data-connector
https://ask-ai-data-connector.co.uk/mcp ↗
data-connector is a remote MCP server published at ask-ai-data-connector.co.uk. It has been probed 56 times since 9/3/2026. It answered in 55 of them (98.2%), with periods of unreachability in between. Median response time is 209 ms, placing it among the faster endpoints. It exposes a broad tool surface of 65 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
# Ask AI Data Connector Connect 18+ e-commerce and business data sources to Claude, ChatGPT, Gemini, and Perplexity. Query all your business data with natural language. ## What it does Ask AI Data Connector syncs your e-commerce tools into a single MCP server, letting you ask cross-source questions like: - "Compare my Klaviyo email revenue to Google Ads ROAS this month" - "Which products have the highest refund rate and worst reviews?" - "Show me my Xero P&L alongside my Shopify revenue" - "What's my shipping margin — am I making or losing money on shipping?" ## Supported Data Sources | Category | Sources | |----------|---------| | **Commerce** | Shopify, Recharge | | **Email & SMS** | Klaviyo | | **Advertising** | Meta Ads, Google Ads, Triple Whale | | **Web Analytics** | Google Analytics, Microsoft Clarity | | **SEO** | Google Search Console | | **Customer Support** | Gorgias | | **Accounting** | Xero | | **Shipping** | ShipStation | | **Re
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Agent readability score
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| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-08 10:53:09 | Legacy | 401 | 231 | 200 | 232 | 2025-11-25 |
| 2026-09-08 08:19:35 | Legacy | 401 | 273 | 200 | 220 | 2025-11-25 |
| 2026-09-08 05:48:04 | Legacy | 401 | 192 | 200 | 191 | 2025-11-25 |
| 2026-09-08 03:19:36 | Legacy | 401 | 189 | 200 | 194 | 2025-11-25 |
| 2026-09-08 00:45:28 | Legacy | 401 | 214 | 200 | 198 | 2025-11-25 |
| 2026-09-07 22:14:44 | Legacy | 401 | 141 | 200 | 140 | 2025-11-25 |
| 2026-09-07 22:12:01 | Legacy | 401 | 243 | 200 | 260 | 2025-11-25 |
| 2026-09-07 22:01:46 | Legacy | 401 | 332 | 200 | 332 | 2025-11-25 |
| 2026-09-07 22:00:47 | Legacy | 401 | 382 | 200 | 378 | 2025-11-25 |
| 2026-09-07 21:05:11 | Legacy | 401 | 271 | 200 | 253 | 2025-11-25 |
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test failed · last run: 2026-09-08 00:45:28
- Cold-start: cold 51ms → warm 62ms (penalty 0ms)
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Server build: — → 1.0.0
- Back up
- Became unreachable
- Incomplete probe — one leg did not answer, era result not counted
- Added to watch — era: Legacy
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