fix: handle JSON-encoded string for list parameters in MCP tools

plane_mcp/tools/cycles.py

@@ -1,5 +1,6 @@
 """Cycle-related tools for Plane MCP Server."""
 
+import json
 from typing import Any
 
 from fastmcp import FastMCP
@@ -207,6 +208,14 @@ def add_work_items_to_cycle(
             cycle_id: UUID of the cycle
             issue_ids: List of work item IDs to add to the cycle
         """
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(issue_ids, str):
+            try:
+                issue_ids = json.loads(issue_ids)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"issue_ids must be a JSON array string or a list, got: {issue_ids!r}"
+                ) from e
         client, workspace_slug = get_plane_client_context()
         client.cycles.add_work_items(
             workspace_slug=workspace_slug,

plane_mcp/tools/epics.py

@@ -1,4 +1,5 @@
 """Epic-related tools for Plane MCP Server."""
+import json
 from typing import get_args
 
 from fastmcp import FastMCP
@@ -18,7 +19,9 @@
 def register_epic_tools(mcp: FastMCP) -> None:
     """Register all epic-related tools with the MCP server."""
 
-    def _get_epic_work_item_type(client: PlaneClient, workspace_slug: str, project_id: str) -> WorkItemType | None:
+    def _get_epic_work_item_type(
+        client: PlaneClient, workspace_slug: str, project_id: str
+    ) -> WorkItemType | None:
         """Helper function to get the work item type ID for epics."""
         response = client.work_item_types.list(
             workspace_slug=workspace_slug,
@@ -122,6 +125,22 @@ def create_epic(
         if epic_type is None:
             raise ValueError("No work item type with is_epic=True found in the project")
 
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(assignees, str):
+            try:
+                assignees = json.loads(assignees)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"assignees must be a JSON array string or a list, got: {assignees!r}"
+                ) from e
+        if isinstance(labels, str):
+            try:
+                labels = json.loads(labels)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"labels must be a JSON array string or a list, got: {labels!r}"
+                ) from e
+
         data = CreateWorkItem(
             name=name,
             assignees=assignees,
@@ -205,6 +224,22 @@ def update_epic(
             raise ValueError(f"Invalid priority '{priority}'. Must be one of: {valid_priorities}")
         validated_priority: PriorityEnum | None = priority  # type: ignore[assignment]
 
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(assignees, str):
+            try:
+                assignees = json.loads(assignees)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"assignees must be a JSON array string or a list, got: {assignees!r}"
+                ) from e
+        if isinstance(labels, str):
+            try:
+                labels = json.loads(labels)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"labels must be a JSON array string or a list, got: {labels!r}"
+                ) from e
+
         data = UpdateWorkItem(
             name=name,
             assignees=assignees,

plane_mcp/tools/milestones.py

@@ -1,5 +1,6 @@
 """Milestone-related tools for Plane MCP Server."""
 
+import json
 from typing import Any
 
 from fastmcp import FastMCP
@@ -157,6 +158,14 @@ def add_work_items_to_milestone(
             milestone_id: UUID of the milestone
             issue_ids: List of work item IDs to add to the milestone
         """
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(issue_ids, str):
+            try:
+                issue_ids = json.loads(issue_ids)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"issue_ids must be a JSON array string or a list, got: {issue_ids!r}"
+                ) from e
         client, workspace_slug = get_plane_client_context()
         client.milestones.add_work_items(
             workspace_slug=workspace_slug,
@@ -179,6 +188,14 @@ def remove_work_items_from_milestone(
             milestone_id: UUID of the milestone
             issue_ids: List of work item IDs to remove from the milestone
         """
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(issue_ids, str):
+            try:
+                issue_ids = json.loads(issue_ids)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"issue_ids must be a JSON array string or a list, got: {issue_ids!r}"
+                ) from e
         client, workspace_slug = get_plane_client_context()
         client.milestones.remove_work_items(
             workspace_slug=workspace_slug,

plane_mcp/tools/modules.py

@@ -1,5 +1,6 @@
 """Module-related tools for Plane MCP Server."""
 
