Data Quality Gate
Server Details
Check entire lead, order and inventory CSV/JSONL against approved contracts before writes.
- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- ChatGPT
- –
- Claude
- –
TDQS
Scored across 17 tools
Each tool generally targets a distinct resource and action: contracts, baselines, checks, reports, upload, and billing are separated. The main possible confusion is between paired tools like get_quality_check vs get_quality_report and approve/draft contract vs baseline, but the descriptions clarify the boundaries.
Most tools follow a predictable verb_quality_noun pattern (draft_quality_contract, get_quality_report, start_quality_check). The main deviations are quality_wallet, quality_billing_status, and quality_purchase_history, which omit the verb prefix, plus the longer get_checked_original_download.
Seventeen tools is slightly above the ideal range, but the surface covers a substantial lifecycle: contracts, baselines, checks, reports, upload, and billing. Each tool appears to have a role, though the set is somewhat heavy.
Core workflows are covered: upload, draft/approve contracts and baselines, quote/start/get checks, retrieve reports, download checked originals, and inspect billing. Minor gaps exist, such as no list_quality_checks or list_quality_baselines for discovering existing records, and updates may require drafting new versions.
Available Tools
17 toolsapprove_quality_baselineBIdempotentInspect
Approve the reviewed exact baseline hash for its specific contract after operator authorization.
Inputs: approve (required), baseline_id (required), expected_hash (required).
approve_quality_contractAIdempotentInspect
Approve this exact contract hash only after operator authorization and review of destination meanings, locale, nulls, actions and disclosed coverage.
Inputs: approve (required), contract_id (required), expected_hash (required).
delete_quality_decisionADestructiveIdempotentInspect
Delete an owned contract or baseline after explicit operator instruction. kind is quality_contract or quality_baseline. Pending checks using it fail safely. Does not start a check or consume credits.
Inputs: kind (required), resource_id (required), confirm_delete (required).
draft_quality_baselineAInspect
Draft a versioned row-count baseline from the actual owned reference file for an approved contract declaring a threshold/action. Never replaces a baseline automatically.
Inputs: upload_id (required), contract_id (required), parent_id.
draft_quality_contractBInspect
Save a new unapproved contract version with explicit field types, numeric locale, null decisions and stable rule IDs/actions. Supported: not_null, unique, accepted_values, null_rate, row_count, range. Review before approval.
Inputs: contract (required), upload_id (required), parent_id.
get_checked_original_downloadARead-onlyIdempotentInspect
Get the authenticated original-data download path after continue, while the 24h source retention remains. SHA256 identifies the actual checked bytes; never forward report JSON as customer data.
Inputs: job_id (required).
get_quality_baselineBRead-onlyIdempotentInspect
Read owned baseline reference-file fingerprint, row count and approval/version.
Inputs: baseline_id (required).
get_quality_checkCRead-onlyIdempotentInspect
Read an owned job and operational receipt; does not start another check. Downstream writes proceed only on continue by default.
Inputs: job_id (required).
get_quality_contractARead-onlyIdempotentInspect
Read an owned contract's exact decisions and approval hash/version before reuse.
Inputs: contract_id (required).
get_quality_reportARead-onlyIdempotentInspect
Read the completed full-file report for seven days: record count, rules, redacted failure counts and bounded record references. This report is NOT the original dataset.
Inputs: job_id (required).
list_quality_contractsARead-onlyIdempotentInspect
List owned contract identities in pages of 50; read the full contract before reviewing or approving it.
Inputs: offset.
quality_billing_statusBRead-onlyIdempotentInspect
Read payment activation state for quality. Sandbox/internal qualification does not establish live activation or customer purchases.
Inputs: no named parameters.
quality_purchase_historyARead-onlyIdempotentInspect
Read owned quality purchase snapshots, settlement mode and refund state. A pack sale is one purchase of 100 credits; sandbox purchases do not establish live revenue.
Inputs: no named parameters.
quality_walletBRead-onlyIdempotentInspect
Read separate quality credits, cap, low balance and funding link. Five trials once per verified organization; $20/100 prepaid checks, no subscription/automatic replenishment.
Inputs: no named parameters.
quote_quality_checkAInspect
Quote one entire-file check with exact approved versions and original SHA256, expiring in 10 minutes. Completed blocks/warnings cost one quality credit ($20/100); errors/platform failures are free. Does not start work.
Inputs: upload_id (required), contract_id (required), baseline_id.
start_quality_checkADestructiveIdempotentInspect
Authorize a quoted full-file preflight and reserve one QUALITY credit under the quality cap. Reuse this quote/key on retries. Completed continue/warning/block consumes one; errors release it. Feed credits cannot fund this.
Inputs: quote_id (required), idempotency_key (required).
upload_quality_fileAInspect
Upload the ACTUAL original UTF-8 flat csv/jsonl file, at most 10 MiB/50,000 records/100 fields. Stored 24h. A profile/summary/URL/server path cannot stand in for a complete file.
Inputs: format (required), content (required).
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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