Summary
This one gives Claude, Cursor, and ChatGPT shared access to organizational memory and decision workflows. You get tools to approve or reject decisions with notes, spawn agent tasks, track initiative health, and search semantically across all captured artifacts. It auto-tags work by domain (Product, Engineering, Marketing, Sales) so context from a spec you wrote in Claude shows up when someone drafts the launch email in ChatGPT. The API includes get_pending_decisions, spawn_agent_task, orgx_search, and planning session tools. Connects via streamable HTTP or SSE. Reach for it when you want async work across tools to build on itself instead of starting from zero every time.
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Tools
Public tool metadata for what this MCP can expose to an agent.
28 tools
approve_decisionApprove a pending agent decision after explicit user confirmation. Also known as: sign off, approve AI work, unblock agent, accept decision. USE WHEN: user says to approve a decision returned from list_entities with type=decision and status=pending (or the legacy get_pending_d...4 params
Approve a pending agent decision after explicit user confirmation. Also known as: sign off, approve AI work, unblock agent, accept decision. USE WHEN: user says to approve a decision returned from list_entities with type=decision and status=pending (or the legacy get_pending_d...
Parameters* required
notestringOptional note recorded with the approval
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
option_idstringOptional decision option id when the decision includes selectable options.
decision_idstringDecision ID to approve
reject_decisionReject a pending agent decision with guidance after explicit user confirmation. Also known as: request revisions, send feedback, decline decision. USE WHEN: user wants to reject or request revisions on a decision. NEXT: Agent will revise their approach based on the reason. DO...4 params
Reject a pending agent decision with guidance after explicit user confirmation. Also known as: request revisions, send feedback, decline decision. USE WHEN: user wants to reject or request revisions on a decision. NEXT: Agent will revise their approach based on the reason. DO...
Parameters* required
reasonstringReason for rejecting the decision
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
option_idstringOptional decision option id when the decision includes selectable options.
decision_idstringDecision ID to reject
get_agent_statusShow current AI agent activity, blocked work, and execution state. Also known as: agent status, what agents are doing, active runs. USE WHEN: user asks about agent activity, progress, or what agents are working on. NEXT: If agents are stuck, suggest approve_decision or entity_...3 params
Show current AI agent activity, blocked work, and execution state. Also known as: agent status, what agents are doing, active runs. USE WHEN: user asks about agent activity, progress, or what agents are working on. NEXT: If agents are stuck, suggest approve_decision or entity_...
Parameters* required
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
agent_idstringOptional agent ID to inspect
include_idlebooleanInclude idle agents in the response
query_org_memorySearch team memory, organizational decisions, prior artifacts, and project context across agents. Also known as: search memory, recall decisions, find context, retrieve artifacts, project memory. USE WHEN: user asks about past decisions, context, or knowledge. NEXT: Present re...4 params
Search team memory, organizational decisions, prior artifacts, and project context across agents. Also known as: search memory, recall decisions, find context, retrieve artifacts, project memory. USE WHEN: user asks about past decisions, context, or knowledge. NEXT: Present re...
Parameters* required
limitnumberMaximum number of results to return
querystringSearch query for OrgX memory
scopestringOptional scope filter for the memory searchone of
all · artifacts · decisions · initiatives_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
get_initiative_pulseGet project health, blockers, milestones, owners, and recent activity for an initiative. Also known as: project status, roadmap progress, execution health, blockers. USE WHEN: user asks how an initiative is going, or wants a status update. NEXT: If blockers exist, suggest enti...3 params
Get project health, blockers, milestones, owners, and recent activity for an initiative. Also known as: project status, roadmap progress, execution health, blockers. USE WHEN: user asks how an initiative is going, or wants a status update. NEXT: If blockers exist, suggest enti...
Parameters* required
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
initiative_idstringOptional: Initiative UUID to check.
initiative_namestringOptional: Initiative title to resolve automatically if ID is unknown.
spawn_agent_taskDelegate work to a specialist AI agent and track the assigned task. Also known as: hand this off, assign task, spawn agent, have an agent do it, autonomous work. Automatically checks authorization, rate limits, quality gates, model routing, and budget policy before spawning. O...17 params
Delegate work to a specialist AI agent and track the assigned task. Also known as: hand this off, assign task, spawn agent, have an agent do it, autonomous work. Automatically checks authorization, rate limits, quality gates, model routing, and budget policy before spawning. O...
Parameters* required
taskstringTask instructions for the target agent
agentstringTarget agent identifier or alias
modelstringOptional exact model identifier when the user explicitly chooses one. Omit to let OrgX resolve the model from task, tier, provider, policy, and budget.
contextstringOptional supporting context or background for the task
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
deadlinestringOptional: When this is needed by (ISO date or plain text).
