIGH	tests/server/auth/test_oidc_proxy.py	0	create a valid oidc configuration dict for testing.
HIGH	tests/server/auth/test_oidc_proxy_token.py	0	create a valid oidc configuration dict for testing.
HIGH	tests/server/auth/providers/test_auth0.py	0	create a valid oidc configuration dict for testing.
HIGH	tests/server/auth/test_oidc_proxy.py	0	test default configuration with explicit false strict setting.
HIGH	tests/server/auth/test_oidc_proxy.py	0	test default configuration with explicit false strict setting.
HIGH	tests/server/auth/test_oidc_proxy.py	0	test default configuration with explicit false strict setting.
HIGH	tests/server/auth/providers/test_github.py	0	provide a memorystore for tests to avoid sqlite initialization on windows.
HIGH	tests/server/auth/providers/test_workos.py	0	provide a memorystore for tests to avoid sqlite initialization on windows.
HIGH	tests/server/auth/providers/test_discord.py	0	provide a memorystore for tests to avoid sqlite initialization on windows.
HIGH	tests/server/auth/providers/test_clerk.py	0	provide a memorystore for tests to avoid sqlite initialization on windows.
HIGH	tests/server/auth/providers/test_azure_scopes.py	0	provide a memorystore for tests to avoid sqlite initialization on windows.
HIGH	tests/server/auth/providers/test_azure.py	0	provide a memorystore for tests to avoid sqlite initialization on windows.
HIGH	tests/server/auth/providers/test_google.py	0	provide a memorystore for tests to avoid sqlite initialization on windows.
HIGH	tests/server/auth/providers/test_workos.py	0	test that oauth endpoints are configured correctly.
HIGH	tests/server/auth/providers/test_discord.py	0	test that oauth endpoints are configured correctly.
HIGH	tests/server/auth/providers/test_azure.py	0	test that oauth endpoints are configured correctly.
HIGH	tests/server/auth/providers/test_google.py	0	test that oauth endpoints are configured correctly.
HIGH	tests/server/auth/providers/test_workos.py	0	client with headless oauth that bypasses browser interaction.
HIGH	tests/server/auth/providers/test_supabase.py	0	client with headless oauth that bypasses browser interaction.
HIGH	tests/server/auth/providers/test_descope.py	0	client with headless oauth that bypasses browser interaction.
HIGH	tests/server/auth/providers/test_scalekit.py	0	client with headless oauth that bypasses browser interaction.
HIGH	tests/client/auth/test_oauth_client.py	0	client with headless oauth that bypasses browser interaction.
HIGH	tests/server/auth/providers/test_supabase.py	0	test that environment variables are loaded correctly.
61 more matches not shown…

Unused Imports465 hits · 459 pts

Severity	File	Line
LOW	fastmcp_slim/fastmcp/types.py	19
LOW	fastmcp_slim/fastmcp/settings.py	1
LOW	fastmcp_slim/fastmcp/exceptions.py	6
LOW	fastmcp_slim/fastmcp/mcp_config.py	25
LOW	fastmcp_slim/fastmcp/dependencies.py	11
LOW	fastmcp_slim/fastmcp/dependencies.py	11
LOW	fastmcp_slim/fastmcp/dependencies.py	11
LOW	fastmcp_slim/fastmcp/dependencies.py	13
LOW	fastmcp_slim/fastmcp/dependencies.py	13
LOW	fastmcp_slim/fastmcp/dependencies.py	13
LOW	fastmcp_slim/fastmcp/dependencies.py	13
LOW	fastmcp_slim/fastmcp/dependencies.py	13
LOW	fastmcp_slim/fastmcp/dependencies.py	13
LOW	fastmcp_slim/fastmcp/dependencies.py	13
LOW	fastmcp_slim/fastmcp/dependencies.py	13
LOW	fastmcp_slim/fastmcp/dependencies.py	13
LOW	fastmcp_slim/fastmcp/dependencies.py	13
LOW	fastmcp_slim/fastmcp/decorators.py	3
LOW	…lim/fastmcp/experimental/sampling/handlers/__init__.py	3
LOW	…_slim/fastmcp/experimental/sampling/handlers/openai.py	3
LOW	…p_slim/fastmcp/experimental/server/openapi/__init__.py	16
LOW	…p_slim/fastmcp/experimental/server/openapi/__init__.py	17
LOW	…p_slim/fastmcp/experimental/server/openapi/__init__.py	17
LOW	…p_slim/fastmcp/experimental/server/openapi/__init__.py	17
LOW	…p_slim/fastmcp/experimental/server/openapi/__init__.py	17
LOW	…p_slim/fastmcp/experimental/server/openapi/__init__.py	17
LOW	…p_slim/fastmcp/experimental/server/openapi/__init__.py	17
LOW	…p_slim/fastmcp/experimental/server/openapi/__init__.py	17
LOW	…p_slim/fastmcp/experimental/server/openapi/__init__.py	26
LOW	…p_slim/fastmcp/experimental/server/openapi/__init__.py	26
LOW	…lim/fastmcp/experimental/utilities/openapi/__init__.py	7
LOW	…lim/fastmcp/experimental/utilities/openapi/__init__.py	7
LOW	…lim/fastmcp/experimental/utilities/openapi/__init__.py	7
LOW	…lim/fastmcp/experimental/utilities/openapi/__init__.py	7
LOW	…lim/fastmcp/experimental/utilities/openapi/__init__.py	7
LOW	…lim/fastmcp/experimental/utilities/openapi/__init__.py	7
LOW	…lim/fastmcp/experimental/utilities/openapi/__init__.py	7
LOW	…lim/fastmcp/experimental/utilities/openapi/__init__.py	7
LOW	…lim/fastmcp/experimental/utilities/openapi/__init__.py	7
LOW	fastmcp_slim/fastmcp/tools/__init__.py	3
LOW	fastmcp_slim/fastmcp/tools/__init__.py	3
LOW	fastmcp_slim/fastmcp/tools/__init__.py	4
LOW	fastmcp_slim/fastmcp/tools/__init__.py	4
LOW	fastmcp_slim/fastmcp/tools/__init__.py	5
LOW	fastmcp_slim/fastmcp/tools/__init__.py	5
LOW	fastmcp_slim/fastmcp/tools/function_parsing.py	3
LOW	fastmcp_slim/fastmcp/resources/__init__.py	3
LOW	fastmcp_slim/fastmcp/resources/__init__.py	3
LOW	fastmcp_slim/fastmcp/resources/__init__.py	4
LOW	fastmcp_slim/fastmcp/resources/__init__.py	4
LOW	fastmcp_slim/fastmcp/resources/__init__.py	4
LOW	fastmcp_slim/fastmcp/resources/__init__.py	5
LOW	fastmcp_slim/fastmcp/resources/__init__.py	6
LOW	fastmcp_slim/fastmcp/resources/__init__.py	6
LOW	fastmcp_slim/fastmcp/resources/__init__.py	6
LOW	fastmcp_slim/fastmcp/resources/__init__.py	6
LOW	fastmcp_slim/fastmcp/resources/__init__.py	6
LOW	fastmcp_slim/fastmcp/resources/types.py	3
LOW	fastmcp_slim/fastmcp/server/proxy.py	8
LOW	fastmcp_slim/fastmcp/server/proxy.py	21
405 more matches not shown…

