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Zorqelio — Data Reliability for AI Agents

io.github.ssitdeveloper/zorqelio · v1.1.0

Continuous data quality policies, monitoring, schema validation, and quality-aware agent readiness.

Connect Remote server

Terminal
claude mcp add --transport http zorqelio https://zorqelio.xyz/mcp
~/.cursor/mcp.json
{
  "mcpServers": {
    "zorqelio": {
      "url": "https://zorqelio.xyz/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "zorqelio": {
      "type": "http",
      "url": "https://zorqelio.xyz/mcp"
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://zorqelio.xyz/mcp

Tools 24 found in our last check

  • workspace_create

    Create a private customer workspace. Returns a workspace API token once; save it securely.

  • workspace_token_rotate

    Rotate a workspace API token. The current token is required; the replacement is shown once and the old token stops working immediately.

  • workspace_revoke

    Permanently revoke a workspace API token and disable workspace-level operations. This action cannot be undone; existing individual contract and monitor tokens are not revoked.

  • workspace_list

    List contracts and aggregate usage belonging only to a private workspace. Requires its workspace API token.

  • contract_create

    Create a private, reusable, versioned data contract for an AI-agent workflow. Returns a one-time access token; store it securely because it cannot be retrieved later.

  • contract_get

    Retrieve metadata and a published schema version for a private data contract. Requires its access token.

  • contract_publish

    Publish a new immutable version of an existing private data contract. Older versions remain available for reproducible validation.

  • contract_compare

    Compare two immutable versions of a private data contract and report added, removed, and changed schema paths. Useful for reviewing upstream API contract changes before publishing or upgrading an agent.

  • contract_history

    Retrieve recent validation decisions and failure evidence for a private contract. Stores only validation metadata, not customer payloads; the latest 100 events per contract are retained.

  • contract_validate

    Validate incoming JSON against a stored, versioned data contract. Detects missing, changed, or invalid upstream data before an AI agent uses it. Returns machine-readable pass/fail and evidence.

  • monitor_create

    Create a private push-monitor endpoint connected to an existing contract. Send each upstream API response to the returned HTTPS endpoint; Zorqelio validates it, records ALLOW/BLOCK evidence, and never stores the submitted payload. The monitor token is shown once.

  • monitor_status

    Retrieve health and usage counters for a private push monitor. Requires its monitor ID and one-time monitor token.

  • monitor_history

    Retrieve the recent event timeline for a private monitor, including creation, stale transitions, recovery, blocked checks, and revocation. Requires its monitor ID and one-time monitor token. Event records never contain customer payloads.

  • monitor_revoke

    Immediately revoke a private push monitor token. Future submissions to its HTTP endpoint are rejected. Requires its monitor ID and monitor token.

  • json_format

    Pretty-print and normalize JSON. Accepts JSON text and returns formatted JSON plus basic statistics.

  • json_diff

    Compare two JSON documents and return deterministic JSON Pointer paths that were added, removed, or changed.

  • json_to_csv

    Convert a JSON array of flat objects into CSV with escaped cells and a stable union of columns.

  • json_schema_validate

    Validate a JSON document against a supplied JSON Schema and return actionable validation errors.

  • data_quality_profile

    Profile a JSON dataset and report field completeness, nulls, empty values, distinct counts, type distributions, and duplicate rows. Deterministic and local to the request.

  • data_quality_check

    Run deterministic data-quality rules against one JSON object or up to 10,000 records. Checks required/non-empty fields, types, numeric ranges, allowed values, email/URL formats, and uniqueness. Returns a weighted quality score and actionable row-level issues.

  • quality_policy_get

    Retrieve a saved private data-quality policy version.

  • quality_policy_evaluate

    Evaluate one explicit saved policy version, persist sanitized results and return ALLOW, WARN or BLOCK. Reuse operationId for an exact retry.

  • quality_policy_history

    Read recent private evaluations of one saved quality policy.

  • data_normalize

    Normalize inconsistent JSON records into a predictable structure using explicit source-to-target field mappings and defaults. Deterministic; does not call an AI model.

Details

Endpointhttps://zorqelio.xyz/mcp (Streamable HTTP)
First published13 Nov 2026
Last updated13 Nov 2026
Registry nameio.github.ssitdeveloper/zorqelio

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