Mend
MendOpen dashboard
Into the Scrape-Verse · Bright Data

Brand protection that never goes blind

Mend monitors hostile marketplaces, flags violations with evidence, repairs its own scrapers when pages change — and exposes everything via MCP for your AI stack.

Open live dashboard →Mend MCP server

Works with your stack

Bright Data
Slack
GitHub
Cursor
Claude
CRM / ERP
Bright Data
Slack
GitHub
Cursor
Claude
CRM / ERP
mend — brand protection dashboard

Marketplace listings ingested

Acme Wireless Headphones Black

demo · GreyMarketHub

$59.99

Acme USB-C Cable 6ft

newegg · BudgetTech

$4.99
Introducing Mend →

Most brand-protection scrapers break quietly the first time a marketplace redesigns its page. By then, MAP violations have already eroded retailer trust.

Mend is rebuilt around one idea: the self-healing loop is the product. Every repair protects an evidenced business decision — not just a data feed.

Bright Data journey

  1. Step 1

    Scraper Studio

    Custom collectors on demo shop, Newegg, B&H, Micro Center — pinned c_* IDs in repo.

  2. Step 2

    Coding agent (MCP)

    Cursor / Claude call mend_ingest_all, mend_trigger_heal, mend_collector_catalog.

  3. Step 3

    Self-heal on change

    bdata scraper heal + AI Flow when selectors break — same collector ID, restored rows.

  4. Step 4

    Structured output

    11 violations with MAP deltas, seller proof, and export.

Integrations

Plugs into your stack today

Mend ships with real connectors — not slide-deck promises. Bright Data for data, Slack for alerts, GitHub for CI, and MCP for AI agents and CRM workflows.

Live

Data

Bright Data

Live scrapers, Collection API, and self-healing

Live

Alerts

Slack

Webhook alerts for new violations

Live

DevOps

GitHub

CI scrape workflow and open source

Live

AI Agent

Cursor

Mend MCP server integration

Live

AI Agent

Claude Desktop

Mend MCP server integration

Via MCP

Enterprise

CRM / ERP

Salesforce, HubSpot via MCP workflows

Live coverage

Anything on a marketplace, Mend can monitor

Bright Data collectors on hostile targets — not pre-built library scrapers.

NNewegg
BB&H Photo
MMicro Center
DDemo Store
how it works

Your first violation is five minutes away

“Flag MAP violations across Newegg and demo storefront”

MAP Violation

$59.99 vs $99 MAP

Match 94%

Detect

Entity resolution matches listings to catalog SKUs. Every violation ships with price delta, seller status, and match confidence.

“Heal broken price extraction without changing the Collector ID”

bdata scraper heal

repair promoted

Self-heal

Bright Data Self-Healing rewrites extraction from plain language. Validator confirms before promotion. Auto-rollback if quality drops.

“Export compliance report for legal review”

✓ Heal promoted

100% success rate

Audit

Heal genealogy, agent transparency log, and reliability scorecard. Every repair is logged — not asserted in a pitch deck.

Mend MCP Server

Ask your AI agent to pull violations and export legal reports

Mend ships a Model Context Protocol server with 14 tools. Connect it to Cursor or Claude Desktop — then say “export MAP violations as a legal compliance report” and your agent calls Mend directly.

MCP server ready

Quick setup

zsh — mend-mcp
$cd mcp && pip install mcp httpx anyio #install deps
$export MEND_API_URL=https://mend-api-a32e.onrender.com
$python server.py #start MCP server
$
View MCP docs & config on GitHub →

14 MCP tools

Violations & Reports· 4
  • mend_get_violations

    Fetch open MAP, seller, and counterfeit violations

  • mend_export_report

    Export CSV or legal compliance report

  • mend_verify_violation

    Proxy-verify violation URL via Bright Data

  • mend_crm_sync

    Export violations formatted for CRM/ERP

Live Data· 5
  • mend_live_ingest

    Trigger Bright Data live scrape for one collector

  • mend_ingest_all

    Trigger Bright Data ingest for all scrapers (demo + Newegg + B&H)

  • mend_collector_catalog

    Bright Data Scraper Studio catalog with record counts

  • mend_collector_create

    Create collector via Bright Data AI Flow factory

  • mend_bd_usage

    Bright Data platform usage stats across all services

Healing & Reliability· 4
  • mend_trigger_heal

    Trigger Chaos Mode self-heal on a collector

  • mend_judge_mode

    Run full 5-step judge demo with dual BD ingest

  • mend_scraper_health

    Collector health and validation status

  • mend_metrics

    Reliability scorecard metrics

Intelligence· 1
  • mend_product_graph

    Entity graph for a catalog SKU

Example prompt: “Use Mend MCP to get violations for Acme SKUs and export a legal compliance CSV.”

Reliability benchmarks →

Pipeline uptime you can prove, not assume

Mend validates every scraper run, heals on failure, and logs the full repair chain. 100% heal success · 100% data uptime in benchmark runs.

Mend (simulated)99%
Manual scraper42%
No validation18%
Enterprise BP suite85%

11 violations detected · $162 MAP exposure flagged

100%

Data uptime

100%

Heal success

11

Violations

—

Live listings

—

BD records

$162

MAP exposure

Crafted for compliance teams and coding agents

Judge Mode, Chaos Mode, legal exports, and a working MCP server — plug Mend into Cursor today.

Start exploring →See integrations