MCP Server
ContextLayer
io.github.DotNova/context-layer
What this MCP does
Stores and retrieves organizational documents and knowledge-graph context while managing projects, tasks, teams and work sessions.
Capabilities
Tools
62
tools
accept_org_invite
Accept a pending organization invite by organization name.
Input schema
{'type': 'object', 'title': 'AcceptOrgInviteParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['org_name'], 'properties': {'org_name': {'type': 'string', 'description': 'Organization name to accept the invite for'}}}
add_task_dependency
Add a dependency between tasks. Use this to express that a task is blocked by another task (must complete first) or relates to it. This prevents context contamination: when Task B depends on Task A, agents working on Task B will be warned if Task A is still in progress.
Input schema
{'type': 'object', 'title': 'AddTaskDependencyParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['task_id', 'depends_on_task_id'], 'properties': {'task_id': {'type': 'string', 'description': 'The task that is blocked (depends on the other task)'}, 'dependency_type': {'type': ['string', 'null'], 'description': "Dependency type: 'blocks' (must complete before) or 'relates_to' (informational link). Default: blocks"}, 'depends_on_task_id': {'type': 'string', 'description': 'The task that blocks (the dependency / prerequisite)'}}}
add_team_member
Add a member to a team. Find the team by name or ID, and the user by name or email.
Input schema
{'type': 'object', 'title': 'AddTeamMemberParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['user'], 'properties': {'role': {'type': ['string', 'null'], 'description': 'Role in team: member or lead (default: member)'}, 'user': {'type': 'string', 'description': 'User name or email to add'}, 'team_id': {'type': ['string', 'null'], 'description': 'Team ID (optional if team_name is provided)'}, 'team_name': {'type': ['string', 'null'], 'description': 'Team name (optional if team_id is provided)'}}}
assign_task
Assign a user to a task by name or email. The user is added to the task's assignees and linked in the knowledge graph.
Input schema
{'type': 'object', 'title': 'AssignTaskParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['task_id', 'user'], 'properties': {'user': {'type': 'string', 'description': 'User name or email to assign'}, 'task_id': {'type': 'string', 'description': 'Task ID'}}}
create_position
Create a new job position/title in your organization (admin only).
Input schema
{'type': 'object', 'title': 'CreatePositionParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['title'], 'properties': {'title': {'type': 'string', 'description': "Position title (e.g. 'Frontend Developer')"}, 'description': {'type': ['string', 'null'], 'description': 'Position description (optional)'}, 'permissions': {'description': 'JSON object mapping permission keys to booleans, e.g. {"can_view_all_projects": true, "can_manage_documents": false}. Use list_positions to see all available permission keys.'}}}
create_project
Create a new project in your organization. You will be added as the project owner.
Input schema
{'type': 'object', 'title': 'CreateProjectParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['name'], 'properties': {'name': {'type': 'string', 'description': 'Project name'}, 'description': {'type': ['string', 'null'], 'description': 'Project description (optional)'}}}
create_sprint
Create a new sprint for a project. Automatically migrates non-completed tasks (todo/in_progress) from the previous sprint. On first use, creates Sprint 0 (Backlog) for existing tasks and Sprint 1 as the active sprint.
Input schema
{'type': 'object', 'title': 'CreateSprintParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'goal': {'type': ['string', 'null'], 'description': 'Sprint goal (optional)'}, 'name': {'type': ['string', 'null'], 'description': "Sprint name (default: 'Sprint N')"}, 'project_id': {'type': ['string', 'null'], 'description': 'Project ID (alternative to project_name)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name'}}}
create_task
Create a new task in a project. Tasks track work items and can be assigned to team members and linked to sessions.
Input schema
{'type': 'object', 'title': 'CreateTaskParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['title'], 'properties': {'tags': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': "Tags for categorization (e.g. ['bug', 'frontend'])"}, 'title': {'type': 'string', 'description': 'Task title'}, 'due_at': {'type': ['string', 'null'], 'description': "Due date in ISO 8601 format (e.g. '2026-03-15T00:00:00Z')"}, 'team_id': {'type': ['string', 'null'], 'description': 'Team ID (alternative to team_name)'}, 'priority': {'type': ['string', 'null'], 'description': 'Priority: low, medium, high, urgent (default: medium)'}, 'assignees': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': 'Assignee names or emails (optional — resolves to user IDs)'}, 'team_name': {'type': ['string', 'null'], 'description': 'Team name to assign to (optional — resolves to team ID)'}, 'depends_on': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': "Task IDs that this task depends on / is blocked by (optional). Creates 'blocks' dependencies."}, 'project_id': {'type': ['string', 'null'], 'description': 'Project ID (alternative to project_name)'}, 'description': {'type': ['string', 'null'], 'description': 'Task description (optional)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name to create the task in'}, 'sprint_number': {'type': ['integer', 'null'], 'format': 'int32', 'description': 'Sprint number to assign the task to (optional — auto-assigns to current sprint if omitted)'}}}
create_team
Create a new team in your organization. You will be added as team lead.
