Zobrx MCP server

• Registry namecom.zobrx/zobrxverified in the MCP registry

The registry name sits under zobrx.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

• Stateanswerschecked 2026-10-20
• Tools58
• Server calls itselfzobrx
• Server version0.1.0
• Protocol version2025-06-18

On 2026-10-20 the server answered initialize and tools/list without a sign-in. First answer in 1036 ms.

• Its tools do every use case we checked: ask Claude about returns, stock-outs and tax; track marketplace prices and out-of-stock listings.
• Checked on 2 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

• INITE MCP scoreafter a weeka score needs 7 daily checks: 2 so far
• What an agent can do with it2 of 2 use cases
• Answeredmeasuring2 of the 7 daily checks it takes to print a share
• Median first answer1079 ms
• Space in an agent's context≈ 7,037 tokensthe definitions of all its tools (58), which an agent carries on every turn
• Tool definitionsA · 99 of 100
• Typed results58 of 58 toolsdeclared outputSchema: results come typed, read once

• Parameters without a description: in 4 of 58

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

• get_dashboard_summary

  High-level health of the workspace: connected integrations by status and the most recent account activity. Use this first to answer 'how is my business set up / what's connected'.

• list_integrations

  List the workspace's connected channels and data sources (Amazon, Flipkart, Snapdeal, Shopify, Meta, Google, etc.) with their connection status, health score, and last sync time.

• search_catalog

  Search the workspace's MASTER product catalog by free text (matches product title, brand, or internal SKU). Returns up to 25 matches with MRP, mapped-channel count, and status. Narrow the query if results are truncated.

• get_brand_score

  The latest brand-health score for the workspace — a weighted average across tracked marketplace listings (listing quality, reviews, availability, compliance). Returns the most recent day's score and the listing count it covers.

• get_channel_orders_overview

  Order volume across the workspace's connected non-Amazon marketplaces (Snapdeal, Flipkart, Myntra, JioMart, Meesho). Returns the order count synced per channel — use it to see which marketplaces have data and their relative scale.

• get_shelf_availability

  Quick-commerce on-shelf availability (OSA%) over the last 7 days, per channel — the share of observed shelves where the product was in stock. Lower is worse. Requires a Q-Radar subscription.

• list_stores

  List every connected store/marketplace account (Amazon, Shopify, Flipkart, Snapdeal, Meesho, Myntra, JioMart, Ajio, offline) with its display name, country/currency, and order count in the last 30 days.

• get_pnl_summary

  Amazon settlement-based money summary over a window: revenue, marketplace fees, refunds, TCS/TDS, net amount Amazon settled, FBA reimbursements, net to seller, plus order/return/reimbursement counts. Amounts are in major currency units.

• get_orders_summary

  Order volume per channel over a window, across all connected marketplaces. Use it to see where orders are coming from and the relative scale per channel.

• get_payments_summary

  Settlement/payment activity: the net amount Amazon settled over the window (major units) plus the count of settlement/payment records synced per channel.

• get_returns_summary

  Amazon returns over a window: total count, total units, and the top return reasons and dispositions.

• get_reimbursements_summary

  Amazon FBA reimbursements over a window: total amount (major units), count, units, and the top reimbursement reasons.

• get_inventory

  Warehouse stock levels by SKU (available, reserved, incoming, blocked) joined to the master product (name, cost, MRP). Optional free-text search by SKU; returns up to 25 rows.

• get_stock_status

  Out-of-stock status across tracked marketplace listings: total listings, OOS count, OOS breakdown by channel, and a sample of the currently out-of-stock listings.

• list_sellers

  Sellers observed on tracked listings (the competitive seller universe) with their classification and rating. Optional channel filter.

• list_competitors

  Operator-curated competitors being tracked, with priority and status.

• get_compliance_violations

  Minimum-advertised-price / MRP compliance violations: open + escalated counts, breakdown by channel, and the most recent open violations.

• get_margin_config

  Per-product margin configuration used for P&L: COGS and platform-fee percentage, optionally per channel. Returns up to 25 rows.

• get_marketplace_alerts

  Marketplace alert events (price drops, OOS, MAP breaches, etc.) fired in a window: counts by type and severity, plus the most recent events.

• get_psl_movers

  Top potential-sales-loss (PSL) movers from quick-commerce shelf intelligence over a window — the products losing the most estimated sales to out-of-stock, by channel. Requires a Q-Radar subscription.

• get_tax_summary

  GST snapshot for a period: taxable value, CGST/SGST/IGST/cess, total tax and invoice count (B2B + B2C split), plus TCS and TDS collected per channel. India GST.

• get_gstr1_summary

  GSTR-1 outward-supply summary for a period: B2B / B2CL / B2CS section totals and the HSN-wise rollup, for return preparation.

• get_hsn_summary

  Per-HSN-code tax rollup (taxable value, CGST/SGST/IGST/cess, invoice count) for a period.

• get_state_wise_tax

  Per-state outward-supply and tax breakdown (taxable value, CGST/SGST/IGST, invoice count, intra/inter-state) for a period.

• get_tax_mismatches

  Lines where the stored tax doesn't equal rate × taxable value (drift audit), with per-line drift amounts and workflow state. Defaults to open items.

• get_fba_health

  Amazon FBA inventory health: aging buckets (0-90 … 365+ days), long-term storage-fee exposure, and recommended actions (e.g. remove/restock).