providerstringOptional provider preference. Use auto unless the user requests a specific provider or the budget/capability comparison has selected one.one of
auto · openai · anthropic · openrouter · groq · localmodel_tierstringOptional model tier override. Omit to let OrgX auto-route according to task complexity. Use standard for controlled verification runs; use balanced or precision when explicitly selected by the user, policy, or routing decision. Legacy tiers local/sonnet/opus are accepted for older clients.one of
standard · balanced · precision · local · sonnet · opusbudget_modestringOptional budget posture override. Omit to let OrgX apply workspace policy. Use cheapest_valid for controlled reliability/validation runs where cost must be pinned while the loop is being proven.one of
cheapest_valid · balanced · highest_qualitysdk_backendstringPreferred execution backend. Use openai for cloud-safe execution, claude for Claude SDK routing, or auto to let OrgX decide.one of
auto · openai · claudemax_cost_usdnumberOptional per-task hard cost ceiling in USD. If the estimate exceeds this, OrgX should block, downgrade, or ask for approval before dispatch.
initiative_idstringOptional initiative UUID to associate with the spawned task
initiative_namestringOptional: Initiative title to resolve automatically if ID is unknown.
execution_targetstringWhere to execute: cloud (default), local (on your machine), local_preferred (try local first), or auto.one of
auto · cloud · local · local_preferredstyle_guidelinesstringOptional: Voice/format/style constraints for the agent.
expected_artifactsarrayOptional: Final outputs you expect (e.g., "PRD", "10 ad images").
wait_for_completionbooleanOptional: If true and safe, wait briefly for the first result before replying.
handoff_taskReassign work to another specialist AI agent and optionally spawn a new run. Also known as: handoff task, transfer work, change assignee. USE WHEN: a task needs to be reassigned to a different specialist agent. NEXT: Use get_agent_status to confirm the new agent picked up the...5 params
Reassign work to another specialist AI agent and optionally spawn a new run. Also known as: handoff task, transfer work, change assignee. USE WHEN: a task needs to be reassigned to a different specialist agent. NEXT: Use get_agent_status to confirm the new agent picked up the...
Parameters* required
notestringHandoff note: what to do, constraints, context, definition of done
agentstringTarget agent (e.g., "engineering-agent", "marketing-agent")
spawnbooleanIf true (default), spawn a new agent run for the target agent
task_idstringTask UUID to hand off
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
recommend_next_actionRecommend what should happen next based on progress gaps, blockers, and execution templates. Also known as: next best action, prioritize work, unblock project. USE WHEN: user asks what to do next, or needs help prioritizing. NEXT: Execute the recommended action (entity_action,...7 params
Recommend what should happen next based on progress gaps, blockers, and execution templates. Also known as: next best action, prioritize work, unblock project. USE WHEN: user asks what to do next, or needs help prioritizing. NEXT: Execute the recommended action (entity_action,...
Parameters* required
limitnumberMax recommendations to return (default 5, max 5)
cascadebooleanIf true, refresh recommendations across the entity chain first
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
entity_idstringEntity ID. For workspace, use "default" or a workspace ID.
entity_typestringEntity type to recommend for (default: workspace)one of
workspace · initiative · workstream · milestoneworkspace_idstringOptional workspace ID to scope recommendations (canonical).
command_center_idstringDeprecated alias for workspace_id.
orgx_emit_activityEmit append-only run telemetry for OrgX control-plane reporting. USE WHEN: agent is executing and needs to report progress. NEXT: Continue work; emit again at each phase change. DO NOT USE: for entity status changes — use entity_action instead. Setting phase="completed" record...13 params
Emit append-only run telemetry for OrgX control-plane reporting. USE WHEN: agent is executing and needs to report progress. NEXT: Continue work; emit again at each phase change. DO NOT USE: for entity status changes — use entity_action instead. Setting phase="completed" record...
Parameters* required
levelstringOptional severity level for the activity eventone of
info · warn · errorphasestringOptional reporting phase for the activity eventone of
intent · execution · blocked · review · handoff · completedrun_idstringExisting run UUID
messagestringHuman-readable activity update
runtimeobjectRuntime provenance used by /live to bucket cloud, local, Anthropic, managed, and OpenClaw chokepoints
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
metadataobjectOptional structured metadata to attach to the activity event
next_stepstringOptional next step to surface after this activity event
chokepointobjectDurable blocker/stall/error/approval to surface in /live when execution cannot proceed
progress_pctnumberOptional progress percentage associated with this activity
initiative_idstringInitiative UUID
source_clientstringRequired when run_id is not providedone of
openclaw · codex · claude-code · chatgpt · cursor · web-uicorrelation_idstringRequired when run_id is not provided
consolidate_prGenerate and persist an orchestration.consolidation_pass receipt for a GitHub pull request. Requires OrgX server-side GitHub credentials; if the GitHub token is unavailable, use GitHub tools for PR facts and return a structured blocker instead of retrying. USE WHEN: Eli or ano...9 params
Generate and persist an orchestration.consolidation_pass receipt for a GitHub pull request. Requires OrgX server-side GitHub credentials; if the GitHub token is unavailable, use GitHub tools for PR facts and return a structured blocker instead of retrying. USE WHEN: Eli or ano...