Self-Referential Comments138 hits · 421 pts

Severity	File	Line	Snippet
MEDIUM	fastmcp_slim/fastmcp/server/server.py	2464	# Create a proxy to a remote server
MEDIUM	fastmcp_slim/fastmcp/server/server.py	2467	# Create a proxy to another FastMCP server
MEDIUM	fastmcp_slim/fastmcp/server/low_level.py	123	# Create the middleware context.
MEDIUM	fastmcp_slim/fastmcp/server/http.py	303	# Create the ASGI app wrapper (session manager is set each lifespan cycle)
MEDIUM	fastmcp_slim/fastmcp/server/http.py	359	# Create a lifespan manager to start and stop the session manager
MEDIUM	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	817	# Create a ProxyDCRClient with configured redirect URI validation
MEDIUM	fastmcp_slim/fastmcp/server/providers/proxy.py	586	# Create a proxy provider for a remote server
MEDIUM	fastmcp_slim/fastmcp/server/providers/proxy.py	879	# Create a proxy server using create_proxy (recommended)
MEDIUM	…tmcp/server/providers/local_provider/local_provider.py	11	# Create a reusable provider with tools
MEDIUM	…slim/fastmcp/server/providers/skills/skill_provider.py	130	# Create a SkillFileResource that can read the file
MEDIUM	fastmcp_slim/fastmcp/cli/install/__init__.py	13	# Create a cyclopts app for install subcommands
MEDIUM	fastmcp_slim/fastmcp/cli/install/cursor.py	35	# Create the configuration structure expected by Cursor
MEDIUM	fastmcp_slim/fastmcp/cli/install/cursor.py	128	# Create the config file if it doesn't exist
MEDIUM	fastmcp_slim/fastmcp/utilities/logging.py	66	# Create a standard StreamHandler for stderr
MEDIUM	fastmcp_slim/fastmcp/utilities/json_schema_type.py	501	# Create a copy of the schema for each type, but keep all constraints
MEDIUM	fastmcp_slim/fastmcp/utilities/types.py	206	# Create a copy of annotations without the excluded parameters
MEDIUM	fastmcp_slim/fastmcp/utilities/json_schema.py	282	# Create a new schema by copying the referenced definition
MEDIUM	fastmcp_slim/fastmcp/utilities/cli.py	207	# Create the logo text
MEDIUM	fastmcp_slim/fastmcp/utilities/cli.py	211	# Create the main title
MEDIUM	fastmcp_slim/fastmcp/utilities/cli.py	214	# Create the information table
MEDIUM	fastmcp_slim/fastmcp/utilities/openapi/schemas.py	160	# Create a new schema that allows null in addition to the original type
MEDIUM	fastmcp_slim/fastmcp/utilities/openapi/schemas.py	570	# Create a wrapped schema that contains the original schema under a "result" key
MEDIUM	fastmcp_slim/fastmcp/utilities/openapi/director.py	209	# Create a mapping from parameter names to their locations
MEDIUM	fastmcp_slim/fastmcp/client/client.py	434	# Create a fresh client for each concurrent operation
MEDIUM	fastmcp_slim/fastmcp/client/client.py	450	# Create a fresh session kwargs dict so the clone doesn't share
MEDIUM	fastmcp_slim/fastmcp/client/auth/oauth.py	280	# Create the full static client info directly which will avoid DCR.
MEDIUM	fastmcp_slim/fastmcp/client/transports/config.py	49	# Create a config with multiple servers
MEDIUM	fastmcp_slim/fastmcp/client/transports/config.py	63	# Create a client with the config
MEDIUM	tests/test_mcp_config.py	955	# Create a config with multiple servers
MEDIUM	tests/tools/test_tool_future_annotations.py	47	# Create a simple 1x1 white pixel PNG
MEDIUM	tests/tools/test_tool_future_annotations.py	141	# Define a tool with modern union syntax
MEDIUM	tests/server/test_auth_integration.py	116	# Create a RefreshToken object that matches what is expected in later code
MEDIUM	tests/server/test_auth_integration.py	829	# Create a test client with the token
MEDIUM	tests/server/test_auth_integration_errors.py	115	# Create a RefreshToken object that matches what is expected in later code
MEDIUM	tests/server/test_server.py	200	# Create a server with resources
MEDIUM	tests/server/test_server.py	215	# Create a main server and mount the resource server
MEDIUM	tests/server/test_context.py	344	# Create a mock meta object with attributes
MEDIUM	tests/server/test_event_store.py	207	# Create a realistic JSON-RPC request wrapped in JSONRPCMessage
MEDIUM	tests/server/middleware/test_timing.py	287	# Create a custom logger that writes to a string buffer
MEDIUM	tests/server/tasks/test_task_methods.py	81	# Create a task that won't complete until signaled
MEDIUM	tests/server/auth/test_oauth_consent_page.py	146	# Create a transaction manually
MEDIUM	tests/server/auth/test_oauth_consent_page.py	208	# Create a transaction
MEDIUM	tests/server/auth/test_oauth_consent_page.py	274	# Create a transaction
MEDIUM	tests/server/auth/test_auth_provider.py	41	# Create a static token verifier with a test token
MEDIUM	tests/server/auth/test_oauth_consent_flow.py	213	# Create a test app with OAuth routes
MEDIUM	tests/server/auth/test_oauth_consent_flow.py	673	# Create a tampered cookie (invalid signature)
MEDIUM	tests/server/auth/test_jwt_provider.py	382	# Create a token with a different secret
MEDIUM	tests/server/auth/test_jwt_provider_bearer.py	400	# Create a token with a different key pair
MEDIUM	tests/server/auth/test_ssrf_protection.py	274	# Create a dummy token to trigger JWKS fetch
MEDIUM	tests/server/auth/test_enhanced_error_responses.py	259	# Create a valid token with wrong scopes
MEDIUM	tests/server/auth/oauth_proxy/test_ui.py	67	# Create a minimal OAuth proxy
MEDIUM	tests/server/auth/oauth_proxy/test_tokens.py	259	# Create a mock 401 response like the SDK returns for auth failures
MEDIUM	tests/server/auth/oauth_proxy/test_tokens.py	304	# Create a mock 400 response like the SDK returns for invalid_grant
MEDIUM	tests/server/providers/test_skills_provider.py	648	# Create a file outside the skill directory
MEDIUM	tests/server/providers/test_skills_provider.py	275	# Create a simple skill
MEDIUM	tests/server/providers/test_skills_provider.py	290	# Create a skill with supporting files
MEDIUM	tests/server/providers/proxy/test_proxy_client.py	407	# Create a disconnected client (should use fresh sessions per request)
MEDIUM	…s/server/providers/openapi/test_openapi_performance.py	75	# Create a medium-sized synthetic schema
MEDIUM	tests/server/providers/openapi/test_comprehensive.py	477	# Create a mock client that tracks requests
MEDIUM	tests/server/http/test_custom_routes.py	40	# Create the app by calling the constructor function directly
78 more matches not shown…

