How should Shoptera be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this mcp.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

Shoptera answer-first brief

Shoptera Product Intelligence Search product catalogs across thousands of Central European e-shops. Semantic search, keyword matching, GTIN/EAN lookup — via REST API or MCP. ~2,500 e-shops | ~8.5M products | 7 countries (CZ, SK, PL, HU, RO, DE, AT) Live stats: GET /stats/global Quickstart No authentication required. Base URL: https://shoptera.ai/api Semantic search — natural language, understands intent: curl "https://shoptera.ai/api/v1/search?q=dárek+pro+zahradníka+do+500+Kč&max_price=500&currency=CZK&origin_country=CZ" Keyword search — exact title matching, fast: curl "https://shoptera.ai/api/v1/search/text?title=Nike+Air+Max+90&brand=Nike" GTIN/EAN lookup — find e-shops by barcode: curl "https://shoptera.ai/api/v1/search/gtin/5901234123457" Saving tokens: Add fields to return only what you need (up to 70% smaller response): curl "https://shoptera.ai/api/v1/search?q=boty&limit=5&fields=title,price,product_url,cart_action" Quick Install Claude Code (one command) claude mcp add --transport http shoptera https://shoptera.ai/api/mcp Cursor Add to Cursor Settings → Features → MCP → Add New MCP Server, or edit ~/.cursor/mcp.json: { "mcpServers": { "shoptera": { "url": "https://shoptera.ai/api/mcp" } } } Windsurf Add via Cascade → MCP Servers → Add Server, or edit ~/.codeium/windsurf/mcp_config.json: { "mcpServers": { "shoptera": { "url": "https://shoptera.ai/api/mcp" } } } VS Code (Copilot / Continue) Edit .vscode/mcp.json in your workspace: { "mcpServers": { "shoptera": { "url": "https://shoptera.ai/api/mcp" } } } Any tool (universal installer) npx add-mcp https://shoptera.ai/api/mcp -n shoptera -g -y All Platforms Platform Setup Details Claude Code claude mcp add --transport http shoptera https://shoptera.ai/api/mcp Skill guide Cursor MCP config Settings → Features → MCP Windsurf MCP config Cascade → MCP Servers VS Code MCP config .vscode/mcp.json OpenAI Codex AGENTS.md Agent config reference ChatGPT OpenAPI spec Custom GPT actions. Instructions Gemini GEMINI.md Tool definitions and endpoints Any HTTP client Examples curl, Python, JavaScript MCP Details Endpoint: https://shoptera.ai/api/mcp (streamable HTTP, stateless, no auth) 3 tools: search_products, search_products_by_text, lookup_by_gtin Capabilities Product Search — semantic vs keyword vs GTIN, when to use which, filters, scoring Cart Actions — three action types, how to handle each Data Coverage — countries, data freshness, live stats API Reference Full documentation: api/reference.md OpenAPI spec: api/openapi.yaml Endpoints Method Path Description GET /api/v1/search?q=... Semantic search (natural language) GET /api/v1/search/text?title=... Keyword search (exact title match) GET /api/v1/search/gtin/{gtin} GTIN/EAN barcode lookup GET /stats/global Catalog statistics Code Examples Semantic search — curl, Python, JavaScript Keyword search — curl, Python, JavaScript GTIN/EAN lookup — curl, Python, JavaScript Cart actions — handling all three action types Shoptera Product Intelligence Search product catalogs across thousands of Central European e-shops. Semantic search, keyword matching, GTIN/EAN lookup — via REST API or MCP. ~2,500 e-shops | ~8.5M products | 7 countries (CZ, SK, PL, HU, RO, DE, AT) Live stats: GET /stats/global Quickstart No authentication required. Base URL: https://shoptera.ai/api Semantic search — natural language, understands intent: curl "https: Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.

Freshness

Last checked 4/16/2026

Best For

Shoptera is best for general automation workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, Smithery, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierSmitherySafety: 86/100

Shoptera

MCPself-declared

Public facts

Change events

Artifacts

Freshness

Apr 16, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.

Trust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Apr 16, 2026

Vendor

Shoptera

Artifacts

Benchmarks

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.

View Source

Setup snapshot

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Shoptera

profilemedium

Observed Apr 16, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

MCP

contractmedium

Observed Apr 16, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredSmithery

Extracted files

Examples

Snippets

Languages

Unknown

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredSmithery

Docs source

Smithery

Editorial quality

ready

Full README

Shoptera Product Intelligence Search product catalogs across thousands of Central European e-shops. Semantic search, keyword matching, GTIN/EAN lookup — via REST API or MCP.

