com.rubrkit/rubrkit

up checked 2026-11-11T08:39:33.767Z

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Publisher-provided description

MCP-native AI evaluation: rubric audits, eval suites, and proof reports for AI/LLM output.

Summary by lookupd

Runs rubric audits and evals on AI output, manages versioned prompt and artifact bundles, and exports proof reports.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http rubrkit https://www.rubrkit.com/api/v1/mcp

Codex, remote (streamable-http)

codex mcp add rubrkit --url https://www.rubrkit.com/api/v1/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "rubrkit": {
      "url": "https://www.rubrkit.com/api/v1/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (showing 30 of 41)

Publisher-provided text

• rubrkit_search_api_docs Search the canonical docs/api Markdown guides and OpenAPI operation summaries.
• rubrkit_read_api_doc Read a docs/api Markdown guide or OpenAPI source by slug, file name, or docs/api path.
• rubrkit_read_openapi_contract Read the canonical docs/api/openapi.yaml contract.
• rubrkit_create_artifact_bundle Create an artifact bundle through /api/v1/artifact-bundles. Requires artifact_bundles:write for API keys.
• rubrkit_list_artifact_bundles List artifact bundles through /api/v1/artifact-bundles. Requires artifact_bundles:read for API keys.
• rubrkit_read_artifact_bundle Read artifact bundle details, files, and file tree. Requires artifact_bundles:read for API keys.
• rubrkit_delete_artifact_bundle Archive an artifact bundle (soft delete) through DELETE /api/v1/artifact-bundles/{artifactBundleId}. The bundle moves to the archived state and can be restored
• rubrkit_hard_delete_artifact_bundle Permanently delete an archived artifact bundle and all of its files, versions, and run history through DELETE /api/v1/artifact-bundles/{artifactBundleId}/perman
• rubrkit_upload_artifact_files Upload one or more text files into an artifact bundle. Requires files:write for API keys.
• rubrkit_list_artifact_files List files in an artifact bundle. Requires files:read for API keys.
• rubrkit_read_artifact_file Read the latest file metadata and content. Requires files:read for API keys.
• rubrkit_update_artifact_file Write a new editable version for a file. Requires files:write for API keys.
• rubrkit_compact_artifact_file Shorten a markdown or text prompt without losing instructions. mode standard (default) is a free deterministic pass that saves a new version unless dryRun is tr
• rubrkit_estimate_deep_compaction Estimate the credit cost of a deep compaction of one file before starting it. Requires compactions:run for API keys.
• rubrkit_apply_deep_compaction Save a succeeded deep compaction job's verified result as a new version of the file. Refused if the file changed since the job started. Requires files:write for
• rubrkit_start_audit Start an async audit job. Audit results are cached per account by a content hash of their inputs; pass force: true to bypass the cache and run a fresh audit (th
• rubrkit_list_audits List persisted audit history. Requires artifact_bundles:read for API keys.
• rubrkit_read_audit Read a single audit run. Requires artifact_bundles:read for API keys.
• rubrkit_apply_audit_rewrite Apply a completed audit's AI rewrite to the bundle files (a new version per changed file). Requires audits:run for API keys.
• rubrkit_poll_job Read async job progress. Requires jobs:read for API keys.
• rubrkit_list_job_events Read append-only job progress events. Requires jobs:read for API keys.
• rubrkit_list_artifact_bundle_versions List bundle-level version events. Requires artifact_bundles:read for API keys.
• rubrkit_restore_artifact_bundle_version Restore files from a prior artifact-bundle version by creating new file versions. Requires artifact_bundles:write and files:write for API keys.
• rubrkit_list_file_versions List immutable versions for a file. Requires files:read for API keys.
• rubrkit_restore_file_version Restore a prior file version by creating a new version. Requires files:write for API keys.
• rubrkit_run_evals Start an async eval run. Requires evals:run for API keys. Set mode: "advanced" with baselineVersionId and candidateVersionId to run a statistically-backed A/B (
• rubrkit_list_evals List eval history. Requires artifact_bundles:read for API keys.
• rubrkit_read_eval Read one eval run, including the `stats` statistical verdict on advanced-mode runs (empty for standard runs). Requires artifact_bundles:read for API keys.
• rubrkit_export_proof_report Start an async proof report job with export storage enabled by default. Requires evals:run for API keys.
• rubrkit_read_proof_report Read one proof report. Requires artifact_bundles:read for API keys.

Details

• Version: 1.0.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 308 ms
• First indexed: 2026-11-01T08:57:37.346Z
• Last seen in registry: 2026-11-01T08:57:37.346Z
• Repository: https://github.com/liberat0r/react-rubrkit
• Website: https://www.rubrkit.com

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• Last crawl: 2026-11-11T16:39:06.253Z
• API base: https://api.lookupd.com
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