+import json
 from typing import Any, get_args
 
 from fastmcp import FastMCP
@@ -81,6 +82,15 @@ def create_module(
             status if status in get_args(ModuleStatusEnum) else None  # type: ignore[assignment]
         )
 
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(members, str):
+            try:
+                members = json.loads(members)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"members must be a JSON array string or a list, got: {members!r}"
+                ) from e
+
         data = CreateModule(
             name=name,
             description=description,
@@ -156,6 +166,15 @@ def update_module(
             status if status in get_args(ModuleStatusEnum) else None  # type: ignore[assignment]
         )
 
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(members, str):
+            try:
+                members = json.loads(members)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"members must be a JSON array string or a list, got: {members!r}"
+                ) from e
+
         data = UpdateModule(
             name=name,
             description=description,
@@ -224,6 +243,14 @@ def add_work_items_to_module(
             module_id: UUID of the module
             issue_ids: List of work item IDs to add to the module
         """
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(issue_ids, str):
+            try:
+                issue_ids = json.loads(issue_ids)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"issue_ids must be a JSON array string or a list, got: {issue_ids!r}"
+                ) from e
         client, workspace_slug = get_plane_client_context()
         client.modules.add_work_items(
             workspace_slug=workspace_slug,

plane_mcp/tools/work_item_properties.py

@@ -1,5 +1,6 @@
 """Work item property-related tools for Plane MCP Server."""
 
+import json
 from typing import Any
 
 from fastmcp import FastMCP
@@ -74,14 +75,16 @@ def create_work_item_property(
             project_id: UUID of the project
             type_id: UUID of the work item type
             display_name: Display name for the property
-            property_type: Type of property (TEXT, DATETIME, DECIMAL, BOOLEAN, OPTION, RELATION, URL, EMAIL, FILE)
+            property_type: Type of property
+                (TEXT, DATETIME, DECIMAL, BOOLEAN, OPTION, RELATION, URL, EMAIL, FILE)
             relation_type: Relation type (ISSUE, USER) - required for RELATION properties
             description: Property description
             is_required: Whether the property is required
             default_value: Default value(s) for the property
             settings: Settings dictionary - required for TEXT and DATETIME properties
                      For TEXT: {"display_format": "single-line"|"multi-line"|"readonly"}
-                     For DATETIME: {"display_format": "MMM dd, yyyy"|"dd/MM/yyyy"|"MM/dd/yyyy"|"yyyy/MM/dd"}
+                     For DATETIME: {"display_format": "MMM dd, yyyy"|"dd/MM/yyyy"|"MM/dd/yyyy"|
+                     "yyyy/MM/dd"}
             is_active: Whether the property is active
             is_multi: Whether the property supports multiple values
             validation_rules: Validation rules dictionary
@@ -115,6 +118,15 @@ def create_work_item_property(
         if options:
             processed_options = [CreateWorkItemPropertyOption(**opt) for opt in options]
 
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(default_value, str):
+            try:
+                default_value = json.loads(default_value)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"default_value must be a JSON array string or a list, got: {default_value!r}"
+                ) from e
+
         data = CreateWorkItemProperty(
             display_name=display_name,
             property_type=validated_property_type,
@@ -188,14 +200,16 @@ def update_work_item_property(
             type_id: UUID of the work item type
             work_item_property_id: UUID of the property
             display_name: Display name for the property
-            property_type: Type of property (TEXT, DATETIME, DECIMAL, BOOLEAN, OPTION, RELATION, URL, EMAIL, FILE)
+            property_type: Type of property
+                (TEXT, DATETIME, DECIMAL, BOOLEAN, OPTION, RELATION, URL, EMAIL, FILE)
             relation_type: Relation type (ISSUE, USER) - required when updating to RELATION
             description: Property description
             is_required: Whether the property is required
             default_value: Default value(s) for the property
             settings: Settings dictionary - required when updating to TEXT or DATETIME
                      For TEXT: {"display_format": "single-line"|"multi-line"|"readonly"}
-                     For DATETIME: {"display_format": "MMM dd, yyyy"|"dd/MM/yyyy"|"MM/dd/yyyy"|"yyyy/MM/dd"}
+                     For DATETIME: {"display_format": "MMM dd, yyyy"|"dd/MM/yyyy"|"MM/dd/yyyy"|
+                     "yyyy/MM/dd"}
             is_active: Whether the property is active
             is_multi: Whether the property supports multiple values
             validation_rules: Validation rules dictionary
@@ -225,6 +239,15 @@ def update_work_item_property(
             elif property_type == "DATETIME":
                 processed_settings = DateAttributeSettings(**settings)
 