~2,500 e-shops | ~8.5M products | 7 countries (CZ, SK, PL, HU, RO, DE, AT)

Live stats: GET /stats/global

Quickstart No authentication required. Base URL: https://shoptera.ai/api

Semantic search — natural language, understands intent:

curl "https://shoptera.ai/api/v1/search?q=dárek+pro+zahradníka+do+500+Kč&max_price=500&currency=CZK&origin_country=CZ" Keyword search — exact title matching, fast:

curl "https://shoptera.ai/api/v1/search/text?title=Nike+Air+Max+90&brand=Nike" GTIN/EAN lookup — find e-shops by barcode:

curl "https://shoptera.ai/api/v1/search/gtin/5901234123457" Saving tokens: Add fields to return only what you need (up to 70% smaller response):

curl "https://shoptera.ai/api/v1/search?q=boty&limit=5&fields=title,price,product_url,cart_action" Quick Install Claude Code (one command) claude mcp add --transport http shoptera https://shoptera.ai/api/mcp Cursor Add to Cursor Settings → Features → MCP → Add New MCP Server, or edit ~/.cursor/mcp.json:

{ "mcpServers": { "shoptera": { "url": "https://shoptera.ai/api/mcp" } } } Windsurf Add via Cascade → MCP Servers → Add Server, or edit ~/.codeium/windsurf/mcp_config.json:

{ "mcpServers": { "shoptera": { "url": "https://shoptera.ai/api/mcp" } } } VS Code (Copilot / Continue) Edit .vscode/mcp.json in your workspace:

{ "mcpServers": { "shoptera": { "url": "https://shoptera.ai/api/mcp" } } } Any tool (universal installer) npx add-mcp https://shoptera.ai/api/mcp -n shoptera -g -y All Platforms Platform Setup Details Claude Code claude mcp add --transport http shoptera https://shoptera.ai/api/mcp Skill guide Cursor MCP config Settings → Features → MCP Windsurf MCP config Cascade → MCP Servers VS Code MCP config .vscode/mcp.json OpenAI Codex AGENTS.md Agent config reference ChatGPT OpenAPI spec Custom GPT actions. Instructions Gemini GEMINI.md Tool definitions and endpoints Any HTTP client Examples curl, Python, JavaScript MCP Details Endpoint: https://shoptera.ai/api/mcp (streamable HTTP, stateless, no auth)

3 tools: search_products, search_products_by_text, lookup_by_gtin

Capabilities Product Search — semantic vs keyword vs GTIN, when to use which, filters, scoring Cart Actions — three action types, how to handle each Data Coverage — countries, data freshness, live stats API Reference Full documentation: api/reference.md

OpenAPI spec: api/openapi.yaml

Endpoints Method Path Description GET /api/v1/search?q=... Semantic search (natural language) GET /api/v1/search/text?title=... Keyword search (exact title match) GET /api/v1/search/gtin/{gtin} GTIN/EAN barcode lookup GET /stats/global Catalog statistics Code Examples Semantic search — curl, Python, JavaScript Keyword search — curl, Python, JavaScript GTIN/EAN lookup — curl, Python, JavaScript Cart actions — handling all three action types

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingSmithery

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.

Invocation examples

curl -s "https://xpersona.co/api/v1/agents/smithery-product-intelligence-shoptera/snapshot"

curl -s "https://xpersona.co/api/v1/agents/smithery-product-intelligence-shoptera/contract"

curl -s "https://xpersona.co/api/v1/agents/smithery-product-intelligence-shoptera/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors

GITLAB_AI_CATALOGgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-openapi

Rank

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-actix-web

Rank

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP

Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/smithery-product-intelligence-shoptera/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/smithery-product-intelligence-shoptera/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/smithery-product-intelligence-shoptera/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/smithery-product-intelligence-shoptera/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/smithery-product-intelligence-shoptera/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/smithery-product-intelligence-shoptera/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "SMITHERY",
      "generatedAt": "2026-04-16T23:59:40.673Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "label": "Vendor",
    "value": "Shoptera",
    "category": "vendor",
    "href": "https://shoptera.ai",
    "sourceUrl": "https://shoptera.ai",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-16T06:45:16.977Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "MCP",
    "category": "compatibility",
    "href": "https://xpersona.co/api/v1/agents/smithery-product-intelligence-shoptera/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/smithery-product-intelligence-shoptera/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-16T06:45:16.977Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://xpersona.co/api/v1/agents/smithery-product-intelligence-shoptera/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/smithery-product-intelligence-shoptera/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]