Parameters* required
pr_urlstringGitHub pull request URL, e.g. https://github.com/org/repo/pull/123. OrgX must have server-side GitHub credentials to inspect it.
task_idstringTask to attach the consolidation_pass artifact to
verdictstringOptional verdict override; defaults from PR stateone of
ship · simplify_first · escalate_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
commit_shastringOverride commit SHA for idempotency; defaults to merge commit or PR head SHA
decision_idstringDecision to attach the consolidation_pass artifact to
workspace_idstringOrgX workspace UUID
initiative_idstringInitiative to attach the consolidation_pass artifact to
reviewer_notestringOptional reviewer note to include in critic evidence
orgx_bootstrapEstablish OrgX session context, discover granted scopes, and get the v2 tool routing map. Also known as: bootstrap, setup, tool routing. USE WHEN: first call in a fresh session, after reconnecting, or before performing a multi-step workflow. NEXT: use orgx_search, orgx_inspect...5 params
Establish OrgX session context, discover granted scopes, and get the v2 tool routing map. Also known as: bootstrap, setup, tool routing. USE WHEN: first call in a fresh session, after reconnecting, or before performing a multi-step workflow. NEXT: use orgx_search, orgx_inspect...
Parameters* required
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
timezonestringOptional user timezone for date-sensitive readouts
client_namestringOptional MCP client name, such as codex, chatgpt, cursor, or claude
workspace_idstringCanonical workspace UUID to bind as the active session workspace
conversation_idstringOptional client conversation/session identifier for continuity
orgx_inspectHydrate one OrgX entity with execution context. USE WHEN: the user names a specific task, milestone, initiative, decision, artifact, or plan session and needs details before acting. NEXT: use orgx_act, orgx_attach, or orgx_write if the user asks to change what you inspected. D...6 params
Hydrate one OrgX entity with execution context. USE WHEN: the user names a specific task, milestone, initiative, decision, artifact, or plan session and needs details before acting. NEXT: use orgx_act, orgx_attach, or orgx_write if the user asks to change what you inspected. D...
Parameters* required
idstringEntity UUID or accepted short ID prefix
typestringEntity type to inspectone of
initiative · workstream · milestone · task · decision · artifact_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
max_charsintegerApproximate maximum hydrated context characters
session_idstringOptional bootstrap/session identifier
hydrate_contextbooleanInclude linked context where available; default true
orgx_searchFind OrgX entities, decisions, artifacts, and memory. USE WHEN: browsing work, searching memory, finding IDs, or listing related records. NEXT: use orgx_inspect for one selected result or orgx_recommend when the user asks what to do next. DO NOT USE WHEN: you already know the...9 params
Find OrgX entities, decisions, artifacts, and memory. USE WHEN: browsing work, searching memory, finding IDs, or listing related records. NEXT: use orgx_inspect for one selected result or orgx_recommend when the user asks what to do next. DO NOT USE WHEN: you already know the...
Parameters* required
typestringOptional entity type filter, such as task, milestone, decision, artifact, or initiative
limitintegerMaximum records to return
querystringSearch query for memory or title/text matching
fieldsarrayOptional compact field list
statusstringOptional status filter
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
session_idstringOptional bootstrap/session identifier
workspace_idstringOptional workspace UUID scope
initiative_idstringOptional initiative UUID scope
orgx_recommendRecommend next work, summarize morning-brief signals, or read prioritization context. USE WHEN: user asks what to do next, wants a brief, or needs priority guidance. NEXT: present the recommendation, then use orgx_act, orgx_write, or orgx_spawn only after the user confirms an...7 params
Recommend next work, summarize morning-brief signals, or read prioritization context. USE WHEN: user asks what to do next, wants a brief, or needs priority guidance. NEXT: present the recommendation, then use orgx_act, orgx_write, or orgx_spawn only after the user confirms an...
Parameters* required
modestringRecommendation mode; default next_actionone of
next_action · morning_brieflimitintegerMaximum recommendations
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
entity_idstringScoped entity ID
session_idstringOptional bootstrap/session identifier
entity_typestringRecommendation scope typeone of
workspace · initiative · workstream · milestone · taskworkspace_idstringWorkspace UUID
orgx_writeCreate or update one OrgX record (snake_case fields). Operations: create (default) uses per-type fields; update REQUIRES id + fields. Create requirements: initiative title/name + workspace_id + goal_ids when the workspace enforces primary objectives; workstream title + initiat...34 params
Create or update one OrgX record (snake_case fields). Operations: create (default) uses per-type fields; update REQUIRES id + fields. Create requirements: initiative title/name + workspace_id + goal_ids when the workspace enforces primary objectives; workstream title + initiat...
Parameters* required
idstringREQUIRED when operation="update". Target entity UUID to patch.
namestringAlternative to "title" on create. REQUIRED on create when "title" is not provided.
typestringEntity type to write: task, milestone, decision, artifact, skill, blocker, studio_brand, studio_content, initiative, workstream, or objective. See top-level description for per-type required fields.
titlestringREQUIRED on create (provide either "title" or "name" — they are aliases). Display title of the new entity.
fieldsobjectREQUIRED when operation="update". Map of entity fields to patch (only include fields you want to change).
run_idstringREQUIRED when type="blocker". Agent run UUID the blocker applies to.
statusstringInitial workflow status; common agent aliases such as "active" are normalized per entity type ("active" → "in_progress").
step_idstringOptional agent run step UUID for blocker creation.
summarystringShort description shown in lists and previews. Recommended on create.
task_idstringShortcut for attaching an artifact directly to a task. Use instead of entity_type+entity_id when type="artifact" and the target is a task.
