Rubrkit

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

• 连接方式: 在云端运行
• 传输方式: Streamable HTTP
• 分类: 搜索与 AI 记忆

安装

选择你使用的 AI 应用，然后复制设置。

通过 3/3 项检查 · 你的提问会经过开发者的服务器（www.rubrkit.com）

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

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

{
  "servers": {
    "rubrkit": {
      "type": "http",
      "url": "https://www.rubrkit.com/api/v1/mcp"
    }
  }
}

哪些应用可以使用它

依据这个服务器的连接方式和各应用自己的文档，检查于 2026年11月10日。

通过互联网连接，适用于

ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast

全部应用及其优缺点 →

它能做什么

工具名称和描述与服务器在 2026年11月10日 报告的完全一致。这些内容由作者撰写，不是我们写的；我们以纯文本形式显示。

• 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 or permanently deleted later. Requires artifact_bundles:write 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 k

• 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 true; requires files:write for API keys. mode deep starts an AI compaction job that uses credits, verifies every instructi

• 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 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_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 (repeats defaults to 3, max 5).

• 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.

• 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_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_retire_golden_case

  Retire a golden case via DELETE /api/v1/golden-cases/{goldenCaseId}. 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_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_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_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_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_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_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_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.

基础检查i

我们检查的是任何人都能看到的信息；我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月11日

• ✓ 通过

  作者与仓库一致

  注册名称已通过域名 rubrkit.com 验证（注册中心会核实域名所有权）

• … 尚未检查

  仍在维护

  我们还没有从 GitHub 读取这个仓库

• … 尚未检查

  有许可证

  我们还没有从 GitHub 读取这个仓库

• ✓ 通过

  端点有响应

  在 350 毫秒内响应（HTTP 200）

• – 不适用

  使用 OAuth 登录

  无需登录

• ✓ 通过

  工具描述中没有隐藏指令

  已读取 41 个工具描述，未发现针对 AI 的隐藏指令

用户评价

还没有评价

用 Google 登录后写评价

与“搜索与 AI 记忆”中的其他服务器比较i

• 星标数多于此分类中其他 5905 个服务器的 0%
• 发布到注册中心的时间比此分类中其他 5905 个服务器的 19% 更新
• 基础检查结果等于或优于此分类中其他 5905 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时，星标数才计入。

替代选择

同一分类中其他作者的服务器，按星标数排序。

如何看卡片：↓ 每周下载量i★ GitHub 星标i三大支柱：评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Ruflo

Agent teams, swarms, memory and hooks for Claude Code and Codex, served over MCP.

作者：ruvnet·广泛使用·↓ 7.4万/周·★ 8.1万·今天更新

在你的电脑上运行

安装

Context7

Up-to-date docs for AI agents

作者：upstash·广泛使用·↓ 125万/周·★ 6.5万·前天更新

电脑或云端

安装

Metabase

Lets AI clients search, explore, query, and visualize data in a Metabase instance.

作者：metabase·广泛使用·★ 5万·6个月前更新

在云端运行

安装

作者的 README

仓库中没有找到 README