Docstring Block Structure62 hits · 310 pts

Severity	File	Line	Snippet
HIGH	fastmcp_slim/fastmcp/tools/tool_transform.py	47	Forward to parent tool with argument transformation applied. This function can only be called from within a transfo
HIGH	fastmcp_slim/fastmcp/tools/tool_transform.py	77	Forward directly to parent tool without transformation. This function bypasses all argument transformation and vali
HIGH	fastmcp_slim/fastmcp/tools/tool_transform.py	386	Create a transformed tool from a parent tool. Args: tool: The parent tool to transform.
HIGH	fastmcp_slim/fastmcp/server/server.py	1173	Call a tool by name. This is the public API for executing tools. By default, middleware is applied. Ar
HIGH	fastmcp_slim/fastmcp/server/server.py	1334	Read a resource by URI. This is the public API for reading resources. By default, middleware is applied.
HIGH	fastmcp_slim/fastmcp/server/server.py	1514	Render a prompt by name. This is the public API for rendering prompts. By default, middleware is applied.
HIGH	fastmcp_slim/fastmcp/server/context.py	1210	Send an elicitation request from a background task (SEP-1686). This method handles elicitation when running in
HIGH	fastmcp_slim/fastmcp/server/dependencies.py	1357	Get a specific claim from the access token. This dependency extracts a single claim value from the current access t
HIGH	fastmcp_slim/fastmcp/server/lifespan.py	91	Compose with another lifespan using the \| operator. Args: other: Another Lifespan instance.
HIGH	fastmcp_slim/fastmcp/server/tasks/keys.py	47	Build Docket task key with embedded metadata. When ``task_scope`` is ``None`` the task is anonymous and lives in th
HIGH	fastmcp_slim/fastmcp/server/tasks/keys.py	81	Parse Docket task key to extract metadata. Args: task_key: Encoded task key from Docket Returns:
HIGH	fastmcp_slim/fastmcp/server/tasks/keys.py	138	Extract just the client task ID from a task key. Args: task_key: Full encoded task key Returns:
HIGH	fastmcp_slim/fastmcp/server/tasks/routing.py	32	Check task mode and submit to background if requested. Args: component: The MCP component task_type
HIGH	fastmcp_slim/fastmcp/server/tasks/elicitation.py	54	Send an elicitation request from a background task. This function handles the complexity of eliciting user input wh
HIGH	fastmcp_slim/fastmcp/server/tasks/requests.py	77	Look up task execution and metadata from Redis. Consolidates the common pattern of fetching task metadata from Redi
HIGH	fastmcp_slim/fastmcp/server/auth/ssrf.py	99	Resolve hostname to IP addresses using DNS. Args: hostname: Hostname to resolve port: Port number (
HIGH	fastmcp_slim/fastmcp/server/auth/ssrf.py	148	Validate URL for SSRF and resolve to IPs. Args: url: URL to validate require_path: If True, require
HIGH	fastmcp_slim/fastmcp/server/auth/ssrf.py	204	Fetch URL with comprehensive SSRF protection and DNS pinning. Security measures: 1. HTTPS only 2. DNS resol
HIGH	fastmcp_slim/fastmcp/server/auth/cimd.py	300	Fetch and validate a CIMD document with SSRF protection. Uses ssrf_safe_fetch_response for the HTTP layer, whic
HIGH	fastmcp_slim/fastmcp/server/auth/cimd.py	512	Validate JWT assertion from client. Args: assertion: The JWT assertion string client_id
HIGH	fastmcp_slim/fastmcp/server/auth/cimd.py	632	Extract public key from inline JWKS. Args: token: JWT token to extract kid from jwks: J
HIGH	fastmcp_slim/fastmcp/server/auth/cimd.py	781	Validate JWT assertion for private_key_jwt auth. Args: assertion: JWT assertion string from client
HIGH	fastmcp_slim/fastmcp/server/auth/jwt_issuer.py	223	Verify and decode a FastMCP token. Validates JWT signature, expiration, issuer, audience, and token type.
HIGH	fastmcp_slim/fastmcp/server/auth/providers/azure.py	608	Get a cached or new OnBehalfOfCredential for OBO token exchange. Credentials are cached by user assertion so th
HIGH	fastmcp_slim/fastmcp/server/auth/providers/azure.py	841	Exchange the user's Entra token for a downstream API token via OBO. This dependency performs a Microsoft Entra On-B
HIGH	…_slim/fastmcp/server/providers/filesystem_discovery.py	122	Import a Python file as a module. If the file is part of a package (directory has __init__.py), imports it as a
HIGH	fastmcp_slim/fastmcp/server/sampling/run.py	142	Determine whether to use fallback handler or client for sampling. Args: context: The MCP context. n
HIGH	fastmcp_slim/fastmcp/server/sampling/sampling_tool.py	92	Create a SamplingTool from a function. The function's signature is analyzed to generate a JSON schema for
HIGH	fastmcp_slim/fastmcp/utilities/auth.py	11	Decode a JWT part (header or payload) without signature verification. Args: token: JWT token string (header
HIGH	fastmcp_slim/fastmcp/utilities/auth.py	33	Decode JWT header without signature verification. Useful for extracting the key ID (kid) for JWKS lookup. Args
HIGH	fastmcp_slim/fastmcp/utilities/auth.py	50	Decode JWT payload without signature verification. Use only for tokens received directly from trusted sources (e.g.
HIGH	fastmcp_slim/fastmcp/utilities/skills.py	88	Get the manifest for a specific skill. Args: client: Connected FastMCP client skill_name: Name of t
HIGH	fastmcp_slim/fastmcp/utilities/skills.py	134	Download a skill and all its files to a local directory. Creates a subdirectory named after the skill containing al
HIGH	fastmcp_slim/fastmcp/utilities/json_schema_type.py	168	Convert JSON schema to appropriate Python type with validation. Args: schema: A JSON Schema dictionary defi
HIGH	fastmcp_slim/fastmcp/utilities/pagination.py	55	Paginate a sequence of items. Args: items: The full sequence to paginate. cursor: Optional cursor f
HIGH	fastmcp_slim/fastmcp/utilities/openapi/parser.py	592	Extract only the schema definitions needed for input (parameters and request body). Args:
HIGH	fastmcp_slim/fastmcp/utilities/openapi/schemas.py	78	Replace openapi $ref with jsonschema $defs recursively. Examples: - {"type": "object", "properties": {"$re
HIGH	…cp/utilities/mcp_server_config/v1/mcp_server_config.py	224	Load configuration from a JSON file. Args: file_path: Path to the configuration file Retur
HIGH	fastmcp_slim/fastmcp/apps/file_upload.py	233	Read a file's contents by name. Args: name: The filename to read. ctx: The current requ
HIGH	fastmcp_slim/fastmcp/client/tasks.py	213	Wait for task to reach a specific state or complete. Uses event-based waiting when notifications are available
HIGH	fastmcp_slim/fastmcp/client/client.py	487	Send an initialize request to the server. This method performs the MCP initialization handshake with the server
HIGH	fastmcp_slim/fastmcp/client/client.py	714	Await a coroutine while monitoring the session task for errors. When using HTTP transports, server errors (4xx/
HIGH	fastmcp_slim/fastmcp/client/client.py	854	Send a completion request and return the complete MCP protocol result. Args: ref (mcp.types.Resourc
HIGH	fastmcp_slim/fastmcp/client/client.py	885	Send a completion request to the server. Args: ref (mcp.types.ResourceTemplateReference \| mcp.types
HIGH	fastmcp_slim/fastmcp/client/mixins/tools.py	43	Send a tools/list request and return the complete MCP protocol result. Args: cursor: Optional pagin
HIGH	fastmcp_slim/fastmcp/client/mixins/tools.py	73	Retrieve all tools available on the server. This method automatically fetches all pages if the server paginates
HIGH	fastmcp_slim/fastmcp/client/mixins/tools.py	126	Send a tools/call request and return the complete MCP protocol result. This method returns the raw CallToolResu
HIGH	fastmcp_slim/fastmcp/client/mixins/tools.py	254	Call a tool on the server. Unlike call_tool_mcp, this method raises a ToolError if the tool call results in an
HIGH	fastmcp_slim/fastmcp/client/mixins/prompts.py	39	Send a prompts/list request and return the complete MCP protocol result. Args: cursor: Optional pag
HIGH	fastmcp_slim/fastmcp/client/mixins/prompts.py	69	Retrieve all prompts available on the server. This method automatically fetches all pages if the server paginat
HIGH	fastmcp_slim/fastmcp/client/mixins/prompts.py	119	Send a prompts/get request and return the complete MCP protocol result. Args: name (str): The name
HIGH	fastmcp_slim/fastmcp/client/mixins/prompts.py	217	Retrieve a rendered prompt message list from the server. Args: name (str): The name of the prompt t
HIGH	fastmcp_slim/fastmcp/client/mixins/task_management.py	34	Query the status of a background task. Sends a 'tasks/get' MCP protocol request over the existing transport.
HIGH	fastmcp_slim/fastmcp/client/mixins/task_management.py	57	Retrieve the raw result of a completed background task. Sends a 'tasks/result' MCP protocol request over the ex
HIGH	fastmcp_slim/fastmcp/client/mixins/task_management.py	90	List background tasks. Sends a 'tasks/list' MCP protocol request to the server. If the server returns a
HIGH	fastmcp_slim/fastmcp/client/mixins/task_management.py	136	Cancel a task, transitioning it to cancelled state. Sends a 'tasks/cancel' MCP protocol request. Task will halt
HIGH	fastmcp_slim/fastmcp/client/mixins/resources.py	38	Send a resources/list request and return the complete MCP protocol result. Args: cursor: Optional p
HIGH	fastmcp_slim/fastmcp/client/mixins/resources.py	68	Retrieve all resources available on the server. This method automatically fetches all pages if the server pagin
HIGH	fastmcp_slim/fastmcp/client/mixins/resources.py	114	Send a resources/listResourceTemplates request and return the complete MCP protocol result. Args: c
HIGH	fastmcp_slim/fastmcp/client/mixins/resources.py	144	Retrieve all resource templates available on the server. This method automatically fetches all pages if the ser
2 more matches not shown…