• get_marketing_summary

  Cross-platform ad performance for a window: spend, impressions, clicks, conversions, revenue, ROAS, CTR, CPC, with prior-period deltas and a per-platform breakdown (Google/Meta/Amazon Ads, etc.).

• list_campaigns

  Ad campaigns across connected platforms with per-campaign performance (spend, conversions, ROAS, status) for a window. Requires the campaigns module.

• get_analytics_summary

  Google Analytics 4 summary for a window: sessions, users, new users, conversions, engagement, revenue, and source breakdown.

• get_seo_queries

  Google Search Console summary for a window: top search queries with impressions, clicks, average position and CTR. Requires the SEO module.

• get_serp_keywords

  Tracked SEO keywords with current rankings, search volume, intent and rank trend. Requires the SERP module.

• list_coach_recommendations

  AI Coach recommendations inbox: detected issues/opportunities with severity and state (open by default), plus AI-generated action plans.

• get_ai_wallet

  AI spend wallet: balance, month-to-date spend, monthly cap, auto-recharge status, and last top-up.

• get_notifications

  In-app notifications inbox: recent alerts with severity, title, and state.

• get_account_profile

  The workspace profile: user details and the corporate/tenant profile (legal name, tax IDs, address, reporting currency, completeness).

• list_team_members

  Workspace members with their roles and effective permissions. Requires org member-read permission (Owner/Admin).

• get_brand_pack

  Brand identity configuration: logo, colors, fonts, voice attributes, banned phrases, required disclaimers.

• search

  Search the workspace's product catalogue by free text (title, brand, or SKU). Returns matching products as citeable results with stable ids — pass an id to `fetch` for full detail. Built for deep-research and retrieval workflows.

• fetch

  Fetch the full detail of a result returned by `search`, by its id (e.g. "product:<id>"). Returns citeable product records (document text) for deep-research workflows.

• search_orders

  Find specific orders across all connected channels. `query` matches an order ID, line-item ID, or SKU (substring). Filter by channel, attribution state, and date range. Money fields are in minor units (paise for INR) — convert to ₹. Use…

• get_order

  Full detail for a single order by channel + line-item ID, including the linked return (if any) and channel-specific fields. Money is in minor units (paise for INR). Get the channel + lineItemId from search_orders.

• search_returns

  Find specific returns across all connected channels. `query` matches a return ID or reverse-shipment tracking (AWB) number (substring). Filter by channel, return bucket, received status, and date range. Each result is a full return record…

• search_inventory

  Find inventory for a specific product across all channels. `query` matches product name, accounting SKU, brand, or variant SKU (substring). Each result is master-grain with per-channel / per-store / per-warehouse stock (available…

• search_oms_orders

  Orders flowing through the zobship fulfillment pipeline, with their state (new → reserved → awaiting_label → labelled → manifested → shipped …), fulfillment type, credit status, and expected ship date. Filter by channel, state, store…

• get_oms_order

  Full detail for one fulfillment order: line items (SKU, qty, picked/reserved), lifecycle history (state transitions with timestamps), credit consumption, pickup slot, and resolved shipping city/state. Get the id from search_oms_orders.

• list_picklists

  Warehouse pick waves (draft → assigned → picking → completed), with line count, expected ship date, and whether a pick PDF exists.

• get_picklist

  One picklist: assigned picker, line references, group key, timestamps, and a short-lived pick-PDF link.

• list_manifests

  Courier hand-over manifests (draft → submitted → acknowledged), with shipment + order counts and submit/acknowledge timestamps. Filter by warehouse and date range.

• get_manifest

  One manifest: shipment + order id lists, state, and a short-lived manifest-PDF link.

• list_pickers

  The warehouse-floor picker roster (name, code, phone, assigned warehouse, active status).

• get_zobship_credits

  The fulfillment-credit wallet balance (free + paid, in minor units — convert to ₹), paid-credit expiry, and the available recharge tiers. Separate from the AI wallet.

• get_qradar_overview

  Quick-commerce shelf-intelligence headline: on-shelf-availability % (OSA), shelves & SKUs tracked, average risk score, potential-sales-loss (PSL, in paise — convert to ₹), pincode coverage, and a daily trendline. Use for 'how is my…

• list_qradar_skus

  SKUs in the Q-Radar rotation with current OSA %, risk score, shelf counts, and pricing. Sort by osa_asc to surface the worst-availability SKUs, or filter to those under a target OSA. Own vs competitor SKUs.

• get_qradar_sku_history

  Time-series of shelf evaluations for one master product across pincodes and dark-stores in the window — risk score, lever scores, in-stock state, inventory, and price per observation. Get the master id from list_qradar_skus.

• get_qradar_leak_ledger

  The CFO-grade potential-sales-loss (PSL) ledger: each out-of-stock window with lost units and lost revenue (paise — convert to ₹), the velocity basis, price/MRP, and an audit hash chain. Ranked by impact.

• get_qradar_distribution

  Numeric distribution %: where a quick-commerce platform operates vs where the brand is actually listed, store-type reach (express / instant / longtail), per-state coverage, and a ranked list of gap pincodes with opportunity value (paise)…

• get_qradar_sov

  Keyword share-of-search on quick-commerce: organic and sponsored presence in the top 5 / 10 / 20 results per tracked keyword and channel. Filter to one keyword or list the highest-organic keywords.

• list_qradar_alerts

  Quick-commerce anomaly alerts: out-of-stock spikes, price anomalies, risk escalations, and critical-stock events, with severity and the affected SKU / channel / pincode.