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
due_datestringDue date as YYYY-MM-DD for supported entity types. Do not send due_date when type="initiative"; put initiative target dates in metadata.
goal_idsarrayObjective UUIDs for initiative/workstream/milestone/task creation. REQUIRED when the workspace enforces a primary objective. Resolve via orgx_inspect type=objective.
metadataobjectFree-form object for type-specific metadata. Schema varies per entity type (e.g. for skills: { capabilities, guardrails, channels }; for studio_brand: { tokens, voice, exemplars }).
prioritystringRecord urgency. Only low|medium|high|urgent are accepted here; do not send portfolio/live labels such as active, critical, maintenance, or hold. "urgent" is normalized to "high" server-side.one of
low · medium · high · urgententity_idstringREQUIRED when type="artifact" (unless task_id is provided). UUID of the entity to attach the artifact to.
operationstringWrite operation. Defaults to "create". Set "update" (with id + fields) to patch an existing entity.one of
create · updateresolutionstringBlocker resolution text when known. Used to mark a blocker as resolved.
session_idstringOptional bootstrap/session identifier returned by orgx_bootstrap.
descriptionstringLonger-form description used in detail views.
entity_typestringREQUIRED when type="artifact". Entity type to attach the artifact to (initiative, workstream, milestone, task, or decision).
live_publicbooleanShortcut to publish an initiative live link (sets live_visibility="public"). Only applies when type="initiative".
artifact_urlstringInternal artifact URL (e.g. /api/artifacts/...). Either artifact_url or external_url is required when type="artifact"; preview_markdown alone is not accepted.
blocker_typestringBlocker category/type when type="blocker" (e.g. "missing_input", "permission", "external_dependency").
external_urlstringExternal artifact URL (https://). Either artifact_url or external_url is required when type="artifact"; preview_markdown alone is not accepted.
milestone_idstringParent milestone UUID for tasks. Some workspaces require an explicit backlog milestone under the workstream; create/resolve that milestone first instead of relying on auto-resolution.
workspace_idstringWorkspace UUID. REQUIRED when the MCP session does not already carry workspace context (resolve via list_entities type=command_center or orgx_inspect type=workspace).
artifact_typestringREQUIRED when type="artifact". Artifact type code. Preferred founder/team examples: orchestration.next_initiative, eng.pull_request, eng.deploy_proof, eng.structured_blocker, sales.strategy, sales.icp_offer_sequence, sales.send_plan, sales.conversion_gates, marketing.launch_asset, marketing.channel_hypothesis, marketing.positioning_brief, marketing.proof_distribution_plan, marketing.interview_pr_plan, product.customer_discovery, product.prd, product.pricing_hypothesis, product.decision_record, design.audit, design.component_spec, design.token_package, ops.operator_brief, ops.runbook, ops.budget_envelope, ops.incident_status, proof.link. Custom codes remain accepted.
initiative_idstringParent initiative UUID. REQUIRED when type="workstream". Optional context for tasks/milestones/artifacts to associate them with an initiative.
workstream_idstringParent workstream UUID. REQUIRED when type="milestone" or type="task".
idempotency_keystringStrongly recommended client-generated idempotency key for safe retries. Same key returns the same result without creating a duplicate.
live_visibilitystringInitiative live-link visibility. Only applies when type="initiative".one of
private · publicpreview_markdownstringOptional inline markdown preview shown with the linked artifact. Supporting context only; it does not replace artifact_url/external_url.
live_reveal_titlebooleanWhen true, public live-link visitors see the initiative title. Only applies when type="initiative" with live_visibility="public".
orgx_attachAttach a durable artifact or proof URL to an existing OrgX entity. Requires artifact_url or external_url; preview_markdown is supporting context only. USE WHEN: saving evidence, PRs, documents, reports, screenshots, or external artifacts. For founder/team work, prefer practica...19 params
Attach a durable artifact or proof URL to an existing OrgX entity. Requires artifact_url or external_url; preview_markdown is supporting context only. USE WHEN: saving evidence, PRs, documents, reports, screenshots, or external artifacts. For founder/team work, prefer practica...
Parameters* required
idstringTarget entity UUID or short ID prefix
namestringArtifact title
typestringTarget entity typeone of
initiative · milestone · workstream · task · objective · playbookownerstringHuman or agent owner for the next review/action. Stored under metadata.artifact_contract.
statusstringArtifact workflow statusone of
draft · in_review · approved · changes_requested · superseded · archived_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
metadataobjectArtifact metadata
agent_typestringAgent/domain that produced the artifact, such as engineering, sales, product, design, operations, marketing, or orchestrator. Stored under metadata.artifact_contract.
session_idstringOptional bootstrap/session identifier
descriptionstringArtifact description
review_datestringDate or cadence for the next review point. Stored under metadata.artifact_contract.
artifact_urlstringInternal artifact URL. REQUIRED unless external_url is provided; preview_markdown alone is rejected.
external_urlstringExternal artifact URL. REQUIRED unless artifact_url is provided; preview_markdown alone is rejected.
verificationarrayVerification evidence or checks required before the artifact can count as done. Stored under metadata.artifact_contract.