Cross-Language Confusion43 hits · 238 pts

Severity	File	Line	Snippet
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	751	if (d && typeof d === "object") return d.msg \|\| d.message \|\| JSON.stringify(d);
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	751	if (d && typeof d === "object") return d.msg \|\| d.message \|\| JSON.stringify(d);
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	752	return d \|\| b.params.level \|\| "";
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	756	if (b.error) return "error: " + (b.error.message \|\| JSON.stringify(b.error));
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	757	if (b.result && typeof b.result === "object") {
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	763	if (first && first.text) {
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	340	const transport = new PostMessageTransport(iframe.contentWindow, null);
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	610	if (activeFilters[allFilterKeys[i]]) on.push(allFilterKeys[i]);
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	622	var qs = params.toString();
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	624	history.replaceState(null, "", url);
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	693	if (fp !== null) {
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	732	if (lv && levelOrder.indexOf(lv) < minLevel) return false;
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	782	&& (entry.body.error \|\| (entry.body.result && entry.body.result.isError));
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	811	if (entry.direction === "notification" && entry.body && entry.body.params) {
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	833	navigator.clipboard.writeText(JSON.stringify(entry.body, null, 2));
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	853	detail.textContent = JSON.stringify(entry.body, null, 2);
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	873	var atBottom = !panelVisible \|\| entries.scrollHeight - entries.scrollTop - entries.clientHeight < 40;
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	880	if (atBottom \|\| (firstPoll && panelVisible)) entries.scrollTop = entries.scrollHeight;
HIGH	fastmcp_slim/fastmcp/cli/apps_dev.py	892	if (!data \|\| typeof data !== "object") return;
HIGH	fastmcp_slim/fastmcp/utilities/json_schema_type.py	6	- Basic types (string, number, integer, boolean, null)
HIGH	fastmcp_slim/fastmcp/utilities/json_schema_type.py	479	# Check if one of the types is None (null)
HIGH	fastmcp_slim/fastmcp/utilities/openapi/schemas.py	156	# If it's already nullable (type includes null), don't modify
HIGH	fastmcp_slim/fastmcp/apps/file_upload.py	313	with If(STATE.stored.length()):
HIGH	fastmcp_slim/fastmcp/apps/file_upload.py	315	STATE.stored.length(), # ty:ignore[invalid-argument-type]
HIGH	fastmcp_slim/fastmcp/apps/file_upload.py	334	with If(STATE.pending.length()), Column(gap=2):
HIGH	fastmcp_slim/fastmcp/apps/file_upload.py	365	with If(STATE.stored.length()):
HIGH	fastmcp_slim/fastmcp/apps/file_upload.py	390	with If(STATE.stored.length()):
HIGH	fastmcp_slim/fastmcp/apps/file_upload.py	392	f"{STATE.stored.length()}"
HIGH	fastmcp_slim/fastmcp/apps/file_upload.py	393	f" {STATE.stored.length().pluralize('file')}"
HIGH	tests/tools/tool/test_content.py	58	([None], "[null]"),
HIGH	tests/tools/tool/test_content.py	59	([None, None], "[null,null]"),
HIGH	tests/tools/tool/test_content.py	78	([1, "two", None, {"c": 3}, False], '[1,"two",null,{"c":3},false]'),
HIGH	tests/server/middleware/test_logging.py	146	"payload": '{"method":"tools/call","params":{"task":null,"_meta":null,"name":"test_method","argument
HIGH	tests/server/middleware/test_logging.py	301	'{"event": "request_start", "method": "test_method", "source": "client", "payload": "{\\"method\\":\\"re
HIGH	tests/server/middleware/test_logging.py	329	'{"event": "request_start", "method": "test_method", "source": "client", "payload": "{\\"name\\":\\"tmpl
HIGH	tests/server/middleware/test_logging.py	361	'{"event": "request_start", "method": "test_method", "source": "client", "payload": "{\\"method\\":\\"to
HIGH	tests/server/middleware/test_logging.py	536	'event=request_start method=tools/call source=client payload={"task":null,"_meta":null,"name":"simple_op
HIGH	tests/server/middleware/test_logging.py	559	'{"event": "request_start", "method": "tools/call", "source": "client", "payload": "{\\"task\\":null,\\"
HIGH	tests/server/middleware/test_logging.py	652	event=request_start method=tools/call source=client payload={"task":null,"_meta":null,"name":"simple_operation","argumen
HIGH	tests/utilities/openapi/test_nullable_fields.py	440	"""Test that nullable enum validates null, enum values, and rejects invalid values."""
HIGH	tests/deprecated/test_tool_injection_middleware.py	72	text='[{"name":"greeting","title":null,"description":"Generate a greeting message.","arguments":[{"n
HIGH	tests/deprecated/test_tool_injection_middleware.py	118	text='{"_meta":null,"description":"Generate a greeting message.","messages":[{"role":"user","content
HIGH	tests/deprecated/test_tool_injection_middleware.py	234	text='{"contents":[{"content":"debug=true","mime_type":"text/plain","meta":null}],"meta":null}',