Input schema
{'type': 'object', 'title': 'CreateTeamParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['name'], 'properties': {'name': {'type': 'string', 'description': 'Team name'}, 'objectives': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': 'Team objectives as a list of strings (optional)'}, 'description': {'type': ['string', 'null'], 'description': 'Team description (optional)'}}}
delete_document
Delete a document from the knowledge base. This permanently removes the document.
Input schema
{'type': 'object', 'title': 'DeleteDocumentParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['document_id'], 'properties': {'document_id': {'type': 'string', 'description': 'Document ID to delete'}}}
delete_position
Delete a position permanently (admin only). Find by title or ID.
Input schema
{'type': 'object', 'title': 'DeletePositionParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'position_id': {'type': ['string', 'null'], 'description': 'Position ID (optional if position_title is provided)'}, 'position_title': {'type': ['string', 'null'], 'description': 'Position title (optional if position_id is provided)'}}}
delete_project
Delete a project permanently (admin only). Find by name or ID.
Input schema
{'type': 'object', 'title': 'DeleteProjectParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'project_id': {'type': ['string', 'null'], 'description': 'Project ID (optional if project_name is provided)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name (optional if project_id is provided)'}}}
delete_task
Delete a task permanently. The task and all its assignee links are removed.
Input schema
{'type': 'object', 'title': 'DeleteTaskParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['task_id'], 'properties': {'task_id': {'type': 'string', 'description': 'Task ID to delete'}}}
delete_team
Delete a team permanently (admin only). Find by name or ID.
Input schema
{'type': 'object', 'title': 'DeleteTeamParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'team_id': {'type': ['string', 'null'], 'description': 'Team ID (optional if team_name is provided)'}, 'team_name': {'type': ['string', 'null'], 'description': 'Team name (optional if team_id is provided)'}}}
delete_user
Delete (soft-delete) a user from your organization (admin/owner only).
Input schema
{'type': 'object', 'title': 'DeleteUserParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['user'], 'properties': {'user': {'type': 'string', 'description': 'User name or email to delete'}}}
end_session
End a work session. This triggers context block generation — your activities are summarized and stored in the knowledge graph for future reference.
Input schema
{'type': 'object', 'title': 'EndSessionParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['session_id', 'outcome'], 'properties': {'outcome': {'type': 'string', 'description': 'Outcome: success, failure, partial, abandoned'}, 'session_id': {'type': 'string', 'description': 'Session ID to end'}, 'token_usage': {'description': 'Token usage for this session. JSON object with fields: input_tokens (int), output_tokens (int), total_tokens (int), model (string), estimated_cost_usd (float). Optional — set when the agent can report consumption.'}}}
find_documents
Search documents in the organization's knowledge base. Filter by category, tags, project, or free-text query. Returns document metadata — use get_document to read the full content.
Input schema
{'type': 'object', 'title': 'FindDocumentsParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'tags': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': 'Filter by tags'}, 'limit': {'type': ['integer', 'null'], 'format': 'int32', 'description': 'Maximum results (default 10)'}, 'query': {'type': ['string', 'null'], 'description': 'Search query (matches title and content)'}, 'category': {'type': ['string', 'null'], 'description': 'Filter by category: template, policy, procedure, reference, contract, guide, checklist'}, 'team_name': {'type': ['string', 'null'], 'description': 'Filter by team name'}, 'project_name': {'type': ['string', 'null'], 'description': 'Filter by project name'}}}
get_context
Get intelligent context from the knowledge graph. Pass a query describing what you need — the system will automatically route to the right data sources (tasks, sessions, documents, teams, blocks) based on intent analysis + graph traversal + semantic similarity. Optionally narrow scope with project name or session ID.
Input schema
{'type': 'object', 'title': 'GetContextParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['query'], 'properties': {'query': {'type': 'string', 'description': "The user's question or intent — used for intelligent context routing. Describe what context is needed."}, 'max_tokens': {'type': ['integer', 'null'], 'format': 'int32', 'description': 'Maximum tokens for the response (default 500)'}, 'project_id': {'type': ['string', 'null'], 'description': 'Project ID (optional — if omitted, returns across all projects)'}, 'session_id': {'type': ['string', 'null'], 'description': 'Session ID (optional — if omitted, returns user-level context)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name (optional, alternative to project_id)'}}}
get_context_routing
Get the current context routing mode for the organization. Returns 'keyword_llm', 'keyword_only', or 'llm_only'.