artifact_typestringArtifact type code. Preferred founder/team examples: orchestration.next_initiative, eng.pull_request, eng.deploy_proof, eng.structured_blocker, sales.strategy, sales.icp_offer_sequence, sales.send_plan, sales.conversion_gates, marketing.launch_asset, marketing.channel_hypothesis, marketing.positioning_brief, marketing.proof_distribution_plan, marketing.interview_pr_plan, product.customer_discovery, product.prd, product.pricing_hypothesis, product.decision_record, design.audit, design.component_spec, design.token_package, ops.operator_brief, ops.runbook, ops.budget_envelope, ops.incident_status, proof.link. Custom codes remain accepted.
company_stagestringFounder/team context this artifact is calibrated for. Stored under metadata.artifact_contract.one of
early_founder · founder_led_company · operating_teamidempotency_keystringStrongly recommended client-generated idempotency key for safe retries
business_outcomestringBusiness outcome this artifact is meant to advance, such as ship a PR, start founder-led sales, unblock launch, reduce incident risk, or choose the next initiative. Stored under metadata.artifact_contract.
preview_markdownstringOptional markdown preview shown with the linked artifact. Does not replace artifact_url/external_url.
orgx_actRun a lifecycle, validation, completion, or proof action on one OrgX entity. Per-action required inputs: • update → "fields" patch object. • complete_with_proof, ship_batch → "artifact" (artifact_type + artifact_url/external_url; preview_markdown optional). • validate (studio)...14 params
Run a lifecycle, validation, completion, or proof action on one OrgX entity. Per-action required inputs: • update → "fields" patch object. • complete_with_proof, ship_batch → "artifact" (artifact_type + artifact_url/external_url; preview_markdown optional). • validate (studio)...
Parameters* required
idstringTarget entity UUID or short ID prefix (8+ hex chars).
notestringStrongly recommended for destructive or blocking actions (block, flag_risk, decline, supersede, cancel, delete). Free-text rationale shown in audit history and downstream agent context.
specobjectREQUIRED when action=validate. Spec payload for studio validation (shape varies per studio entity subtype).
typestringTarget entity type (initiative, milestone, workstream, task, objective, playbook, decision, or studio).one of
initiative · milestone · workstream · task · objective · playbookforcebooleanForce action where server supports override semantics (skips pre-flight checks).
actionstringLifecycle action to execute on the target entity. Must be valid for the given type — see tool description for the (type → action) matrix.one of
launch · pause · resume · complete · complete_with_proof · archivefieldsobjectREQUIRED when action=update. Map of entity fields to patch (e.g. { name?: string, description?: string, owner_id?: string, status?: string, due_date?: string }). Only include fields you want to change.
dry_runbooleanPreview update/delete or supported lifecycle actions without mutating. For action=update this returns would_update and must not delegate to orgx_write.
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
artifactobjectREQUIRED when action=complete_with_proof or action=ship_batch. Proof artifact payload. Expected shape: { artifact_type: string, artifact_url?: string, external_url?: string, preview_markdown?: string, name?: string, description?: string }. Either artifact_url or external_url is required; preview_markdown alone is rejected. Preferred founder/team artifact examples: orchestration.next_initiative, eng.pull_request, eng.deploy_proof, eng.structured_blocker, sales.strategy, sales.icp_offer_sequence, sales.send_plan, sales.conversion_gates, marketing.launch_asset, marketing.channel_hypothesis, marketing.positioning_brief, marketing.proof_distribution_plan, marketing.interview_pr_plan, product.customer_discovery, product.prd, product.pricing_hypothesis, product.decision_record, design.audit, design.component_spec, design.token_package, ops.operator_brief, ops.runbook, ops.budget_envelope, ops.incident_status, proof.link.
session_idstringOptional bootstrap/session identifier returned by orgx_bootstrap.
verificationarrayOptional list of verification evidence URLs/IDs for completion flows.
quality_scorenumberQuality score (0-5) attached to the action when used in proof/completion flows.
idempotency_keystringOptional client-supplied idempotency key for safe retries. Same key returns the same result without re-executing.
orgx_planStart, resume, edit, improve, or complete a tracked OrgX planning session. Per-action input requirements: • action="start" → REQUIRES feature_name. Optional: initial_plan (markdown to seed the session). • action="resume" → REQUIRES session_id. • action="improve" → REQUIRES ses...10 params
Start, resume, edit, improve, or complete a tracked OrgX planning session. Per-action input requirements: • action="start" → REQUIRES feature_name. Optional: initial_plan (markdown to seed the session). • action="resume" → REQUIRES session_id. • action="improve" → REQUIRES ses...