Excessive Try-Catch Wrapping186 hits · 195 pts

Severity	File	Line	Snippet
LOW	fastmcp_slim/fastmcp/tools/tool_transform.py	360	except Exception:
LOW	fastmcp_slim/fastmcp/tools/function_parsing.py	235	except Exception as e:
LOW	fastmcp_slim/fastmcp/tools/base.py	485	except Exception as e:
LOW	fastmcp_slim/fastmcp/resources/types.py	109	except Exception as e:
LOW	fastmcp_slim/fastmcp/resources/types.py	172	except Exception as e:
LOW	fastmcp_slim/fastmcp/resources/types.py	187	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/server.py	1288	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/server.py	1422	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/server.py	1466	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/server.py	1585	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/telemetry.py	97	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/telemetry.py	132	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/context.py	1278	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/http.py	388	except Exception:
LOW	fastmcp_slim/fastmcp/server/dependencies.py	210	except Exception:
LOW	fastmcp_slim/fastmcp/server/dependencies.py	528	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/dependencies.py	612	except Exception:
LOW	fastmcp_slim/fastmcp/server/dependencies.py	683	except Exception as error:
LOW	fastmcp_slim/fastmcp/server/middleware/logging.py	41	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/middleware/logging.py	141	except Exception as e:
LOW	…stmcp_slim/fastmcp/server/middleware/error_handling.py	78	except Exception as callback_error:
LOW	…stmcp_slim/fastmcp/server/middleware/error_handling.py	124	except Exception as error:
LOW	…stmcp_slim/fastmcp/server/middleware/error_handling.py	209	except Exception as error:
LOW	fastmcp_slim/fastmcp/server/middleware/timing.py	51	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/middleware/timing.py	103	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/tasks/subscriptions.py	89	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/tasks/handlers.py	216	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/tasks/context.py	271	except Exception:
LOW	fastmcp_slim/fastmcp/server/tasks/elicitation.py	161	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/tasks/elicitation.py	176	except Exception:
LOW	fastmcp_slim/fastmcp/server/tasks/elicitation.py	210	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/tasks/elicitation.py	226	except Exception as cleanup_error:
LOW	fastmcp_slim/fastmcp/server/tasks/elicitation.py	274	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/tasks/notifications.py	132	except Exception as send_error:
LOW	fastmcp_slim/fastmcp/server/tasks/notifications.py	158	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/tasks/requests.py	190	except Exception as error:
LOW	fastmcp_slim/fastmcp/server/tasks/requests.py	295	except Exception as error:
LOW	fastmcp_slim/fastmcp/server/mixins/lifespan.py	112	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/auth.py	603	except Exception:
LOW	fastmcp_slim/fastmcp/server/auth/cimd.py	395	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/oidc_proxy.py	128	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/oidc_proxy.py	167	except Exception:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/models.py	187	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1874	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	769	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1378	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1417	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1816	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1833	except Exception:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1921	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	2199	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	2252	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/consent.py	110	except Exception:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/consent.py	138	except Exception:
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/consent.py	190	except Exception:
LOW	fastmcp_slim/fastmcp/server/auth/providers/supabase.py	163	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/providers/clerk.py	203	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/providers/clerk.py	235	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/providers/azure.py	603	except Exception as e:
LOW	fastmcp_slim/fastmcp/server/auth/providers/azure.py	671	except Exception:
126 more matches not shown…

Deep Nesting183 hits · 172 pts

Severity	File	Line
LOW	fastmcp_slim/fastmcp/tools/tool_transform.py	270
LOW	fastmcp_slim/fastmcp/tools/tool_transform.py	371
LOW	fastmcp_slim/fastmcp/tools/tool_transform.py	616
LOW	fastmcp_slim/fastmcp/tools/tool_transform.py	832
LOW	fastmcp_slim/fastmcp/tools/tool_transform.py	717
LOW	fastmcp_slim/fastmcp/tools/function_parsing.py	131
LOW	fastmcp_slim/fastmcp/tools/function_tool.py	284
LOW	fastmcp_slim/fastmcp/tools/base.py	86
LOW	fastmcp_slim/fastmcp/resources/template.py	80
LOW	fastmcp_slim/fastmcp/resources/template.py	453
LOW	fastmcp_slim/fastmcp/server/server.py	615
LOW	fastmcp_slim/fastmcp/server/server.py	695
LOW	fastmcp_slim/fastmcp/server/server.py	749
LOW	fastmcp_slim/fastmcp/server/server.py	834
LOW	fastmcp_slim/fastmcp/server/server.py	884
LOW	fastmcp_slim/fastmcp/server/server.py	966
LOW	fastmcp_slim/fastmcp/server/server.py	1020
LOW	fastmcp_slim/fastmcp/server/server.py	1092
LOW	fastmcp_slim/fastmcp/server/server.py	1164
LOW	fastmcp_slim/fastmcp/server/server.py	1326
LOW	fastmcp_slim/fastmcp/server/low_level.py	74
LOW	fastmcp_slim/fastmcp/server/elicitation.py	132
LOW	fastmcp_slim/fastmcp/server/elicitation.py	387
LOW	fastmcp_slim/fastmcp/server/dependencies.py	180
LOW	fastmcp_slim/fastmcp/server/dependencies.py	467
LOW	fastmcp_slim/fastmcp/server/dependencies.py	631
LOW	fastmcp_slim/fastmcp/server/middleware/dereference.py	67
LOW	…stmcp_slim/fastmcp/server/middleware/error_handling.py	81
LOW	fastmcp_slim/fastmcp/server/tasks/notifications.py	76
LOW	fastmcp_slim/fastmcp/server/tasks/requests.py	220
LOW	fastmcp_slim/fastmcp/server/mixins/lifespan.py	91
LOW	fastmcp_slim/fastmcp/server/auth/ssrf.py	239
LOW	fastmcp_slim/fastmcp/server/auth/cimd.py	224
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/models.py	168
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	746
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1717
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1928
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/consent.py	446
LOW	fastmcp_slim/fastmcp/server/auth/providers/clerk.py	94
LOW	fastmcp_slim/fastmcp/server/auth/providers/jwt.py	313
LOW	fastmcp_slim/fastmcp/server/auth/providers/jwt.py	399
LOW	fastmcp_slim/fastmcp/server/auth/providers/jwt.py	416
LOW	fastmcp_slim/fastmcp/server/auth/handlers/authorize.py	196
LOW	fastmcp_slim/fastmcp/server/providers/aggregate.py	118
LOW	fastmcp_slim/fastmcp/server/providers/aggregate.py	156
LOW	fastmcp_slim/fastmcp/server/providers/proxy.py	166
LOW	fastmcp_slim/fastmcp/server/providers/proxy.py	289
LOW	fastmcp_slim/fastmcp/server/providers/filesystem.py	149
LOW	…_slim/fastmcp/server/providers/filesystem_discovery.py	119
LOW	…_slim/fastmcp/server/providers/filesystem_discovery.py	235
LOW	…tmcp/server/providers/local_provider/local_provider.py	113
LOW	…tmcp/server/providers/local_provider/local_provider.py	178
LOW	…cp/server/providers/local_provider/decorators/tools.py	126
LOW	…tmcp_slim/fastmcp/server/providers/openapi/provider.py	71
LOW	…stmcp_slim/fastmcp/server/providers/openapi/routing.py	86
LOW	…cp_slim/fastmcp/server/providers/openapi/components.py	180
LOW	…cp_slim/fastmcp/server/providers/openapi/components.py	287
LOW	…slim/fastmcp/server/providers/skills/skill_provider.py	228
LOW	…slim/fastmcp/server/providers/skills/skill_provider.py	331
LOW	fastmcp_slim/fastmcp/server/sampling/run.py	118
123 more matches not shown…

