bots.st/rubrkit

rubrkit

Create and manage evaluation rubrics

1924 ms

answered our call 8 Nov, 02:32 UTC

State: Answered
Protocol: MCP 2025-06-18
Tools listed: 41
Answered: 3 of the last 3 calls

How to reach it

MCP, HTTPhttps://www.rubrkit.com/api/v1/mcp

What it can do

Tool	What it says it does
`rubrkit_add_golden_case`	Add a golden case (a real edge-case input with a confirmed-correct output) to an artifact bundle via POST /api/v1/artifact-bundles/{artifactBundleId}/golden-cases. Requires artifact_bundles:write 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_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 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 true; requires files:write for API keys. mode deep starts an AI compaction job that uses credits, verifies every instruction was kept, and…
`rubrkit_create_artifact_bundle`	Create an artifact bundle through /api/v1/artifact-bundles. Requires artifact_bundles:write for API keys.
`rubrkit_create_drift_monitor`	Create a drift monitor pinned to a file version via POST /api/v1/artifact-bundles/{artifactBundleId}/drift-monitors. Requires artifact_bundles:write 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 or permanently deleted later. Requires artifact_bundles:write for API keys.
`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_export_proof_report`	Start an async proof report job with export storage enabled by default. Requires evals:run for API keys.
`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}/permanent. This is irreversible and only works on bundles that are already archived. Requires artifact_bundles:write for API keys.
`rubrkit_list_artifact_bundle_versions`	List bundle-level version events. Requires artifact_bundles:read for API keys.
`rubrkit_list_artifact_bundles`	List artifact bundles through /api/v1/artifact-bundles. Requires artifact_bundles:read for API keys.
`rubrkit_list_artifact_files`	List files in an artifact bundle. Requires files:read for API keys.
`rubrkit_list_audits`	List persisted audit history. Requires artifact_bundles:read for API keys.
`rubrkit_list_drift_monitors`	List the drift monitors for an artifact bundle via /api/v1/artifact-bundles/{artifactBundleId}/drift-monitors. Requires artifact_bundles:read (or artifacts:pull) for API keys.
`rubrkit_list_evals`	List eval history. Requires artifact_bundles:read for API keys.
`rubrkit_list_file_versions`	List immutable versions for a file. Requires files:read for API keys.
`rubrkit_list_golden_cases`	List the golden cases for an artifact bundle via /api/v1/artifact-bundles/{artifactBundleId}/golden-cases. Requires artifact_bundles:read (or artifacts:pull) for API keys.
`rubrkit_list_job_events`	Read append-only job progress events. Requires jobs:read for API keys.
`rubrkit_poll_job`	Read async job progress. Requires jobs:read for API keys.
`rubrkit_read_api_doc`	Read a docs/api Markdown guide or OpenAPI source by slug, file name, or docs/api path.
`rubrkit_read_artifact_bundle`	Read artifact bundle details, files, and file tree. Requires artifact_bundles:read for API keys.
`rubrkit_read_artifact_file`	Read the latest file metadata and content. Requires files:read for API keys.
`rubrkit_read_audit`	Read a single audit run. Requires artifact_bundles:read for API keys.
`rubrkit_read_drift_observations`	List the recorded observations for a drift monitor via /api/v1/drift-monitors/{driftMonitorId}/observations. Requires artifact_bundles:read (or artifacts:pull) 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_read_input_drift`	Compare recent production inputs against a prior reference window (population stability index) for an artifact bundle via GET /api/v1/artifact-bundles/{artifactBundleId}/drift/input. Requires artifact_bundles:read (or artifacts:pull) for API keys.
`rubrkit_read_openapi_contract`	Read the canonical docs/api/openapi.yaml contract.
`rubrkit_read_proof_report`	Read one proof report. Requires artifact_bundles:read for API keys.
`rubrkit_read_validity_drift`	Correlate rubric scores against recorded outcome metrics for an artifact bundle to check whether the rubric is still predictive via GET /api/v1/artifact-bundles/{artifactBundleId}/drift/validity. Requires artifact_bundles:read (or artifacts:pull) for API keys.
`rubrkit_record_outcome`	Record a production outcome event (input feature, metric, and/or label) for an artifact bundle via POST /api/v1/artifact-bundles/{artifactBundleId}/outcomes. Requires artifact_bundles:write 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_restore_file_version`	Restore a prior file version by creating a new version. Requires files:write for API keys.
`rubrkit_retire_golden_case`	Retire a golden case via DELETE /api/v1/golden-cases/{goldenCaseId}. Requires artifact_bundles:write for API keys.
`rubrkit_run_drift_check`	Queue a drift check immediately instead of waiting for the monitor's schedule, via POST /api/v1/drift-monitors/{driftMonitorId}/check. The first check on a new monitor calibrates its baseline. Costs one audit per repeat. Requires artifact_bundles: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 (repeats defaults to 3, max 5).
`rubrkit_search_api_docs`	Search the canonical docs/api Markdown guides and OpenAPI operation summaries.
`rubrkit_set_drift_monitor_status`	Pause or resume a drift monitor via PATCH /api/v1/drift-monitors/{driftMonitorId}. Requires artifact_bundles:write for API keys.
`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 (the same as the CLI's --no-cache flag). Requires audits:run for API keys.
`rubrkit_update_artifact_file`	Write a new editable version for a file. Requires files:write for API keys.
`rubrkit_upload_artifact_files`	Upload one or more text files into an artifact bundle. Requires files:write for API keys.

In its maker's words

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

Website: www.rubrkit.com
Source: github.com/liberat0r/react-rubrkit
Publisher: rubrkit.com
Listed from: the official MCP Registry as com.rubrkit/rubrkit
Version: 1.0.0, updated 29 Jun 2026
Kinds of work: AI models and agent tools, Data and databases, Documents and files

The domain it lives on

rubrkit.com: registered 9 Jun 2026 (5 months ago), at Porkbun LLC, its home page is a working site

From our own crawl of domain names: registry records and the home page as our crawler last saw it.

Every call we made

When	What happened	Time
8 Nov, 02:32 UTC	Answered	1924 ms
7 Nov, 23:10 UTC	Answered	1797 ms
7 Nov, 21:28 UTC	Answered	1025 ms

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