Parameters* required
actionstringPlanning action to perform. See top-level description for per-action required fields.one of
start · resume · improve · record_edit · complete_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
attach_toobjectOptional target to link the completed plan to when action=complete. Shape: { entity_type: "initiative" | "workstream" | "task", entity_id: string }.
session_idstringPlan session UUID or orgx://plan_session/<uuid> URI. REQUIRED for action=resume | improve | record_edit | complete. Omit for action=start.
edit_summarystringOne-line description of the change being recorded. REQUIRED when action=record_edit.
feature_namestringFeature or plan name. REQUIRED when action=start.
initial_planstringMarkdown plan content to seed the new session. Optional on action=start; the session can also be started empty and filled via improve/record_edit.
plan_contentstringCurrent/final plan markdown. REQUIRED when action=improve (the draft to critique) or action=complete (the final accepted plan).
workspace_idstringWorkspace UUID to scope action=start plan sessions. Defaults to current session workspace when omitted.
idempotency_keystringOptional idempotency key for safe retries. Same key returns the same result without creating duplicate session state.
orgx_spawnGuard, estimate, classify, spawn, or hand off specialist agent work. Per-action requirements: spawn from an existing task REQUIRES task_id; ad-hoc spawn REQUIRES title + instructions and should include agent_type. handoff REQUIRES task_id + agent_type. guard REQUIRES agent_typ...15 params
Guard, estimate, classify, spawn, or hand off specialist agent work. Per-action requirements: spawn from an existing task REQUIRES task_id; ad-hoc spawn REQUIRES title + instructions and should include agent_type. handoff REQUIRES task_id + agent_type. guard REQUIRES agent_typ...
Parameters* required
modelstringOptional exact model identifier when the user explicitly selects one. Otherwise OrgX resolves the model from task, tier, provider, policy, and budget.
titlestringTask title. REQUIRED for ad-hoc spawn (action=spawn without task_id) or action=classify without task_id. Used as the human-readable label of the spawned task.
actionstringSpawn operation. Defaults to "spawn". Use estimate for pre-spawn cost/routing context without dispatching work. See top-level description for per-action required fields.one of
guard · estimate · spawn · handoff · classifytask_idstringExisting task UUID. REQUIRED for action=handoff. REQUIRED for action=spawn when spawning work for an already-created task. Either task_id or title (with instructions) must be provided for action=spawn.
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
providerstringOptional provider preference. Use auto unless the user asks for a specific provider or a cost comparison selects one.one of
auto · openai · anthropic · openrouter · groq · localagent_typestringTarget agent type/domain (e.g. "engineering", "marketing", "design"). REQUIRED for action=guard or action=handoff. Strongly recommended for action=spawn so the work routes to the right specialist.
model_tierstringOptional model tier override. Omit to let OrgX auto-route from task complexity. Legacy local/sonnet/opus are accepted for older clients.one of
standard · balanced · precision · local · sonnet · opussession_idstringOptional bootstrap/session identifier returned by orgx_bootstrap.
budget_modestringOptional budget posture override. Use cheapest_valid for controlled validation runs while reliability is being proven.one of
cheapest_valid · balanced · highest_qualityinstructionsstringDelegation instructions for the agent. REQUIRED for action=spawn when spawning ad-hoc (without task_id). Used to override the task description for action=handoff.
max_cost_usdnumberOptional per-task hard cost ceiling in USD. If the estimate exceeds this, OrgX should block, downgrade, or request approval before dispatch.
workspace_idstringOptional workspace UUID to scope the spawned task. Defaults to the MCP session's workspace.
initiative_idstringOptional initiative UUID to scope the spawned task. Inferred from task_id when omitted.
idempotency_keystringOptional client-supplied idempotency key for safe retries. Same key returns the same spawn result without re-running.
orgx_decideCreate, approve, reject, remember, or list durable OrgX decisions. Per-action input requirements: • action="list_pending" → No required fields. Optional: initiative_id, workspace_id (scope filters). • action="create" → REQUIRES title AND decision (the resolved decision text)....13 params
Create, approve, reject, remember, or list durable OrgX decisions. Per-action input requirements: • action="list_pending" → No required fields. Optional: initiative_id, workspace_id (scope filters). • action="create" → REQUIRES title AND decision (the resolved decision text)....
Parameters* required
notestringOptional approver note for action=approve. Free-text rationale stored in audit history.
titlestringShort title for the decision. REQUIRED for action=create.
actionstringDecision operation. See top-level description for per-action required fields.one of
create · remember · list_pending · approve · rejectreasonstringREQUIRED for action=reject. Explanation of why the decision was rejected — used by the assigned agent to adjust its next attempt.
contextstringBackground context / rationale that led to the decision. Recommended for action=create to capture provenance.
summarystringOptional one-line summary used in lists. Falls back to title when omitted.
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
decisionstringThe decision text itself (what was decided). REQUIRED for action=create and action=remember.
session_idstringOptional bootstrap/session identifier returned by orgx_bootstrap.
decision_idstringDecision UUID. REQUIRED for action=approve or action=reject. Returned by action=list_pending or action=create.
workspace_idstringOptional workspace UUID to scope the decision. Defaults to the MCP session's workspace.
initiative_idstringOptional initiative UUID to scope the decision. Used as filter when action=list_pending; used as parent when action=create.
idempotency_keystringStrongly recommended client-supplied idempotency key for writes (action=create, remember, approve, reject). Same key returns the same result without duplicating state.
orgx_submit_receiptSubmit a durable receipt (proof, outcome, quality, attribution, or learning) anchored to an OrgX entity or artifact. Required: receipt_type + summary. Strongly recommended: one anchor (entity_type+entity_id OR artifact_id), artifact_type, business_outcome, agent_type, AND at l...19 params
Submit a durable receipt (proof, outcome, quality, attribution, or learning) anchored to an OrgX entity or artifact. Required: receipt_type + summary. Strongly recommended: one anchor (entity_type+entity_id OR artifact_id), artifact_type, business_outcome, agent_type, AND at l...