Input schema
{'type': 'object', 'title': 'GetContextRoutingParams', '$schema': 'https://json-schema.org/draft/2020-12/schema'}
get_document
Get the full content of a document by its ID. Use find_documents first to search, then get_document to read the content. For binary documents (PDFs, images), content is returned base64-encoded with encoding='base64' and the mime_type field.
Input schema
{'type': 'object', 'title': 'GetDocumentParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['document_id'], 'properties': {'document_id': {'type': 'string', 'description': 'Document ID'}}}
get_live_activity
See what's happening right now: active sessions, recent events, traces, and tasks being worked on.
Input schema
{'type': 'object', 'title': 'GetLiveActivityParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'team_name': {'type': ['string', 'null'], 'description': 'Filter by team name (optional)'}, 'user_name': {'type': ['string', 'null'], 'description': 'Filter by user name (optional, partial match)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Filter by project name (optional)'}, 'recent_minutes': {'type': ['integer', 'null'], 'format': 'int32', 'description': 'Time window for recent events in minutes (default: 30)'}}}
get_my_stats
Get your personal activity statistics: total sessions, events, active days, projects worked on, and recent activity summary.
Input schema
{'type': 'object', 'title': 'EmptyParams', '$schema': 'https://json-schema.org/draft/2020-12/schema'}
get_org_stats
Get comprehensive organization statistics: counts, engagement metrics, task velocity.
Input schema
{'type': 'object', 'title': 'GetOrgStatsParams', '$schema': 'https://json-schema.org/draft/2020-12/schema'}
get_project_status
Get the current status of a project including recent activity. You can use either the project name or ID.
Input schema
{'type': 'object', 'title': 'GetProjectStatusParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'project_id': {'type': ['string', 'null'], 'description': 'Project ID (optional if project_name is provided)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name (optional, alternative to project_id)'}}}
get_session_details
Get full details of a session including all events/activities logged during it. Shows who did what, when, and the session block summary if available. Admins can view any session in the org; members can only view their own.
Input schema
{'type': 'object', 'title': 'GetSessionDetailsParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['session_id'], 'properties': {'session_id': {'type': 'string', 'description': 'Session ID to get details for'}}}
get_team_details
Get detailed information about a team: members (with roles), linked projects, and recent activity. Use team name or ID.
Input schema
{'type': 'object', 'title': 'GetTeamDetailsParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'team_id': {'type': ['string', 'null'], 'description': 'Team ID (optional if team_name is provided)'}, 'team_name': {'type': ['string', 'null'], 'description': 'Team name (optional if team_id is provided)'}}}
invite_user
Invite a new member to your organization (admin/owner only).
Input schema
{'type': 'object', 'title': 'InviteUserParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['email', 'name'], 'properties': {'name': {'type': 'string', 'description': 'Full name'}, 'role': {'type': ['string', 'null'], 'description': 'Role: member or admin (default: member)'}, 'email': {'type': 'string', 'description': 'User email address'}, 'skills': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': 'Skills list (optional)'}, 'positions': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': 'Position titles to assign (optional — resolves by name)'}, 'team_name': {'type': ['string', 'null'], 'description': 'Team name to add user to (optional)'}}}
link_task_session
Link a work session to a task. This records that the session was used to work on the task, connecting them in the knowledge graph.
Input schema
{'type': 'object', 'title': 'LinkTaskSessionParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['task_id', 'session_id'], 'properties': {'task_id': {'type': 'string', 'description': 'Task ID to link'}, 'session_id': {'type': 'string', 'description': 'Session ID to link to the task'}}}
link_team_project
Link a project to a team. Find both by name or ID.
Input schema
{'type': 'object', 'title': 'LinkTeamProjectParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'team_id': {'type': ['string', 'null'], 'description': 'Team ID (optional if team_name is provided)'}, 'team_name': {'type': ['string', 'null'], 'description': 'Team name (optional if team_id is provided)'}, 'project_id': {'type': ['string', 'null'], 'description': 'Project ID (optional if project_name is provided)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name (optional if project_id is provided)'}}}
list_colleagues
List colleagues in your organization. Shows name, email, role, and optionally filters by team. Admins see all users; members see users in their own teams.
