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OrgX exposes a Model Context Protocol (MCP) server that gives AI clients like ChatGPT, Claude, Cursor, and VS Code shared organizational memory for decisions, artifacts, approvals, delegated work, and project execution state.

Questions This Page Answers

  • Which endpoint should I use for hosted OrgX MCP vs local OpenClaw bridge?
  • How does OAuth work in practice for MCP clients?
  • What scopes should I request for decisions, dispatch, and memory workflows?
  • How do I avoid confusing the hosted OrgX tool surface with plugin-local tools?

What is MCP?

The Model Context Protocol is an open standard for connecting AI assistants to external tools and data. It enables:
  • Tools: Actions the AI can take (approve decisions, spawn tasks)
  • Resources: Data the AI can access (initiatives, artifacts)
  • Prompts: Pre-built conversation templates

Connecting to OrgX

Hosted MCP vs OpenClaw Local Bridge

OrgX supports two MCP connection modes:
ModeEndpointAuthBest for
Hosted OrgX MCPhttps://mcp.useorgx.com/mcpOAuth 2.1ChatGPT, Claude, Cursor, VS Code, and other remote MCP clients
OpenClaw local bridgehttp://127.0.0.1:18789/orgx/mcpOpenClaw plugin pairing/API keyLocal OpenClaw runtime + local dashboard
The hosted server and plugin bridge expose overlapping tools, but they are not identical surfaces.
Use the OrgX MCP Tools Reference for hosted tools and OpenClaw Plugin Tools for local bridge tools.

Server Endpoints

EndpointProtocolUse Case
https://mcp.useorgx.com/mcpStreamable HTTPRecommended remote MCP endpoint
https://mcp.useorgx.com/sseServer-Sent EventsLegacy SSE endpoint
Use https://mcp.useorgx.com/mcp for new clients. Use the SSE endpoint only when a legacy client cannot speak streamable HTTP.

Authentication

OrgX MCP uses OAuth 2.1 with browser-based authorization. Remote MCP clients that support OAuth handle sign-in automatically. How it works:
  1. Your MCP client discovers the auth server via RFC 9728 metadata at /.well-known/oauth-protected-resource
  2. You’re redirected to sign in at useorgx.com via Clerk
  3. After approving the connection, the client receives and manages tokens automatically
  4. Token refresh is handled transparently by the client
The fastest path is the OpenClaw plugin — 60-second browser pairing with no config files to edit.
Supported OAuth grant types: authorization_code, refresh_token PKCE support: S256, plain

Available Scopes

Request the scopes you need when authenticating:
ScopeWhat It Allows
decisions:readView pending and past decisions
decisions:writeApprove or reject decisions
agents:readView agent status and activity
agents:writeSpawn new agent tasks
initiatives:readView initiatives and workstreams
memory:readSearch organizational knowledge

Quick Setup

Supported Client Patterns

ClientRecommended setupWidgetsNotes
ChatGPTAdd remote MCP server in Apps & ConnectorsYesUse the /mcp endpoint; see the dedicated ChatGPT integration guide
Cursormcp-remote + hosted /mcp URLYesBest option for IDE-assisted delivery
Claude / Claude DesktopRemote connector in SettingsYesUse connector UI, not claude_desktop_config.json, for hosted remote MCP
VS CodeHTTP MCP server in mcp.jsonYesGood fit for planning + delivery loops
Generic remote MCP clientsHosted /mcp URLUsually text fallbackUse when the client supports OAuth remote MCP but not widgets

Protocol Capabilities

OrgX MCP tools are organized by user intent. Start with the Tier-0 tools for tool routing, then use the lower-level tools when you need exact control.

Tier-0 Entry Points

  • orgx_decide - Save a decision to organizational memory
  • orgx_search - Search decisions, artifacts, and project context
  • orgx_decide - Review pending approvals and approve/reject after confirmation
  • orgx_spawn - Assign work to a specialist AI agent
  • orgx_recommend - Get initiative health, blockers, milestones, owners, and activity

Execution

  • orgx_spawn - High-recall wrapper for assigning work to an agent
  • orgx_spawn - Assign work to a specialized agent (Engineering, Marketing, Product, etc.)
  • orgx_act - Trigger lifecycle actions on any entity (start, complete, block, etc.)
  • scaffold_initiative - Create a full initiative hierarchy in one call
  • batch_create_entities - Bulk-create tasks, milestones, or workstreams in a single operation

Decisions

  • orgx_decide - High-recall wrapper for pending approval review
  • orgx_search - Filter type=decision and status=pending to list decisions awaiting approval
  • orgx_decide - Approve a decision
  • orgx_decide - Reject with feedback

Memory & Context

  • orgx_decide - Record a decision so agents can recall it later
  • orgx_search - High-recall wrapper for organizational memory search
  • orgx_search - Search organizational knowledge and past decisions
  • orgx_recommend - High-recall wrapper for project status and blockers
  • orgx_recommend - Get initiative health status and execution signals
  • orgx_recommend - Retrieve a full org-level summary for grounding agent context

Planning

  • orgx_plan - Open an interactive planning session for an initiative or workstream
  • orgx_plan - Apply structured improvements to an existing plan
  • orgx_plan - Finalize and commit a plan, making it actionable
See the MCP Tools Reference for complete documentation.
Legacy aliases such as orgx_decide and get_decision_history still resolve for older clients. For new natural-language client routing, prefer the Tier-0 tools above first, then drop down to orgx_search, orgx_search, and the direct write tools when needed.

Resources

The MCP server also exposes resources for rich context:
ResourceDescription
orgx://initiative/{id}Initiative details in markdown

Troubleshooting

  • Verify the endpoint URL matches your mode (hosted vs local bridge).
  • Hosted: ensure network access to mcp.useorgx.com.
  • Local bridge: ensure OpenClaw gateway is running and http://127.0.0.1:18789/orgx/live is reachable.
  • Hosted OAuth: reconnect from your MCP client and complete browser sign-in again. - OpenClaw bridge: reconnect in plugin onboarding or re-enter a fresh oxk_... key. - Confirm your OrgX account has access to the target workspace.
  • Restart your IDE after updating config
  • Check MCP config syntax (mcpServers entry and endpoint URL).
  • If using OpenClaw, verify bridge health at /orgx/api/health and onboarding status at /orgx/api/onboarding/status.

Next Steps

MCP Tools Reference

Complete documentation for all tools.

OpenClaw Plugin Tools

Local bridge tools and scoped domain matrix.

MCP Client Setup

Client-by-client setup for ChatGPT, Cursor, Claude, VS Code, and more.