Parameters* required
summarystringOne-sentence human-readable description of what the receipt proves (e.g. "Merged PR #142 unblocking the auth refactor").
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
evidenceobjectStructured evidence payload. Recognized shapes: { prs: string[] }, { deploys: string[] }, { test_runs: string[] }, { metrics: { name, value, unit? }[] }, { links: string[] }, { notes: string }. See top-level description for full list. At least one verifiable URL is strongly recommended.
entity_idstringRelated entity UUID. Required when entity_type is provided.
agent_typestringAgent/domain that produced the receipt, such as engineering, sales, product, design, operations, marketing, or orchestrator.
model_tierstringModel tier used for the run being receipted. For validation rungs before calibrated expansion, use standard.one of
standard · balanced · precision · local · sonnet · opussession_idstringOptional bootstrap/session identifier returned by orgx_bootstrap.
artifact_idstringRelated artifact UUID to anchor the receipt to. Alternative to entity_type+entity_id when the proof lives in OrgX as an artifact.
budget_modestringBudget posture used for the run being receipted. For validation rungs before calibrated expansion, use cheapest_valid.one of
cheapest_valid · balanced · highest_qualityentity_typestringRelated entity type (initiative, workstream, milestone, task, decision). Required if no artifact_id is provided — pair with entity_id.
max_cost_usdnumberPer-task or canary spend cap used during the validation run, when known.
receipt_typestringReceipt category key. Recognized values: "proof", "outcome", "quality", "attribution", "learning". Custom domain-specific keys are also accepted.
workspace_idstringWorkspace UUID. Defaults to the MCP session's workspace when omitted.
artifact_typestringArtifact type this receipt proves. Preferred founder/team examples: orchestration.next_initiative, eng.pull_request, eng.deploy_proof, eng.structured_blocker, sales.strategy, sales.icp_offer_sequence, sales.send_plan, sales.conversion_gates, marketing.launch_asset, marketing.channel_hypothesis, marketing.positioning_brief, marketing.proof_distribution_plan, marketing.interview_pr_plan, product.customer_discovery, product.prd, product.pricing_hypothesis, product.decision_record, design.audit, design.component_spec, design.token_package, ops.operator_brief, ops.runbook, ops.budget_envelope, ops.incident_status, proof.link.
idempotency_keystringStrongly recommended client-supplied idempotency key. Submitting the same key twice will not create a duplicate receipt.
loop_validationbooleanSet true when this receipt should be evaluated against the OrgX loop reliability validation ladder.
validation_rungstringOptional OrgX loop validation rung this receipt proves. Required for promotion-grade loop validation receipts.one of
schema_discovery · dry_run_spawn · single_domain_fixture · cross_domain_initiative_fixture · overnight_canary · calibrated_auto_route_expansionbusiness_outcomestringBusiness outcome advanced by the receipt.
verification_statusstringWhether the artifact verification passed, failed, was blocked, or was not run.one of
passed · failed · blocked · not_runrecall_memorySearch organizational memory for prior decisions, artifacts, project context, and team knowledge. Also known as: search memory, recall decisions, find context, retrieve artifacts, what did we decide.4 params
Search organizational memory for prior decisions, artifacts, project context, and team knowledge. Also known as: search memory, recall decisions, find context, retrieve artifacts, what did we decide.
Parameters* required
limitnumberMaximum number of results to return
querystringSearch query for organizational memory
scopestringOptional scope filter for the memory searchone of
all · artifacts · decisions · initiatives_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
approve_agent_workReview or act on agent decisions awaiting human approval. Also known as: pending approvals, agent blocked, sign off, review decisions, approve AI work. Per-action input requirements: • action="list" (default when action omitted) → No required fields. Optional filters: limit, u...8 params
Review or act on agent decisions awaiting human approval. Also known as: pending approvals, agent blocked, sign off, review decisions, approve AI work. Per-action input requirements: • action="list" (default when action omitted) → No required fields. Optional filters: limit, u...
Parameters* required
notestringOptional approver note for action="approve". Free-text rationale stored in audit history.
limitnumberUsed only when action="list" (or omitted). Max pending decisions to return.
actionstringOperation to perform. Defaults to "list" (returns pending approvals). Use "approve" or "reject" to act on a specific decision_id.one of
list · approve · rejectreasonstringREQUIRED for action="reject". Explanation of why the decision was rejected — used by the agent to adjust its next attempt.
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
decision_idstringREQUIRED when action="approve" or action="reject". Decision UUID from the pending approvals list.
initiative_idstringUsed only when action="list". Scopes pending decisions to a specific initiative UUID.
urgency_filterstringUsed only when action="list". Filters the returned pending decisions by urgency.one of
all · critical · highdelegate_agent_taskAssign work to a specialist AI agent and track the result. Also known as: hand this off, spawn agent, assign task, delegate to agent, have an AI agent do it.9 params
Assign work to a specialist AI agent and track the result. Also known as: hand this off, spawn agent, assign task, delegate to agent, have an AI agent do it.
