Analytics

aidatatools.dev

Provides utilities for assessing dataset quality and cleaning scraped data.

x402 supported1 endpoint3 known toolsFirst detected September 9, 2026Last detected September 9, 2026

ENDPOINT 1

https://www.aidatatools.dev/api/mcp_server

No auth detected

MCP server metadata

Name: data-quality-gate
Version: 0.1.0

Capabilities

experimentaltools

Server instructions

Three tiers over one deterministic engine (no LLM anywhere). 1. check_dataset_quality -- JUDGE a dataset: score + facts + a RELIABLE/USABLE_WITH_CLEANING/UNRELIABLE verdict. Call it when deciding whether to trust a source. 2. clean_scraped_data -- REPAIR data: call it on the output of every scrape or extraction, before using or storing it. Returns the cleaned data itself. 3. clean_scraped_data_audited -- the same repair plus a replayable, reversible ledger of every transformation, for when you must prove what changed. All three are deterministic: the same input always produces the same output, so results can be cached, replayed and audited. This MCP endpoint is free; the REST equivalents are x402-gated (POST /api $0.01, /api/clean $0.04, /api/clean/audit $0.12).

Known tools 3

check_dataset_quality

Call this before using any dataset.

Inferred read-only

clean_scraped_data

PAID TIER, CALLED FROM A FREE ENDPOINT -- READ THIS FIRST: this tool does NOT return your cleaned data, and its response has NO `data` key.

Inferred read-only

clean_scraped_data_audited

PAID TIER, CALLED FROM A FREE ENDPOINT -- READ THIS FIRST: this tool does NOT return your cleaned data, and its response has NO `data` key.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.data-quality-gate]
url = "https://www.aidatatools.dev/api/mcp_server"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "data-quality-gate": {
      "type": "http",
      "url": "https://www.aidatatools.dev/api/mcp_server"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: data-quality-gate
Remote MCP URL: https://www.aidatatools.dev/api/mcp_server

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "data-quality-gate": {
      "url": "https://www.aidatatools.dev/api/mcp_server"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "data-quality-gate": {
      "type": "http",
      "url": "https://www.aidatatools.dev/api/mcp_server"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "data-quality-gate",
  "transport": "streamable-http",
  "url": "https://www.aidatatools.dev/api/mcp_server"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

Trust Data Available

BuiltWith Trust API v2 evidence for aidatatools.dev was fetched 2026-09-18T19:38:33.802Z.

Trust status Neutral

aidatatools.dev is assessed as Neutral: No suspicious signals found, but no strong positive signal either

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.