well-016-datacleanup
Server Details
CSV cleanup: dates, emails, phones, dedupe. x402 $0.005 USDC, Base. As is, no warranty.
The last two health checks of this connector failed. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.
If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.
- Status
- Unhealthy
- Uptime
- 39.5% over 16 days
- Last Tested
- Transport
- Streamable HTTP
- URL
- ChatGPT
- –
- Claude
- –
TDQS
Scored across 1 tool
With only a single tool, there is no possibility of tool-to-tool confusion; an agent can only select data-cleanup, and its purpose (CSV normalization plus duplicate handling) is spelled out clearly.
There is only one name, so no inconsistency is possible, and 'data-cleanup' is readable kebab-case. It deviates from the verb_noun convention (no verb, arguably an object noun), so it is not a perfect pattern match.
One tool is on the thin side, but the server's stated scope is a single deterministic cleanup operation that bundles trimming, normalization, dedupe, and reporting into one call. Splitting it would add little value, so the minimal surface is defensible.
The tool covers the core CSV-cleaning lifecycle (whitespace, case, dates, emails, phones, exact/fuzzy dedupe) plus a report, which is solid for the domain. Gaps remain around configurable output formats, column selection, and custom rule extension, which an agent must work around.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
1 tool update
- First observed
data-cleanup
Related MCP Connectors
Fix messy CSVs in one call: trim, ISO dates, normalize emails/phones, flag dupes. x402 $0.005, Base
Paid deterministic CSV cleanup and source-HTML checks. x402 USDC on Base.
https CSV to headers and rows. x402 $0.005 USDC, Base. As is, no warranty.
https CSV to headers and rows. x402 $0.005 USDC, Base. As is, no warranty.
Related MCP Servers
- AlicenseAqualityBmaintenanceI built this local stdio MCP adapter to discover, preview, and purchase live agent data APIs, including vendor risk, company intelligence, transaction preflight, and EVM reads. Free discovery and previews require no wallet. Optional paid calls settle in Base USDC through x402 v2; auto-pay is disabled by default.2154 npmMIT
- AlicenseNot gradedqualityCmaintenanceReal-time email verification API with syntax, MX, disposable detection, role-based flags, quality score 0-100. Built for agent outreach pipelines with pay-per-call via x402 (USDC on Base L2) -- no API key, no signup, no rate-limit wall.MIT
- AlicenseAqualityCmaintenanceEnables autonomous agents and scraping pipelines to deduplicate high-throughput event streams, repair and validate gigabyte-scale JSONL data, retry HTTP/S requests with exponential backoff and header rotation, mimic Chrome/Safari TLS fingerprints, and sync cross-domain cookie sessions. Tool invocations are metered through x402 USDC micropayments on Base L2, returning a payment challenge until a signed transaction unlocks execution.5MIT

hyperd-mcpofficial
AlicenseAqualityDmaintenancePre-trade DeFi intelligence for AI agents. 20 paid x402 endpoints, USDC on Base.23113 npm1MIT
Glama MCP Gateway
Add one secure layer between your agents and this server.