Redundant / Tautological Comments83 hits · 126 pts

Severity	File	Line	Snippet
LOW	fastmcp_slim/fastmcp/mcp_config.py	309	# Check if any values look like server configs
LOW	fastmcp_slim/fastmcp/tools/tool_transform.py	291	# Check if this parameter has a default_factory from transform_args
LOW	fastmcp_slim/fastmcp/tools/tool_transform.py	498	# Check if function returns ToolResult (or subclass) - if so, don't fall back to parent.
LOW	fastmcp_slim/fastmcp/tools/tool_transform.py	529	# Check if function is missing any parameters required after transformation
LOW	fastmcp_slim/fastmcp/tools/tool_transform.py	649	# Check if parameter is in transform_args
LOW	fastmcp_slim/fastmcp/tools/function_parsing.py	290	# Check if schema is an object type, resolving $ref references
LOW	fastmcp_slim/fastmcp/resources/template.py	615	# Check if required parameters are a subset of the path parameters
LOW	fastmcp_slim/fastmcp/resources/template.py	621	# Check if all URI parameters are valid function parameters (skip if **kwargs present)
LOW	fastmcp_slim/fastmcp/server/elicitation.py	61	# Check if items are enum/Literal
LOW	fastmcp_slim/fastmcp/server/elicitation.py	73	# Check if items are Literal (which Pydantic represents differently)
LOW	fastmcp_slim/fastmcp/server/elicitation.py	503	# Check if it's a primitive type
LOW	fastmcp_slim/fastmcp/server/dependencies.py	767	# Check if we're in a Docket worker context
LOW	…cp_slim/fastmcp/server/middleware/response_limiting.py	113	# Check if we should limit this tool
LOW	fastmcp_slim/fastmcp/server/tasks/elicitation.py	113	# Set status to "waiting"
LOW	fastmcp_slim/fastmcp/server/tasks/elicitation.py	326	# Check if there's a pending elicitation
LOW	fastmcp_slim/fastmcp/server/tasks/elicitation.py	331	# Push response to list - this wakes up the BLPOP in elicit_for_task
LOW	fastmcp_slim/fastmcp/server/tasks/notifications.py	263	# Check if subscriber already running for this session
LOW	fastmcp_slim/fastmcp/server/tasks/notifications.py	266	# Check if task is still running AND session is still alive
LOW	fastmcp_slim/fastmcp/server/tasks/requests.py	281	# Check if completed
LOW	fastmcp_slim/fastmcp/server/auth/redirect_validation.py	236	# Check if URI matches any allowed pattern
LOW	fastmcp_slim/fastmcp/server/auth/cimd.py	603	# Check if JTI was already used (and hasn't expired from cache)
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	1000	# Check if code expired
LOW	fastmcp_slim/fastmcp/server/auth/providers/discord.py	99	# Check if token is expired (Discord returns ISO timestamp)
LOW	fastmcp_slim/fastmcp/server/auth/providers/oci.py	53	# Check if the signer exists for the token ID in memory cache
LOW	…cp_slim/fastmcp/server/auth/providers/introspection.py	245	# Check if token is active (required field per RFC 7662)
LOW	fastmcp_slim/fastmcp/server/auth/handlers/authorize.py	212	# Check if this is a client not found error
LOW	fastmcp_slim/fastmcp/server/auth/handlers/authorize.py	229	# Check if response body contains "not found" error
LOW	…_slim/fastmcp/server/providers/filesystem_discovery.py	146	# Check if this file is part of a package
LOW	…_slim/fastmcp/server/providers/filesystem_discovery.py	274	# Check if this object is a component type
LOW	…slim/fastmcp/server/providers/skills/skill_provider.py	369	# Check if it's a known supporting file
LOW	fastmcp_slim/fastmcp/server/sampling/run.py	348	# Check if any tool requires sequential execution
LOW	fastmcp_slim/fastmcp/server/sampling/run.py	575	# Check if this is a tool use response
LOW	…stmcp_slim/fastmcp/server/transforms/tool_transform.py	79	# Check if this name is a transformed name
LOW	fastmcp_slim/fastmcp/cli/run.py	176	# Check if it's an MCPConfig first (has canonical mcpServers key)
LOW	fastmcp_slim/fastmcp/cli/cli.py	306	# Set marker to prevent infinite loops when subprocess calls FastMCP
LOW	fastmcp_slim/fastmcp/cli/cli.py	603	# Check if we were spawned by uv (or user explicitly set --skip-env)
LOW	fastmcp_slim/fastmcp/cli/cli.py	706	# Check if we need to use uv run (but skip if we're already in uv or user said to skip)
LOW	fastmcp_slim/fastmcp/cli/cli.py	743	# Set marker to prevent infinite loops when subprocess calls FastMCP again
LOW	fastmcp_slim/fastmcp/cli/cli.py	863	# Check if we were spawned by uv (or user explicitly set --skip-env)
LOW	fastmcp_slim/fastmcp/cli/cli.py	877	# Check if it's an MCPConfig (which inspect doesn't support)
LOW	fastmcp_slim/fastmcp/cli/cli.py	892	# Check if we need to use uv run (but skip if we're already in uv or user said to skip)
LOW	fastmcp_slim/fastmcp/cli/install/shared.py	80	# Check if it's an MCPConfig (has mcpServers key)
LOW	fastmcp_slim/fastmcp/cli/install/gemini_cli.py	97	# Check if Gemini CLI is available
LOW	fastmcp_slim/fastmcp/cli/install/claude_code.py	101	# Check if Claude Code CLI is available
LOW	fastmcp_slim/fastmcp/utilities/logging.py	43	# Check if logging is disabled in settings
LOW	fastmcp_slim/fastmcp/utilities/skills.py	173	# Check if directory exists
LOW	fastmcp_slim/fastmcp/utilities/json_schema_type.py	479	# Check if one of the types is None (null)
LOW	fastmcp_slim/fastmcp/utilities/types.py	67	# Check if this is Annotated[Type, "string"] and convert to Annotated[Type, Field(description="string")]
LOW	fastmcp_slim/fastmcp/utilities/json_schema.py	209	# Check if original had a $ref
LOW	fastmcp_slim/fastmcp/utilities/json_schema.py	613	# Check if any definition that references this one is itself used
LOW	fastmcp_slim/fastmcp/utilities/cli.py	79	# Check if it's an MCPConfig first (has canonical mcpServers key)
LOW	…lim/fastmcp/utilities/openapi/json_schema_converter.py	220	# Check if any schema in the map needs conversion
LOW	…lim/fastmcp/utilities/openapi/json_schema_converter.py	242	# Check if nested schema needs conversion
LOW	…lim/fastmcp/utilities/openapi/json_schema_converter.py	268	# Check if any list item needs conversion
LOW	fastmcp_slim/fastmcp/utilities/openapi/director.py	219	# Check if it's a suffixed parameter (e.g., id__path)
LOW	fastmcp_slim/fastmcp/utilities/openapi/director.py	233	# Check if it's a known parameter
LOW	…tmcp/utilities/mcp_server_config/v1/environments/uv.py	117	# Check if uv is available
LOW	…p/utilities/mcp_server_config/v1/sources/filesystem.py	36	# Check if it's a Windows path (e.g., C:\...)
LOW	…p/utilities/mcp_server_config/v1/sources/filesystem.py	48	# Check if path contains an object specification
LOW	…p/utilities/mcp_server_config/v1/sources/filesystem.py	51	# Check if it's a Windows path (e.g., C:\...)
23 more matches not shown…

