WhitePact

io.github.Guruprasath-Annadurai由 GitHub 帳號 Guruprasath-Annadurai 發布v1.2.3更新於 Nov 2, 2026

AI governance MCP server: trust scoring, guardrails, bias/hallucination detection, compliance.

已驗證Streamable HTTP可網頁執行安全與監控AI 與機器學習

概覽

AI 產生的概覽

WhitePact 是一個 AI 治理 MCP 伺服器,為代理行為提供信任評分、護欄、偏誤與幻覺風險訊號以及合規對應。

可以做什麼
  • 對代理提出的操作執行執行期治理判定,結果包括允許、遮蔽後允許、需核准、拒絕與隔離
  • 進行 AI 信任與風險評估,涵蓋信任評分、護欄、偏誤評估與幻覺風險訊號
  • 將結果對應到合規要求,並保留治理決策紀錄以供稽核與複核
  • 支援敏感操作的授權委派與人工核准,並提供成本意識、漂移監控與評估工具
適用情境
當你希望在 AI 代理提出操作與實際執行之間加入政策與核准層,或需要留存信任、偏誤、幻覺風險與合規評估紀錄以供複核時,值得考慮。它只是額外的治理層,不能取代安全的應用程式設計。
執行需求
可使用託管的遠端端點,需在 Authorization 標頭中提供 bearer API 金鑰,金鑰需在建立免費組織後從 WhitePact 主控台取得;也可使用本機 PyPI 套件 rai-governance-platform(Python 3.11+,透過 mcp 附加元件提供 MCP 支援,以 uvx 執行)。選用環境變數 RAI_MCP_LOG_LEVEL。README 建議在使用前驗證本機服務、身分驗證與相依套件,並檢查遠端連線是否可用。
安裝前請注意
託管端點需要以 bearer 權杖形式在 Authorization 標頭中傳送 API 金鑰,應視為機密。README 說明更廣泛的企業執行環境仍在進行安全與整合資格驗證,尚未授權全球企業正式部署,並提醒目錄收錄不代表服務可用性或正式上線就緒。它也建議不要僅因端點出現在目錄中,就向其傳送正式環境資料、憑證或具後果的指令。治理判定可能拒絕、隔離或要求核准某些操作。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 WhitePact,將其新增到工作區。
  2. 連接 Authorization token 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.Guruprasath-Annadurai%2Fwhitepact/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "whitepact": {
      "type": "http",
      "url": "https://whitepact-mcp-http.onrender.com/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

README

WhitePact

Intelligence may propose. WhitePact decides.

Runtime governance and assurance for AI agents, automated workflows and MCP-connected systems.

Python package · MCP Registry · Smithery listing · Report a security issue


Why WhitePact?

AI agents do more than generate text. They call tools, access information and propose actions that can change real systems.

An AI model proposing an action is not the same as an authorized system permitting that action.

WhitePact is designed to help developers put policy, identity, approvals, risk assessment and accountable evidence between an autonomous agent's proposal and its execution. It is an additional governance layer—not a substitute for secure application design or a guarantee that every AI risk can be eliminated.

What WhitePact covers

AreaWhat it is intended to help with
Runtime governanceFive structured decision outcomes: ALLOW, ALLOW_WITH_REDACTION, REQUIRE_APPROVAL, DENY and QUARANTINE.
Delegated authority & human approvalExplicitly limit sensitive operations and involve authorized reviewers.
Evidence & auditabilityPreserve governance decision records for investigation and review.
MCP and agent integrationsBring governance checks into compatible tool and agent workflows.
AI trust & risk assessmentsTrust scoring, guardrails, bias evaluation, hallucination-risk signals and compliance mapping.
Operational insightCost awareness, drift monitoring, incident-oriented assessment and evaluation tooling.

These are product areas and published software capabilities, not a claim that every component is deployed, externally audited or generally available as an enterprise service. Feature availability depends on the particular released package and deployment.

Start with the published open-source package

The existing package is distributed on PyPI as rai-governance-platform, with Python 3.11+ support. The historical distribution and import names are retained for compatibility; WhitePact is the product name.

Latest PyPI release verified on 1 November 2026: 1.2.6, released 30 August 2026.

bash
python -m pip install "rai-governance-platform==1.2.6"

For developer-facing MCP support, the published distribution declares an mcp optional dependency group:

bash
python -m pip install "rai-governance-platform[mcp]==1.2.6"

The package documentation identifies whitepact-mcp as a self-hosted MCP entry point. Configure and validate the appropriate local service, authentication and dependencies for your environment before using it with an MCP client.

See the published PyPI release for the actual distribution files, package metadata, supported extras, provenance and accompanying open-source license.

Important: Self-hosted package availability does not prove the availability of a separate hosted MCP service. Public directory listings may contain stale or unreachable endpoints. Check live connectivity and authentication before relying on any remote connection.

The open-source / enterprise separation

WhitePact follows a separated publication model:

Public materialsPrivate or restricted materials
This product overview and approved public documentationUnreleased enterprise platform source
Previously published PyPI distributions under their accompanying licensesPrivileged runtime authority and operational integrations
Explicitly approved open-source SDKs or client components, if separately publishedPrivate deployment, infrastructure and security evidence
Public installation, contact and distribution informationCredentials, customer data and internal incident records

This is a documentation repository, not the WhitePact enterprise source repository. It must not contain private source code, internal configuration, security reports, tokens, proprietary deployment files or confidential customer information.

Past MIT-licensed open-source releases retain the rights provided by the licenses under which they were distributed. Making a development repository private does not retroactively remove those rights or recall copies already distributed.

Current product readiness

Status as of 1 November 2026: The broader WhitePact enterprise runtime is still undergoing security and integration qualification. Global enterprise production deployment has not been authorized.

Successful component tests, a published package, badges or an MCP listing must not be treated as an end-to-end security certification or proof of production readiness.

Users may evaluate the published open-source package according to its release-specific documentation and license. No claim is made here that a new enterprise hosted service, production identity-verification workflow or public SaaS launch is generally available.

Integration ecosystem

WhitePact has a published MCP-related software offering and third-party directory listings. Listings establish discoverability, not service uptime or production acceptance.

Do not send production data, credentials or consequential instructions to an endpoint solely because it appears in a directory.

Responsible security reporting

Please do not publish exploitable vulnerability details, private tokens or customer information in public issues. Contact WhitePact security with a concise impact statement and safe reproduction details. This repository's public issues are for documentation and product-discovery matters only.

Licensing and rights

The published rai-governance-platform release is distributed under the MIT License. See the license included with the specific distributed software.

This public documentation repository does not grant a license to any privately held, unpublished implementation, and it does not change licenses already granted for previously released source or packages. Product and brand use may be governed separately from software copyright licenses.


Govern the action. Preserve the evidence. Keep authority explicit.

來源:README.md,提交 bf31d34

工具

0
SourceWeft 尚未讀取此伺服器的工具。

版本歷史

1
  1. v1.2.3最新Sep 16, 2026

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