Input schema
{'type': 'object', 'title': 'ListColleaguesParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'limit': {'type': ['integer', 'null'], 'format': 'int32', 'description': 'Maximum results (default 20)'}, 'team_name': {'type': ['string', 'null'], 'description': 'Filter by team name (optional — shows only members of that team)'}}}
list_notifications
List your notifications — task assignments, status changes, sprint updates, invites, and more. Returns unread notifications by default.
Input schema
{'type': 'object', 'title': 'ListNotificationsParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'limit': {'type': ['integer', 'null'], 'format': 'int32', 'description': 'Maximum results (default 20)'}, 'unread_only': {'type': ['boolean', 'null'], 'description': 'Only return unread notifications (default: true)'}}}
list_pending_invites
List pending organization invites for the current user.
Input schema
{'type': 'object', 'title': 'ListPendingInvitesParams', '$schema': 'https://json-schema.org/draft/2020-12/schema'}
list_positions
List all job positions/titles in your organization with member counts.
Input schema
{'type': 'object', 'title': 'ListPositionsParams', '$schema': 'https://json-schema.org/draft/2020-12/schema'}
list_project_members
List all members involved in a project. Includes users who have sessions in the project and users from teams linked to the project.
Input schema
{'type': 'object', 'title': 'ListProjectMembersParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'project_id': {'type': ['string', 'null'], 'description': 'Project ID'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name (alternative to project_id)'}}}
list_projects
List projects in your organization. No parameters needed — just call it to see all your projects.
Input schema
{'type': 'object', 'title': 'ListProjectsParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'org_id': {'type': ['string', 'null'], 'description': 'Optional organization ID (uses default org if omitted)'}}}
list_project_teams
List teams linked to a project.
Input schema
{'type': 'object', 'title': 'ListProjectTeamsParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'project_id': {'type': ['string', 'null'], 'description': 'Project ID'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name (alternative to project_id)'}}}
list_sessions
List your recent work sessions. Optionally filter by project name or ID. Shows task type, status, and event count.
Input schema
{'type': 'object', 'title': 'ListSessionsParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'limit': {'type': ['integer', 'null'], 'format': 'int32', 'description': 'Maximum results (default 10)'}, 'project_id': {'type': ['string', 'null'], 'description': 'Filter by project ID (optional)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Filter by project name (optional, alternative to project_id)'}}}
list_sprints
List sprints for a project. Shows sprint number, name, goal, status (current/completed), and task count.
Input schema
{'type': 'object', 'title': 'ListSprintsParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'project_id': {'type': ['string', 'null'], 'description': 'Project ID (alternative to project_name)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name'}}}
list_tasks
List tasks. Filter by project, status (todo/in_progress/done/cancelled), sprint number, or show only your tasks. Shows title, status, priority, assignees, sprint, and linked sessions.
Input schema
{'type': 'object', 'title': 'ListTasksParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'limit': {'type': ['integer', 'null'], 'format': 'int32', 'description': 'Maximum results (default 20)'}, 'status': {'type': ['string', 'null'], 'description': 'Filter by status: todo, in_progress, done, cancelled (optional)'}, 'mine_only': {'type': ['boolean', 'null'], 'description': 'Filter tasks assigned to me only (default: false)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Filter by project name (optional)'}, 'sprint_number': {'type': ['integer', 'null'], 'format': 'int32', 'description': 'Filter by sprint number (optional)'}}}
list_teams
List all teams in your organization. Shows team name, member count, project count, and description.
Input schema
{'type': 'object', 'title': 'EmptyParams', '$schema': 'https://json-schema.org/draft/2020-12/schema'}
log_activity
Log an activity or event. If no session_id is provided, a session is automatically created or reused for the project. Just pass project_name and content — no need to start a session first.
Input schema
{'type': 'object', 'title': 'LogActivityParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['event_type', 'content'], 'properties': {'source': {'type': ['string', 'null'], 'description': "Source of the event (e.g. 'claude-code', 'cursor', 'user')"}, 'content': {'type': 'string', 'description': 'Free-form content describing the activity'}, 'event_type': {'type': 'string', 'description': 'Event type: code_change, file_edit, command_run, decision, note, conversation, discovery'}, 'project_id': {'type': ['string', 'null'], 'description': 'Project ID (optional if project_name is provided)'}, 'session_id': {'type': ['string', 'null'], 'description': 'Session ID (optional — if omitted, a session is auto-created or reused for the project)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name (optional, alternative to project_id — used for auto-session)'}}}
log_trace
Log a granular agent action trace. High-frequency, no LLM processing.