Verbosity Indicators42 hits · 76 pts

Severity	File	Line	Snippet
LOW	fastmcp_slim/fastmcp/server/auth/providers/clerk.py	112	# Step 1: Validate token via introspection (RFC 7662).
LOW	fastmcp_slim/fastmcp/server/auth/providers/clerk.py	187	# Step 2: Fetch user profile via userinfo.
LOW	fastmcp_slim/fastmcp/server/auth/providers/google.py	106	# Step 1: Verify token via tokeninfo endpoint.
LOW	fastmcp_slim/fastmcp/server/auth/providers/google.py	158	# Step 2: Fetch user profile from v2 userinfo endpoint.
LOW	…fastmcp/contrib/component_manager/component_manager.py	101	# We need to check if it's a template (contains {}) and use "template" if so
LOW	fastmcp_slim/fastmcp/utilities/json_schema_type.py	522	# Step 1: replace everything except [0-9a-zA-Z_] with underscores
LOW	fastmcp_slim/fastmcp/utilities/json_schema_type.py	524	# Step 2: deduplicate underscores
LOW	fastmcp_slim/fastmcp/utilities/json_schema_type.py	526	# Step 3: if the first char of original name isn't a letter or underscore, prepend field_
LOW	fastmcp_slim/fastmcp/utilities/json_schema_type.py	529	# Step 4: deduplicate again
LOW	fastmcp_slim/fastmcp/utilities/json_schema_type.py	531	# Step 5: only strip trailing underscores if they weren't in the original name
LOW	fastmcp_slim/fastmcp/utilities/json_schema_type.py	534	# Step 6: if result is a Python keyword, append an underscore (PEP 8 convention)
LOW	…lim/fastmcp/utilities/openapi/json_schema_converter.py	91	# Step 1: Handle nullable field conversion (OpenAPI 3.0 only)
LOW	…lim/fastmcp/utilities/openapi/json_schema_converter.py	95	# Step 2: Convert oneOf to anyOf if requested
LOW	…lim/fastmcp/utilities/openapi/json_schema_converter.py	99	# Step 3: Remove OpenAPI-specific fields
LOW	…lim/fastmcp/utilities/openapi/json_schema_converter.py	103	# Step 4: Handle readOnly/writeOnly property removal
LOW	…lim/fastmcp/utilities/openapi/json_schema_converter.py	109	# Step 5: Recursively process nested schemas
LOW	fastmcp_slim/fastmcp/utilities/openapi/director.py	57	# Step 1: Un-flatten arguments into path, query, body, etc. using parameter map
LOW	fastmcp_slim/fastmcp/utilities/openapi/director.py	66	# Step 2: Serialize query parameters according to OpenAPI style/explode
LOW	fastmcp_slim/fastmcp/utilities/openapi/director.py	69	# Step 3: Build base URL with path parameters
LOW	fastmcp_slim/fastmcp/utilities/openapi/director.py	72	# Step 4: Prepare request data
LOW	fastmcp_slim/fastmcp/utilities/openapi/director.py	79	# Step 5: Determine the declared content type from the OpenAPI spec.
LOW	fastmcp_slim/fastmcp/utilities/openapi/director.py	96	# Step 6: Handle request body — dispatch on declared content type.
LOW	fastmcp_slim/fastmcp/utilities/openapi/director.py	143	# Step 7: Create httpx.Request
LOW	…gration_tests/auth/test_github_provider_integration.py	220	# Step 1: Register OAuth client (DCR)
LOW	…gration_tests/auth/test_github_provider_integration.py	240	# Step 2: Test authorization endpoint redirects to consent page
LOW	…gration_tests/auth/test_github_provider_integration.py	260	# Step 3: Visit consent page to get CSRF token
LOW	…gration_tests/auth/test_github_provider_integration.py	278	# Step 4: Approve consent
LOW	tests/server/test_auth_integration.py	548	# Step 1: First, let's create a token and refresh token at the current time
LOW	tests/server/test_auth_integration.py	567	# Step 2: Time travel forward 4 hours (tokens expire in 1 hour by default)
LOW	tests/server/providers/test_prefab_roundtrip.py	70	# Step 1: call UI tool, get structured_content with hashed ref
LOW	tests/server/providers/test_prefab_roundtrip.py	73	# Step 2: call the backend tool by its hashed name
LOW	examples/search/client_regex.py	73	# Step 1: list_tools shows only synthetic tools
LOW	examples/search/client_regex.py	91	# Step 2: regex patterns discover tools
LOW	examples/search/client_regex.py	127	# Step 3: call discovered tools
LOW	examples/search/client_bm25.py	73	# Step 1: list_tools shows only synthetic tools + pinned tools
LOW	examples/search/client_bm25.py	92	# Step 2: natural language search discovers tools by relevance
LOW	examples/search/client_bm25.py	128	# Step 3: call a discovered tool
LOW	examples/code_mode/client.py	76	# Step 1: list_tools only returns two synthetic meta-tools
LOW	examples/code_mode/client.py	94	# Step 2: search discovers available tools
LOW	examples/code_mode/client.py	111	# Step 3: execute chains tool calls in one round-trip
LOW	.github/scripts/mention/gh-resolve-review-thread.sh	28	# Step 1: Post comment if provided
LOW	.github/scripts/mention/gh-resolve-review-thread.sh	48	# Step 2: Resolve the thread

Fake / Example Data28 hits · 32 pts

Severity	File	Line	Snippet
LOW	fastmcp_slim/fastmcp/server/tasks/requests.py	59	- "user@example.com@1.0" → ("user@example.com", "1.0") # @ in URI
LOW	fastmcp_slim/fastmcp/utilities/openapi/formatters.py	163	return "user@example.com"
LOW	tests/resources/test_resource_template.py	503	quoted_name = quote("John Doe", safe="")
LOW	tests/resources/test_resource_template.py	507	assert result == {"name": "John Doe", "email": "john@example.com"}
LOW	tests/server/tasks/test_task_elicitation_relay.py	172	assert result.data == "Jane Doe"
LOW	tests/server/auth/providers/test_workos.py	352	"email": "user@example.com",
LOW	tests/server/auth/providers/test_workos.py	374	"email": "user@example.com",
LOW	tests/server/auth/providers/test_clerk.py	269	json={"email": "user@example.com"},
LOW	tests/server/auth/providers/test_clerk.py	209	"email": "user@example.com",
LOW	tests/server/auth/providers/test_clerk.py	241	assert result.claims["email"] == "user@example.com"
LOW	tests/server/auth/providers/test_clerk.py	478	"email": "user@example.com",
LOW	tests/server/auth/providers/test_google.py	138	extra_authorize_params={"login_hint": "user@example.com"},
LOW	tests/server/auth/providers/test_google.py	143	assert provider._extra_authorize_params["login_hint"] == "user@example.com"
LOW	tests/server/auth/providers/test_google.py	284	"email": "user@example.com",
LOW	tests/server/auth/providers/test_google.py	294	"email": "user@example.com",
LOW	tests/server/auth/providers/test_google.py	367	"email": "user@example.com",
LOW	tests/server/auth/providers/test_google.py	374	json={"sub": "12345", "email": "user@example.com"},
LOW	tests/server/auth/providers/test_google.py	312	assert result.claims["email"] == "user@example.com"
LOW	…ver/providers/openapi/test_end_to_end_compatibility.py	178	"name": "John Doe", # Body parameter
LOW	tests/utilities/openapi/test_director.py	210	"name": "John Doe",
LOW	tests/utilities/openapi/test_director.py	221	assert body_data["name"] == "John Doe"
LOW	tests/utilities/openapi/test_director.py	301	"name": "John Doe",
LOW	tests/utilities/openapi/test_director.py	310	assert body_data["name"] == "John Doe"
LOW	tests/utilities/openapi/test_director.py	1016	flat_args = {path_param_name: 123, "name": "John Doe"}
LOW	tests/conformance/server.py	166	name: str = Field(default="John Doe", description="User name")
LOW	tests/deprecated/test_import_server.py	411	quoted_name = quote("John Doe", safe="")
LOW	tests/deprecated/test_import_server.py	417	assert content["name"] == "John Doe"
LOW	docs/apps/demos/dashboard.py	21	{"account": "Acme Corp", "value": "$84,000", "stage": "Won"},