Parameters* required
taskstringTask instructions for the target agent
agentstringTarget agent identifier or alias
contextstringOptional supporting context or background for the task
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
deadlinestringOptional due date or plain-text deadline
initiative_idstringOptional initiative UUID to associate with the spawned task
initiative_namestringOptional initiative title to resolve automatically if ID is unknown
style_guidelinesstringOptional voice, format, or style constraints
expected_artifactsarrayOptional final outputs you expect
track_project_progressGet health, blockers, milestones, owners, and recent activity for a project or initiative. Also known as: project status, initiative pulse, blockers, roadmap progress, execution health.3 params
Get health, blockers, milestones, owners, and recent activity for a project or initiative. Also known as: project status, initiative pulse, blockers, roadmap progress, execution health.
Parameters* required
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
initiative_idstringOptional initiative UUID to check
initiative_namestringOptional initiative title to resolve automatically if ID is unknown
scaffold_initiativeTurn an objective, roadmap, launch, or feature plan into executable workstreams, milestones, and tasks. Also known as: scaffold project, create roadmap, generate execution plan. Minimum required input: title. Conditionally required: • workspace_id — REQUIRED unless the MCP ses...20 params
Turn an objective, roadmap, launch, or feature plan into executable workstreams, milestones, and tasks. Also known as: scaffold project, create roadmap, generate execution plan. Minimum required input: title. Conditionally required: • workspace_id — REQUIRED unless the MCP ses...
Parameters* required
modestringOptional stage. draft validates without writes; scaffold creates records without launching agents; launch creates records and starts agents. Defaults to launch for backwards compatibility.one of
draft · scaffold · launchtitlestringInitiative title
contextarrayOptional context attachments (pointers, not payloads).
summarystringInitiative summary
user_idstringDeprecated alias for owner_id; prefer owner_id for new calls
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
goal_idsarrayOptional objective UUIDs for the initiative. OrgX stores workspace objectives in goal_ids; provide at least one to avoid objective-invariant failures.
owner_idstringOptional owner user ID for the scaffolded initiative; defaults to the authenticated user when omitted
concurrencynumberParallel creation concurrency (default 8)
descriptionstringInitiative description
workstreamsarrayNested workstreams. Include domain, dependencies, and estimate fields when possible. If omitted, the scaffold builder auto-fills subtasks/dependencies and OrgX re-estimates domain+agent+cost with model-guided baselines.
workspace_idstringWorkspace/command center UUID to scope the initiative hierarchy. Required unless the MCP session already has workspace context; resolve with list_entities type=command_center or get_org_snapshot.
external_syncobjectOptional async mirror request for external work trackers. Omit for fastest scaffold response.
objective_idsarrayPreferred objective UUIDs for the initiative. Normalized to goal_ids for API compatibility.
response_modestringOptional response timing. fast_ack returns after durable record creation and queues launch follow-ups asynchronously; complete waits for agent assignment, launch, and stream snapshot before returning. Defaults to fast_ack for non-draft scaffolds.one of
fast_ack · completeidempotency_keystringOptional stable retry key. When omitted, OrgX derives one from workspace, owner, title, objectives, and hierarchy.
command_center_idstringDeprecated alias for workspace_id to scope the initiative hierarchy
continue_on_errorbooleanContinue creating remaining entities after an error
launch_after_createbooleanLegacy alias for mode. false maps to mode=scaffold; true maps to mode=launch when mode is omitted.
coordination_dependencyobjectThe single most important cross-workstream coordination dependency you identified while planning this initiative. Name it specifically based on what the workstreams actually do — not a generic label. Omit if only one workstream exists.
review_artifactSurface the next artifact awaiting review. Renders the artifact-review widget with a preview, version filmstrip, and hold-to-approve / request-changes actions. USE WHEN the user asks to review work, approve a deliverable, or handle pending artifact reviews. DO NOT USE for list...4 params
Surface the next artifact awaiting review. Renders the artifact-review widget with a preview, version filmstrip, and hold-to-approve / request-changes actions. USE WHEN the user asks to review work, approve a deliverable, or handle pending artifact reviews. DO NOT USE for list...
Parameters* required
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
entity_idstringScope to artifacts attached to this entity (initiative, workstream, milestone, or task).
artifact_idstringSpecific artifact ID to review. Defaults to the next in_review artifact.
workspace_idstringWorkspace UUID. Defaults to the session workspace.
get_morning_briefCurated receipts, exceptions, ROI delta, and value signals from the most recent autonomous session. The brief IS curated receipts, not a separate data structure. Prefer `get_morning_brief` with workspace brief with value and exception summaries for new prompts, skills, and exa...3 params
Curated receipts, exceptions, ROI delta, and value signals from the most recent autonomous session. The brief IS curated receipts, not a separate data structure. Prefer `get_morning_brief` with workspace brief with value and exception summaries for new prompts, skills, and exa...
Parameters* required
_contextobjectClient context for conversation tracking (strongly recommended for cross-client continuity)
session_idstringSpecific autonomous session ID; defaults to the most recent session
workspace_idstringWorkspace UUID to load the morning brief for
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