Input schema
{'type': 'object', 'title': 'LogTraceParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['trace_type', 'summary'], 'properties': {'status': {'type': ['string', 'null'], 'description': 'Status: started, completed, failed (default: completed)'}, 'summary': {'type': 'string', 'description': 'Short description of the action'}, 'task_id': {'type': ['string', 'null'], 'description': 'Task ID to link this trace to (optional — auto-links session to task)'}, 'metadata': {'description': 'Free-form JSON metadata (optional)'}, 'trace_id': {'type': ['string', 'null'], 'description': 'Logical trace group ID (auto-generated if omitted)'}, 'project_id': {'type': ['string', 'null'], 'description': 'Project ID (optional, alternative to project_name)'}, 'session_id': {'type': ['string', 'null'], 'description': 'Session ID (optional — auto-resolved from project if omitted)'}, 'trace_type': {'type': 'string', 'description': 'Trace type: tool_call, file_read, file_write, code_search, code_edit, api_call, thinking, error'}, 'duration_ms': {'type': ['integer', 'null'], 'format': 'int32', 'description': 'Duration in milliseconds (optional)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name (optional, used for auto-session resolution)'}, 'parent_trace_id': {'type': ['string', 'null'], 'description': 'Parent trace ID for nesting (e.g. tool_call -> file_reads)'}}}
log_traces_batch
Log multiple traces in a single batch.
Input schema
{'type': 'object', '$defs': {'LogTraceParams': {'type': 'object', 'required': ['trace_type', 'summary'], 'properties': {'status': {'type': ['string', 'null'], 'description': 'Status: started, completed, failed (default: completed)'}, 'summary': {'type': 'string', 'description': 'Short description of the action'}, 'task_id': {'type': ['string', 'null'], 'description': 'Task ID to link this trace to (optional — auto-links session to task)'}, 'metadata': {'description': 'Free-form JSON metadata (optional)'}, 'trace_id': {'type': ['string', 'null'], 'description': 'Logical trace group ID (auto-generated if omitted)'}, 'project_id': {'type': ['string', 'null'], 'description': 'Project ID (optional, alternative to project_name)'}, 'session_id': {'type': ['string', 'null'], 'description': 'Session ID (optional — auto-resolved from project if omitted)'}, 'trace_type': {'type': 'string', 'description': 'Trace type: tool_call, file_read, file_write, code_search, code_edit, api_call, thinking, error'}, 'duration_ms': {'type': ['integer', 'null'], 'format': 'int32', 'description': 'Duration in milliseconds (optional)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name (optional, used for auto-session resolution)'}, 'parent_trace_id': {'type': ['string', 'null'], 'description': 'Parent trace ID for nesting (e.g. tool_call -> file_reads)'}}}}, 'title': 'LogTracesBatchParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['traces'], 'properties': {'traces': {'type': 'array', 'items': {'$ref': '#/$defs/LogTraceParams'}, 'description': 'Array of traces to log in a single batch'}}}
mark_notification_read
Mark a notification as read, or mark all notifications as read at once.
Input schema
{'type': 'object', 'title': 'MarkNotificationReadParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'mark_all': {'type': ['boolean', 'null'], 'description': 'Set to true to mark ALL notifications as read'}, 'notification_id': {'type': ['string', 'null'], 'description': 'Notification ID to mark as read (omit to use mark_all)'}}}
move_task_to_sprint
Move a task to a different sprint. Specify the target sprint by number or ID.
Input schema
{'type': 'object', 'title': 'MoveTaskToSprintParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['task_id'], 'properties': {'task_id': {'type': 'string', 'description': 'Task ID to move'}, 'sprint_id': {'type': ['string', 'null'], 'description': 'Target sprint ID (alternative to sprint_number)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name (needed if using sprint_number)'}, 'sprint_number': {'type': ['integer', 'null'], 'format': 'int32', 'description': 'Target sprint number'}}}
remove_task_dependency
Remove a dependency between tasks. This unblocks the task from the other task.
Input schema
{'type': 'object', 'title': 'RemoveTaskDependencyParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['task_id', 'depends_on_task_id'], 'properties': {'task_id': {'type': 'string', 'description': 'The task that was blocked'}, 'depends_on_task_id': {'type': 'string', 'description': 'The task that was blocking it'}}}
remove_team_member
Remove a member from a team. Find the team by name or ID, and the user by name or email.
