explore_graph_neighbors
ChatGPTExplore n-hop neighbors from an entity or community in the knowledge graph. Useful for dependency or impact analysis.
Productivity
Overview
Bring your organization's processes and operational knowledge into your AI assistant. The Klarity MCP connects to your Klarity workspace so you can query your organization's processes, explore the process index knowledge graph linking processes to systems and teams, and ground answers in how your business actually runs — not generic guesses.
Tools
fetch
ChatGPTFetch full details for one process: its placement in the process index, current version (steps, policies, inputs/outputs), dependencies, and history. Use IDs returned by
search or hierarchy navigation. Fetch dependency IDs to follow process relationships.generate_process_diagram
ChatGPTGenerate a visual process diagram showing how a business process works, including steps, decisions, roles, handoffs, and system interactions. Use when the user asks to explain, walk through, map, or visualize a process. Choose BPMNDiagram when roles/teams and ownership matter; choose ProcessFlowDiagram when step sequence is the focus.
get_agent_builder_instructions
ChatGPTUse when the user wants to build a skill, agent, or automation with Klarity, or wants to explore, assess, or audit their organization's processes to find what is worth automating or improving. Also fires on vague asks like 'what can AI do for my team' when a Klarity workspace is connected - the instructions route the conversation from there.
get_agent_builder_resource
ChatGPTFetch a Klarity Agent Builder resource (reference, primitive, or template) by type and subtype. Returns the raw content payload and its version.
get_artifact_content
ChatGPTRetrieve the full text representation of a document up to ~15k tokens.
get_artifact_detail
ChatGPTGet the latest artifact matching an exact display name or resource key.
get_artifact_details
ChatGPTRetrieve the details of a document limited to ~15k tokens.
get_artifact_lines
ChatGPTReturn the artifact text with line numbers, limited to ~5k tokens.
get_artifact_screenshots
ChatGPTCapture PNG screenshots from a video artifact at the requested timestamps.
get_attribute_configurations
ChatGPTList available attribute configurations for the workspace, including global defaults.
get_community_details
ChatGPTThis tool will get details about a specific community in the knowledge graph.
get_downstream_dependencies
ChatGPTRecursively explore downstream dependencies from an entity or community.
get_entity_details
ChatGPTThis tool will get details about a specific entity in the knowledge graph.
get_hierarchy_node_details
ChatGPTInspect a process index item including parent, children, and linked process.
get_objective
ChatGPTGet full objective details by resource key.
get_objective_action
ChatGPTGet a specific action for an objective.
get_objective_agent_state
ChatGPTGet the persisted checkpoint/state row for an objective agent.
get_objective_analysis_input
ChatGPTGet the stitched top-of-run context bundle plus recent workspace evidence for objective analysis.
get_objective_context_bundle
ChatGPTGet the stitched objective context bundle with objective, findings, actions, activity, notes, and agent state.
get_objective_finding
ChatGPTGet a specific finding for an objective.
get_objective_note
ChatGPTGet a single objective note by resource key.
get_observation_activity_timeline
ChatGPTFetch the activity timeline for the session linked to a process observation.
get_observation_citation
ChatGPTFetch the source evidence and session activity for a process observation. Returns the activity_timeline from the linked recording session, projected to a verbosity tier and optionally narrowed to a single block.
get_process_detail
ChatGPTGet a process by resource key or exact name.
get_process_details
ChatGPTFetch current process details including hierarchy placement, current version, dependencies, and optional history.
get_process_hierarchy
ChatGPTReturn the process hierarchy tree. Each node includes name, type, and children. Use max_depth to limit tree depth. Omit root to start from top-level.
get_process_hierarchy_node_details
ChatGPTInspect a hierarchy node including parent, children, and linked process metadata.
get_process_hierarchy_tree
ChatGPTReturn the process hierarchy tree with each node's name, type, and linked process summary.
get_process_observations
ChatGPTList observations for a process across all versions, with optional filtering to a specific linked process version.
get_recent_process_changes
ChatGPTList recent process version changes across the workspace.
get_recent_process_observations
ChatGPTList recent process observations across the workspace.
get_relationship_details
ChatGPTFetches relationship types and metadata between two entities.
get_schema
ChatGPTUse this tool to get the database schema.
get_text_chunk_details
ChatGPTReturns the full content and metadata for a specific text chunk.
get_upstream_sources
ChatGPTRecursively trace upstream inputs or dependencies to an entity or community.