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(default_value, str):
+            try:
+                default_value = json.loads(default_value)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"default_value must be a JSON array string or a list, got: {default_value!r}"
+                ) from e
+
         data = UpdateWorkItemProperty(
             display_name=display_name,
             property_type=validated_property_type,

plane_mcp/tools/work_item_relations.py

@@ -1,5 +1,6 @@
 """Work item relation-related tools for Plane MCP Server."""
 
+import json
 from typing import get_args
 
 from fastmcp import FastMCP
@@ -73,6 +74,15 @@ def create_work_item_relation(
             )
         validated_relation_type: WorkItemRelationTypeEnum = relation_type  # type: ignore[assignment]
 
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(issues, str):
+            try:
+                issues = json.loads(issues)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"issues must be a JSON array string or a list, got: {issues!r}"
+                ) from e
+
         data = CreateWorkItemRelation(
             relation_type=validated_relation_type,
             issues=issues,

plane_mcp/tools/work_item_types.py

@@ -1,5 +1,6 @@
 """Work item type-related tools for Plane MCP Server."""
 
+import json
 from typing import Any
 
 from fastmcp import FastMCP
@@ -64,6 +65,15 @@ def create_work_item_type(
         """
         client, workspace_slug = get_plane_client_context()
 
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(project_ids, str):
+            try:
+                project_ids = json.loads(project_ids)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"project_ids must be a JSON array string or a list, got: {project_ids!r}"
+                ) from e
+
         data = CreateWorkItemType(
             name=name,
             description=description,
@@ -131,6 +141,15 @@ def update_work_item_type(
         """
         client, workspace_slug = get_plane_client_context()
 
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(project_ids, str):
+            try:
+                project_ids = json.loads(project_ids)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"project_ids must be a JSON array string or a list, got: {project_ids!r}"
+                ) from e
+
         data = UpdateWorkItemType(
             name=name,
             description=description,

plane_mcp/tools/work_items.py

@@ -1,5 +1,6 @@
 """Work item-related tools for Plane MCP Server."""
 
+import json
 from typing import get_args
 
 from fastmcp import FastMCP
@@ -125,6 +126,22 @@ def create_work_item(
             priority if priority in get_args(PriorityEnum) else None  # type: ignore[assignment]
         )
 
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(assignees, str):
+            try:
+                assignees = json.loads(assignees)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"assignees must be a JSON array string or a list, got: {assignees!r}"
+                ) from e
+        if isinstance(labels, str):
+            try:
+                labels = json.loads(labels)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"labels must be a JSON array string or a list, got: {labels!r}"
+                ) from e
+
         data = CreateWorkItem(
             name=name,
             assignees=assignees,
@@ -295,6 +312,22 @@ def update_work_item(
             priority if priority in get_args(PriorityEnum) else None  # type: ignore[assignment]
         )
 
+        # Some MCP clients serialize list parameters as JSON strings; handle both cases
+        if isinstance(assignees, str):
+            try:
+                assignees = json.loads(assignees)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"assignees must be a JSON array string or a list, got: {assignees!r}"
+                ) from e
+        if isinstance(labels, str):
+            try:
+                labels = json.loads(labels)
+            except json.JSONDecodeError as e:
+                raise ValueError(
+                    f"labels must be a JSON array string or a list, got: {labels!r}"
+                ) from e
+
         data = UpdateWorkItem(
             name=name,
             assignees=assignees,