AI Slop Vocabulary14 hits · 19 pts

Severity	File	Line	Snippet
LOW	fastmcp_slim/fastmcp/server/lifespan.py	132	# self._fn is already a context manager factory, just call it
MEDIUM	fastmcp_slim/fastmcp/server/middleware/logging.py	149	"""Middleware that provides comprehensive request and response logging.
MEDIUM	fastmcp_slim/fastmcp/server/auth/ssrf.py	204	"""Fetch URL with comprehensive SSRF protection and DNS pinning.
MEDIUM	fastmcp_slim/fastmcp/server/auth/providers/in_memory.py	111	# The AuthorizationHandler already does robust validation using client.validate_redirect_uri
LOW	fastmcp_slim/fastmcp/server/auth/handlers/authorize.py	240	# If we can't parse the response, just return the original
LOW	…_slim/fastmcp/server/providers/filesystem_discovery.py	49	# If root is a file, just return it (if it's a .py file)
LOW	fastmcp_slim/fastmcp/cli/cli.py	60	return "npx" # On Unix-like systems, just use npx
LOW	fastmcp_slim/fastmcp/utilities/json_schema_type.py	762	# Otherwise just use the data
LOW	fastmcp_slim/fastmcp/utilities/cli.py	81	# MCPConfig - we don't process these here, just pass through
LOW	fastmcp_slim/fastmcp/utilities/cli.py	94	# Not a valid MCPServerConfig, just pass through
LOW	fastmcp_slim/fastmcp/utilities/cli.py	97	# Not a valid JSON file, just pass through
LOW	fastmcp_slim/fastmcp/client/tasks.py	421	# Unknown type - just return it
MEDIUM	tests/conftest.py	198	"""Fixture that creates a FastMCP server with comprehensive tool set for provider tests."""
MEDIUM	tests/server/providers/openapi/test_comprehensive.py	371	"""Test server initialization with comprehensive spec."""

Over-Commented Block20 hits · 19 pts

Severity	File	Line	Snippet
LOW	fastmcp_slim/fastmcp/server/auth/oauth_proxy/proxy.py	881	#
LOW	…tmcp/server/providers/local_provider/local_provider.py	461	# Note: Decorator methods (tool, resource, prompt, add_tool, add_resource,
LOW	fastmcp_slim/fastmcp/cli/apps_dev.py	321	// Find the tool and its UI resource URI
LOW	fastmcp_slim/fastmcp/utilities/json_schema.py	161
LOW	fastmcp_slim/fastmcp/client/transports/config.py	181	transport = config.to_transport()
LOW	…/utilities/json_schema_type/test_real_world_schemas.py	341	_record_failure("other_errors", _name, schema, e)
LOW	examples/skills/server.py	21	mcp = FastMCP("Skills Server")
LOW	examples/skills/server.py	41	# - VSCodeSkillsProvider() → ~/.copilot/skills/
LOW	.github/workflows/require-issue-link.yml	1	# Require external PRs to reference an issue with an auto-close keyword
LOW	.github/workflows/require-issue-link.yml	21	# the linked issue reopens previously closed PRs automatically.
LOW	.github/workflows/require-issue-link.yml	101	// ENFORCE_ISSUE_LINK=false means strictly read-only.
LOW	.github/scripts/mention/gh-get-review-threads.sh	1	#!/usr/bin/env bash
LOW	.github/scripts/mention/gh-resolve-review-thread.sh	1	#!/usr/bin/env bash
LOW	.github/scripts/pr-review/pr-comment.sh	1	#!/bin/bash
LOW	.github/scripts/pr-review/pr-comment.sh	21	# if err != nil {
LOW	.github/scripts/pr-review/pr-diff.sh	1	#!/bin/bash
LOW	.github/scripts/pr-review/pr-remove-comment.sh	1	#!/bin/bash
LOW	.github/scripts/pr-review/pr-existing-comments.sh	1	#!/bin/bash
LOW	.github/scripts/pr-review/pr-review.sh	1	#!/bin/bash
LOW	.github/actions/run-claude/action.yml	1	# Composite Action for running Claude Code Action

Overly Generic Function Names17 hits · 18 pts

Severity	File	Line	Snippet
LOW	tests/tools/test_standalone_decorator.py	162	def my_method(cls) -> str:
LOW	tests/server/test_dependencies.py	201	def process_data(value: int, config: str = Depends(fetch_config)) -> str:
LOW	tests/server/test_input_validation.py	213	def process_data(count: int, name: str) -> str:
LOW	tests/server/test_input_validation.py	237	def process_data(count: int, name: str) -> str:
LOW	tests/server/test_icons.py	79	def my_function(x: int) -> int:
LOW	tests/server/test_icons.py	130	def my_function() -> str:
LOW	tests/server/test_icons.py	185	def my_function(id: str) -> str:
LOW	tests/server/test_icons.py	240	def my_function(topic: str):
LOW	tests/server/tasks/test_server_tasks_parameter.py	336	async def my_function() -> str:
LOW	tests/server/providers/test_local_provider_prompts.py	290	def my_function() -> str:
LOW	tests/server/providers/test_local_provider_prompts.py	237	def my_function() -> str:
LOW	…erver/providers/local_provider_tools/test_decorator.py	313	def my_function(x: int) -> str:
LOW	…erver/providers/local_provider_tools/test_decorator.py	324	def my_function(x: int) -> str:
LOW	…erver/providers/local_provider_tools/test_decorator.py	292	def my_function(x: int) -> str:
LOW	tests/server/sampling/test_sampling_tool.py	237	def my_function():
LOW	tests/utilities/test_typeadapter.py	41	def do_something(self, x: int) -> int:
LOW	tests/prompts/test_prompt.py	240	def process_data(

Magic Placeholder Names3 hits · 15 pts

Severity	File	Line	Snippet
HIGH	…stmcp_slim/fastmcp/contrib/component_manager/README.md	108	-H "Authorization: Bearer YOUR_TOKEN_HERE" \
HIGH	…stmcp_slim/fastmcp/contrib/component_manager/README.md	134	-H "Authorization: Bearer YOUR_TOKEN_HERE" \
HIGH	…stmcp_slim/fastmcp/contrib/component_manager/README.md	140	-H "Authorization: Bearer YOUR_TOKEN_HERE" \

Example Usage Blocks7 hits · 10 pts

Severity	File	Line	Snippet
LOW	.github/scripts/mention/gh-get-review-threads.sh	6	# Usage:
LOW	.github/scripts/mention/gh-resolve-review-thread.sh	6	# Usage:
LOW	.github/scripts/pr-review/pr-comment.sh	4	# Usage:
LOW	.github/scripts/pr-review/pr-diff.sh	4	# Usage:
LOW	.github/scripts/pr-review/pr-remove-comment.sh	4	# Usage:
LOW	.github/scripts/pr-review/pr-existing-comments.sh	4	# Usage:
LOW	.github/actions/run-claude/action.yml	6	# Usage:

Hallucination Indicators2 hits · 10 pts

Severity	File	Line	Snippet
CRITICAL	tests/test_mcp_config.py	546	assert client.transport.transport.auth.token.get_secret_value() == "test_token"
CRITICAL	tests/test_mcp_config.py	561	assert client.transport.transport.auth.token.get_secret_value() == "test_token"

Dead Code3 hits · 6 pts

Severity	File	Line
MEDIUM	fastmcp_slim/fastmcp/client/transports/base.py	67
MEDIUM	tests/client/auth/test_oauth_static_client.py	144
MEDIUM	tests/client/transports/test_transports.py	24

Slop Phrases5 hits · 6 pts

Severity	File	Line	Snippet
LOW	docs/prefab-demo-payloads.js	1	window.__FASTMCP_PREFAB_DEMOS__ = {"bar-chart":"<!doctype html>\n<html lang=\"en\">\n<head>\n <title>Prefab</title>\n
LOW	docs/apps/demos/hitchhikers.py	99	Text("Don't forget to bring it.")
LOW	examples/apps/showcase_server.py	49	f"Thanks, {owner_input.rx}. Don't forget to bring it."
LOW	examples/apps/showcase_server.py	52	Text("Anonymous, I see? Don't forget to bring it.")
MEDIUM	.github/workflows/martian-triage-issue.yml	155	You may not be able to do all of these things, sometimes you may find that all you can do is provide in-dept

Score History

Severity Breakdown

Pattern Findings