list_accessible_workspaces
ChatGPTList the workspaces the authenticated user can access and indicate which one is currently selected as the MCP workspace.
list_objective_actions
ChatGPTList actions for an objective.
list_objective_activity
ChatGPTList append-only activity entries for an objective.
list_objective_findings
ChatGPTList findings for an objective.
list_objective_items_with_active_steering
ChatGPTList findings and actions whose steering feedback is currently active.
list_objective_notes
ChatGPTList agent notebook, user-context, and run-summary notes for an objective.
list_process_observations
ChatGPTList recent observations for a process.
list_sessions
ChatGPTList recent workspace sessions with the processes they updated, duration, and the user who created each session.
research_web
ChatGPTUse this tool to research the web for information on a specific topic or question.
sample_video_frames
ChatGPTExtract screenshots from a VIDEO artifact at up to 5 timestamps and return them as image files.
search
ChatGPTSearch your organization's process index by semantic similarity. Run multiple searches with refined queries until confident — single queries rarely cover broad topics, and processes use organization-specific naming. Use
fetch for the full process; use get_process_hierarchy_tree to browse the index structure when search results feel sparse.search_artifact_text
ChatGPTSearch within the full text of a single artifact and return line-numbered matches.
search_artifacts
ChatGPTSearch the artifact library using hybrid semantic + lexical retrieval across text chunks. Returned matches are short snippets from source artifacts and are truncated to ~1000 tokens. Use
search_artifact_text or get_artifact_lines to explore a specific artifact in more detail.search_knowledge_graph
ChatGPTUse this only as an initial step to locate relevant entities, communities, claims, or text chunks related to the query. This tool is meant to generate starting points for deeper investigation. You must follow up with one or more tools like
get_entity_details, explore_graph_neighbors, get_artifact_details, or others before formulating a response.search_processes
ChatGPTSearch process hierarchy nodes and processes by semantic similarity. Returns mixed hierarchy-node and process summaries.
search_workspace_activity_or_sessions
ChatGPTList recent workspace sessions that can provide supporting evidence.
search_workspace_artifacts
ChatGPTSearch artifacts in the workspace by display name.
search_workspace_processes
ChatGPTSearch current workspace processes by name/objective/team.
summarize_community_subgraph
ChatGPTSummarize a community and its subgraph up to N hops.
switch_mcp_workspace
ChatGPTSwitch the authenticated user's MCP workspace to another workspace they can access.
explore_graph_neighbors
Claudefetch
Claudegenerate_process_diagram
Claudeget_agent_builder_instructions
Claudeget_agent_builder_resource
Claudeget_artifact_content
Claudeget_artifact_detail
Claudeget_artifact_details
Claudeget_artifact_lines
Claudeget_artifact_screenshots
Claudeget_attribute_configurations
Claudeget_community_details
Claudeget_downstream_dependencies
Claudeget_entity_details
Claudeget_hierarchy_node_details
Claudeget_objective
Claudeget_objective_action
Claudeget_objective_agent_state
Claudeget_objective_analysis_input
Claudeget_objective_context_bundle
Claudeget_objective_finding
Claudeget_objective_note
Claudeget_observation_activity_timeline
Claudeget_observation_citation
Claudeget_process_detail
Claudeget_process_details
Claudeget_process_hierarchy
Claudeget_process_hierarchy_node_details
Claudeget_process_hierarchy_tree
Claudeget_process_observations
Claudeget_recent_process_changes
Claudeget_recent_process_observations
Claudeget_relationship_details
Claudeget_schema
Claudeget_text_chunk_details
Claudeget_upstream_sources
Claudelist_accessible_workspaces
Claudelist_objective_actions
Claudelist_objective_activity
Claudelist_objective_findings
Claudelist_objective_items_with_active_steering
Claudelist_objective_notes
Claudelist_process_observations
Claudelist_sessions
Clauderesearch_web
Claudesample_video_frames
Claudesearch
Claudesearch_artifact_text
Claudesearch_artifacts
Claudesearch_knowledge_graph
Claudesearch_processes
Claudesearch_workspace_activity_or_sessions
Claudesearch_workspace_artifacts
Claudesearch_workspace_processes
Claudesummarize_community_subgraph
Claudeswitch_mcp_workspace
ClaudeApp Stats
112
Tools
0
Prompts
May 12, 2026
First seen
ChatGPT, Claude
Platforms
Category
Company OperationsWorks with
ChatGPT
Claude
Data refreshed daily