Input schema
{'type': 'object', 'title': 'RemoveTeamMemberParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['user'], 'properties': {'user': {'type': 'string', 'description': 'User name or email to remove'}, 'team_id': {'type': ['string', 'null'], 'description': 'Team ID (optional if team_name is provided)'}, 'team_name': {'type': ['string', 'null'], 'description': 'Team name (optional if team_id is provided)'}}}
remove_user_from_org
Remove a user from the current organization without deleting their account. Admin/owner only.
Input schema
{'type': 'object', 'title': 'RemoveUserFromOrgParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['user'], 'properties': {'user': {'type': 'string', 'description': 'User name or email to remove from the organization'}}}
search_entities
Search entities in the knowledge graph by name. Finds people, companies, documents, concepts, tools, etc. that have been mentioned in your activities.
Input schema
{'type': 'object', 'title': 'SearchEntitiesParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['query'], 'properties': {'limit': {'type': ['integer', 'null'], 'format': 'int32', 'description': 'Maximum results (default 10)'}, 'query': {'type': 'string', 'description': 'Search query string (matches entity names)'}, 'entity_type': {'type': ['string', 'null'], 'description': 'Entity type filter: person, company, document, concept, tool, template, process'}}}
set_context_routing
Set the context routing mode for the organization. Requires admin role. Options: 'keyword_llm' (balanced), 'keyword_only' (fastest), 'llm_only' (most accurate).
Input schema
{'type': 'object', 'title': 'SetContextRoutingParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['mode'], 'properties': {'mode': {'type': 'string', 'description': "Routing mode: 'keyword_llm' (keyword + LLM fallback), 'keyword_only' (fastest), or 'llm_only' (most accurate)"}}}
setup_organization
Set up your organization in one step (admin only). Use this for onboarding.
Input schema
{'type': 'object', '$defs': {'SetupLink': {'type': 'object', 'required': ['label', 'url', 'type'], 'properties': {'url': {'type': 'string'}, 'type': {'type': 'string', 'description': 'Link type: website, repository, documentation, slack, jira, notion, figma, other'}, 'label': {'type': 'string'}, 'description': {'type': ['string', 'null']}}}, 'SetupTeam': {'type': 'object', 'required': ['name', 'description'], 'properties': {'name': {'type': 'string'}, 'description': {'type': 'string'}}}, 'SetupProject': {'type': 'object', 'required': ['name', 'description'], 'properties': {'name': {'type': 'string'}, 'description': {'type': 'string'}}}}, 'title': 'SetupOrganizationParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['description', 'business_model', 'objectives'], 'properties': {'links': {'type': ['array', 'null'], 'items': {'$ref': '#/$defs/SetupLink'}, 'description': 'Links: [{"label": "...", "url": "...", "type": "website|repository|documentation|slack|jira|notion|figma|other"}]'}, 'teams': {'type': ['array', 'null'], 'items': {'$ref': '#/$defs/SetupTeam'}, 'description': 'Teams to create: [{"name": "...", "description": "..."}]'}, 'projects': {'type': ['array', 'null'], 'items': {'$ref': '#/$defs/SetupProject'}, 'description': 'Projects to create: [{"name": "...", "description": "..."}]'}, 'objectives': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Organization objectives'}, 'description': {'type': 'string', 'description': 'Organization description'}, 'business_model': {'type': 'string', 'description': 'Business model description'}, 'custom_context': {'type': ['string', 'null'], 'description': 'Custom context for AI agents (optional)'}}}
start_session
Start a work session. If a project is provided (project_name or project_id), the session is bound to it; if neither is provided, an unbound (projectless) session is created — useful when the work isn't tied to a specific project. Reuses an existing active session for the same scope (per-project, or one global projectless session per user). Task type: coding, review, planning, debugging, research, meeting, other.
Input schema
{'type': 'object', 'title': 'StartSessionParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['task_type'], 'properties': {'source': {'type': ['string', 'null'], 'description': "Source client identifier (e.g. 'claude-code', 'claude-web', 'chatgpt', 'cursor'). Helps track which tool created the session."}, 'task_type': {'type': 'string', 'description': 'Type of task: coding, review, planning, debugging, research, meeting, other'}, 'project_id': {'type': ['string', 'null'], 'description': 'Project ID to start the session in (optional if project_name provided)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name (optional, alternative to project_id)'}}}
unassign_task
Remove a user from a task's assignees.
Input schema
{'type': 'object', 'title': 'UnassignTaskParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['task_id', 'user_id'], 'properties': {'task_id': {'type': 'string', 'description': 'Task ID'}, 'user_id': {'type': 'string', 'description': 'User ID to remove from assignees'}}}
unlink_team_project
Unlink a project from a team. Find both by name or ID.
