@replenishradar/mcp-server
Connect AI agents to live ReplenishRadar inventory data. Works with Claude Desktop, OpenClaw, and any MCP-compatible client.
Setup
- Get your API key from ReplenishRadar > Settings > API Keys.
- Add this server to your MCP client config. In Claude Desktop, open Settings > Developer > Edit Config:
{
"mcpServers": {
"replenishradar": {
"command": "npx",
"args": ["-y", "@replenishradar/mcp-server"],
"env": {
"REPLENISHRADAR_API_KEY": "rr_sk_your_key_here"
}
}
}
}
- Restart Claude Desktop and ask: "What are my top stockout risks?"
No ReplenishRadar account yet? Use the public agent intake endpoint to request a short-lived, read-only sandbox key before configuring the server:
POST https://api.replenishradar.com/api/public/agent-intake
Read
Standard includes limited read API access. Growth adds diagnosis/status read tools.
| Tool | Description |
|---|
rr_get_stockout_risk | Stockout risk levels for SKUs |
rr_get_inventory_position | Stock-by-location for an item |
rr_get_demand_forecast | Demand forecast stats |
rr_get_suggested_purchase_orders | Suggested POs |
rr_get_replenishment_actions | Canonical buyer replenishment actions |
rr_get_replenishment_action | One replenishment action with event history |
rr_get_alerts | Active alerts |
rr_list_items | List inventory items |
rr_get_sync_status | Recent sync history |
rr_list_suppliers | List vendors/suppliers |
rr_list_purchase_orders | List purchase orders |
rr_get_purchase_order | Single PO with line items |
rr_get_po_pdf | PO PDF info |
rr_get_po_documents | Documents attached to a PO |
rr_get_po_notes | Notes attached to a PO |
rr_get_sales_history | Sales history |
rr_get_top_sellers | Top-selling SKUs |
rr_get_slow_movers | Slow-moving SKUs |
rr_get_inventory_value | Inventory value breakdown |
rr_get_sku_health | SKU-level health summary |
rr_get_lost_sales | Estimated lost sales from stockouts |
rr_get_store_health | Store connection and sync health |
rr_get_data_freshness | Freshness status by data dimension |
rr_get_setup_status | Setup milestones and next step |
rr_get_recent_activity | Recent alerts, POs, and sync rollup |
search_knowledge | ReplenishRadar product knowledge search |
rr_evaluate_fit | Deterministic ICP + tier fit verdict (no org data) |
Basic write (Standard tier and up)
Safe, low-blast-radius writes - no money or stock mutation.
| Tool | Description |
|---|
rr_acknowledge_alert | Acknowledge an alert |
rr_add_po_note | Add a note to a PO |
rr_request_approval | Request human approval for a PO |
rr_add_replenishment_action_note | Add a note to a replenishment action |
rr_dismiss_replenishment_action | Dismiss a replenishment action |
rr_prepare_replenishment_action | Preview an action and get its current updated_at before execute |
rr_execute_replenishment_action | Execute an action. mode="draft" (default) creates a draft PO and/or transfer; mode="autonomous" also sends the PO / commits the transfer when the key has sensitive_write + the operation tool group + an enabled budget and all guardrails pass (else draft-fallback or hard-refuse). Idempotent, stale-state protected |
rr_resolve_replenishment_action | Resolve an action as no-action with a reason; idempotent, stale-state protected |
rr_retry_replenishment_action | Retry a blocked or failed action via the draft execution path; idempotent, stale-state protected |
rr_get_document_upload_url | Get upload URL for a PO document |
rr_record_pi_review | Record proforma invoice details |
Sensitive write (Growth tier and up)
Money / stock mutation.
| Tool | Description |
|---|
rr_trigger_sync | Trigger inventory sync |
rr_create_purchase_order | Create a draft PO |
rr_update_purchase_order | Update a draft PO |
rr_send_purchase_order | Send an approved PO |
rr_cancel_purchase_order | Cancel a PO |
rr_create_location | Create a manual inventory location |
rr_set_stock_at_location | Set stock at a manual location |
PO creation always starts as a draft. rr_send_purchase_order only sends a PO that was already human-approved.
Action execution has two modes. rr_execute_replenishment_action with mode="draft" (the default) creates a draft PO and/or draft transfer for an action's items and never auto-sends to a supplier or commits stock. With mode="autonomous" it additionally sends the PO or commits the transfer, but only when the key has sensitive_write + the operation's tool group + an enabled per-key budget (autonomous_enabled=true) and every guardrail passes; otherwise it leaves a draft and returns an rr_request_approval hint (draft_fallback) or refuses without mutating (hard_refuse). Call rr_prepare_replenishment_action first to get the action's current updated_at, then pass it as expected_updated_at so a stale action is rejected before any write. Pass a stable idempotency_key so a retried call replays the original result instead of double-creating artifacts or double-sending.
Agent context store
A small, org-scoped, auditable key/value memory so an agent can remember bounded workflow state. rr_get_agent_context / rr_list_agent_context are read-capability; rr_set_agent_context / rr_delete_agent_context are basic-write. All four are in the agent_context tool group.
| Tool | Description |
|---|
rr_get_agent_context | Get one entry by namespace + key; expired entries are omitted |
rr_set_agent_context | Store a bounded JSON object under namespace + key (optional scope_ref, ttl_seconds) |
rr_list_agent_context | List live entries for ONE namespace (required), bounded limit (max 200) |
rr_delete_agent_context | Delete one entry by namespace + key; records actor provenance |
Rules and limits:
- Namespaces are code-owned and per-key allowlisted. A human admin must grant your API key read/write/delete on each namespace in Settings > API Keys. Same-organization access alone is not sufficient.
- No secrets, no raw PII. Writes that look like tokens, passwords, private keys, credentials, or raw emails/phones/addresses are rejected.
value must be a JSON object (not a scalar or array), capped at 16 KiB serialized.ttl_seconds is optional and capped at 90 days; with no TTL the entry persists while the organization exists.rr_list_agent_context requires namespace and never lists across namespaces.scope_ref is descriptive metadata only and is not part of uniqueness - encode per-scope entries into the key (for example supplier_rules/sku:ABC123).- Sensitive namespaces (for example
sourcing_economics) additionally require the key to hold the sensitive economics read capability + tool group.
Per-API-key spend budgets - per-PO value cap, rolling-24h daily cap, max transfer quantity delta, an autonomous_enabled flag, and vendor / destination / transfer-source (or route-pair) allowlists - constrain what an autonomous key may buy or move. They are managed only by a human admin in Settings > API Keys (a JWT-admin Settings API); there is no MCP tool to read or change a budget, and an API key cannot reach the budget routes, not even for its own caps. Budgets are consumed only by autonomous send/commit, autonomous mode is off by default, and a denied autonomous action receives only a short decision reason - never the cap amounts, the allowlists, or another key's ledger.
Rate Limits
- Standard ($99/mo): 10 calls/hour, read + basic-write tools
- Growth ($199/mo): 100 calls/hour, read + basic + sensitive read/write + diagnosis/status tools
- Scale ($499/mo): 1,000 calls/hour, full read + write capability set
Learn More