Input schema
{'type': 'object', 'title': 'LinkTeamProjectParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'team_id': {'type': ['string', 'null'], 'description': 'Team ID (optional if team_name is provided)'}, 'team_name': {'type': ['string', 'null'], 'description': 'Team name (optional if team_id is provided)'}, 'project_id': {'type': ['string', 'null'], 'description': 'Project ID (optional if project_name is provided)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name (optional if project_id is provided)'}}}
update_org
Update your organization's details (owner only). Set name, description, business model, objectives, custom context for AI, or links.
Input schema
{'type': 'object', 'title': 'UpdateOrgParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'name': {'type': ['string', 'null'], 'description': 'Organization name (optional)'}, 'links': {'description': 'Links as JSON array: [{"label": "...", "url": "...", "type": "..."}] (optional)'}, 'objectives': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': 'Objectives as a list of strings (optional)'}, 'description': {'type': ['string', 'null'], 'description': 'Organization description (optional)'}, 'business_model': {'type': ['string', 'null'], 'description': 'Business model description (optional)'}, 'custom_context': {'type': ['string', 'null'], 'description': 'Custom context for AI agents (optional)'}}}
update_position
Update a position's title, description, or permissions (admin only). Find by title or ID.
Input schema
{'type': 'object', 'title': 'UpdatePositionParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'new_title': {'type': ['string', 'null'], 'description': 'New title (optional)'}, 'position_id': {'type': ['string', 'null'], 'description': 'Position ID (optional if position_title is provided)'}, 'position_title': {'type': ['string', 'null'], 'description': 'Position title to find (optional if position_id is provided)'}, 'new_description': {'type': ['string', 'null'], 'description': 'New description (optional)'}, 'new_permissions': {'description': 'New permissions JSON object mapping permission keys to booleans, e.g. {"can_view_all_projects": true}. Use list_positions to see all available keys.'}}}
update_project
Update a project's name, description, or links. Find by name or ID.
Input schema
{'type': 'object', 'title': 'UpdateProjectParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'links': {'description': 'Links as JSON array: [{"label": "...", "url": "...", "type": "..."}] (optional)'}, 'new_name': {'type': ['string', 'null'], 'description': 'New name (optional)'}, 'project_id': {'type': ['string', 'null'], 'description': 'Project ID (optional if project_name is provided)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name to find (optional if project_id is provided)'}, 'new_description': {'type': ['string', 'null'], 'description': 'New description (optional)'}}}
update_task
Update a task's status, title, description, priority, or team assignment. Use this to move tasks through the workflow (todo -> in_progress -> done) or reassign to a team.
Input schema
{'type': 'object', 'title': 'UpdateTaskParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['task_id'], 'properties': {'tags': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': 'New tags (replaces existing tags)'}, 'title': {'type': ['string', 'null'], 'description': 'New title'}, 'due_at': {'type': ['string', 'null'], 'description': "Due date in ISO 8601 format (e.g. '2026-03-15T00:00:00Z'), or null to clear"}, 'status': {'type': ['string', 'null'], 'description': 'New status: todo, in_progress, done, cancelled'}, 'task_id': {'type': 'string', 'description': 'Task ID to update'}, 'team_id': {'type': ['string', 'null'], 'description': 'Team ID to assign (optional)'}, 'priority': {'type': ['string', 'null'], 'description': 'New priority: low, medium, high, urgent'}, 'team_name': {'type': ['string', 'null'], 'description': 'Team name to assign (optional, alternative to team_id)'}, 'description': {'type': ['string', 'null'], 'description': 'New description'}}}
update_team
Update a team's name, description, or objectives. Find by name or ID.
Input schema
{'type': 'object', 'title': 'UpdateTeamParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'team_id': {'type': ['string', 'null'], 'description': 'Team ID (optional if team_name is provided)'}, 'new_name': {'type': ['string', 'null'], 'description': 'New name (optional)'}, 'team_name': {'type': ['string', 'null'], 'description': 'Team name to find (optional if team_id is provided)'}, 'new_objectives': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': 'New objectives (optional)'}, 'new_description': {'type': ['string', 'null'], 'description': 'New description (optional)'}}}
update_user
Update an existing user's name, role, positions, or skills (admin/owner only).
Input schema
{'type': 'object', 'title': 'UpdateUserParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['user'], 'properties': {'user': {'type': 'string', 'description': 'User name or email to find'}, 'skills': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': 'Skills list (optional — replaces existing)'}, 'new_name': {'type': ['string', 'null'], 'description': 'New name (optional)'}, 'new_role': {'type': ['string', 'null'], 'description': 'New role: member or admin (optional)'}, 'positions': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': 'Position titles to assign (optional — replaces existing)'}}}
upload_document
Upload a document to the organization's knowledge base. Documents can be templates, policies, contracts, procedures, guides, or references. They are indexed in the knowledge graph and automatically surfaced as context when relevant to a task. Supports both text and binary files: for binary files (PDFs, images, etc.), set is_base64=true and provide the content as a base64-encoded string, along with the appropriate mime_type (e.g. 'application/pdf', 'image/png'). Optionally set file_name for the original filename. Embeddings are generated automatically for search.
Input schema
{'type': 'object', 'title': 'UploadDocumentParams', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['title', 'category', 'content'], 'properties': {'tags': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': "Tags for categorization and search (e.g. ['tax', 'contract', 'template'])"}, 'title': {'type': 'string', 'description': 'Document title'}, 'content': {'type': 'string', 'description': 'Full document content (text/markdown)'}, 'category': {'type': 'string', 'description': 'Category: template, policy, procedure, reference, contract, guide, checklist, other'}, 'team_ids': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': 'Team IDs to associate with (optional, alternative to team_names)'}, 'file_name': {'type': ['string', 'null'], 'description': "Original file name (e.g. 'contract.pdf'). Optional."}, 'is_base64': {'type': ['boolean', 'null'], 'description': 'Set to true if content is base64-encoded (for binary files like PDFs, images)'}, 'mime_type': {'type': ['string', 'null'], 'description': 'MIME type of the content (default: text/plain). Use application/pdf, image/png, etc. for binary files.'}, 'project_id': {'type': ['string', 'null'], 'description': 'Project ID to associate with (optional, alternative to project_name)'}, 'team_names': {'type': ['array', 'null'], 'items': {'type': 'string'}, 'description': 'Team names to associate the document with (optional, for team-level access control)'}, 'project_name': {'type': ['string', 'null'], 'description': 'Project name to associate with (optional)'}}}
whoami
Get your profile, organization, projects, recent sessions, and top entities. This is the best starting point — call this first to understand what's available. No parameters needed.
Input schema
{'type': 'object', 'title': 'EmptyParams', '$schema': 'https://json-schema.org/draft/2020-12/schema'}
History
Recent tool changes
Added
whoami
Sept. 17, 2026, 12:41 p.m.
Added
upload_document
Sept. 17, 2026, 12:41 p.m.
Added
update_user
Sept. 17, 2026, 12:41 p.m.
Added
update_team
Sept. 17, 2026, 12:41 p.m.
Added
update_task
Sept. 17, 2026, 12:41 p.m.
Added
update_project
Sept. 17, 2026, 12:41 p.m.
Added
update_position
Sept. 17, 2026, 12:41 p.m.
Added
update_org
Sept. 17, 2026, 12:41 p.m.
Added
unlink_team_project
Sept. 17, 2026, 12:41 p.m.
Added
unassign_task
Sept. 17, 2026, 12:41 p.m.
Added
start_session
Sept. 17, 2026, 12:41 p.m.
Added
setup_organization
Sept. 17, 2026, 12:41 p.m.
Added
set_context_routing
Sept. 17, 2026, 12:41 p.m.
Added
search_entities
Sept. 17, 2026, 12:41 p.m.
Added
remove_user_from_org
Sept. 17, 2026, 12:41 p.m.
Added
remove_team_member
Sept. 17, 2026, 12:41 p.m.
Added
remove_task_dependency
Sept. 17, 2026, 12:41 p.m.
Added
move_task_to_sprint
Sept. 17, 2026, 12:41 p.m.
Added
mark_notification_read
Sept. 17, 2026, 12:41 p.m.
Added
log_traces_batch
Sept. 17, 2026, 12:41 p.m.
Added
log_trace
Sept. 17, 2026, 12:41 p.m.
Added
log_activity
Sept. 17, 2026, 12:41 p.m.
Added
list_teams
Sept. 17, 2026, 12:41 p.m.
Added
list_tasks
Sept. 17, 2026, 12:41 p.m.
Added
list_sprints
Sept. 17, 2026, 12:41 p.m.
Added
list_sessions
Sept. 17, 2026, 12:41 p.m.
Added
list_projects
Sept. 17, 2026, 12:41 p.m.
Added
list_project_teams
Sept. 17, 2026, 12:41 p.m.
Added
list_project_members
Sept. 17, 2026, 12:41 p.m.
Added
list_positions
Sept. 17, 2026, 12:41 p.m.
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