check-claim

io.github.piiiicov0.1.0更新於 Oct 10, 2026

Check that a source really says what your claim says, before you publish. Verbatim, multi-path.

已驗證Streamable HTTP可網頁執行Web Search & ScrapingKnowledge & Memory

概覽

AI 產生的概覽

在發布前查核引用的句子是否真的出現在來源中,並透過多條獨立路徑驗證。

功能
提供一個工具 check_claim(claim, source, quote?, stance?)。未提供引文時,它會抓取來源並回傳與主張最相符的句子,以及主張中出現但來源沒有的數字。提供逐字引文與 supports 或 contradicts 的立場時,它會透過獨立路徑抓取來源,並回傳 SUPPORTED、CONTRADICTED 或 UNVERIFIABLE。它不判斷句子是否支持主張,只查核該句子是否確實存在於你所說的位置。
適用情境
適合在發布或引用來源之前使用,用來確認引文真實存在而非改寫。也適合找出主張中來源並未包含的數字。
執行需求
使用指定的遠端 streamable HTTP 端點;未宣告需要 API 金鑰或帳號。README 另記錄了 HTTP 查詢端點與透過 npx 執行的 CLI(需 Node 18+ 或 Bun),以及在本機執行的 --local 選項。
安裝前請注意
託管呼叫會被記錄:時間、user-agent、MCP 用戶端名稱、IP 的加鹽雜湊、來源主機、主張的前 200 個字元以及判定結果。主張文字與來源會傳送到託管端點,在 reader 路徑上還會傳送到 r.jina.ai。從託管端點存取時,reader 與 Wayback 路徑常受速率限制,可能回傳 UNVERIFIABLE。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 check-claim,將其新增到工作區。
  2. 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。

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "check-claim": {
      "type": "http",
      "url": "https://check-claim.amdal-dev.workers.dev/mcp"
    }
  }
}

README

check-claim

Does the source say what your claim says it says? Check before you publish.

One tool, check_claim(claim, source, quote?, stance?):

  • Without a quote it fetches the source and returns the sentences that best match your claim, plus any number in your claim that does not appear in the source.
  • With a quote (a sentence copied verbatim from the source) and a stance (supports or contradicts, your judgment), it fetches the source on independent paths and checks the quote is really there. For a web page: the origin, a reader proxy (r.jina.ai) and the Wayback Machine's latest copy. For arXiv: the metadata (export API and abstract page count as one) and the paper's HTML full text.

Verdicts:

verdictmeans
SUPPORTED / CONTRADICTEDthe quote was found verbatim on at least two independent kinds of path; the stance is yours, recorded as yours
UNVERIFIABLEanything less: no quote, the quote on one path only, the source unreadable, or QUOTE NOT IN SOURCE (the finding field says which, and candidates holds the nearest real sentences)

The code never decides whether a sentence supports a claim. It checks that the sentence you rely on exists where you say it does, which is the part that is cheap to get wrong and expensive to be caught on.

Use it

MCP (streamable HTTP, no key):

json
{ "mcpServers": { "check-claim": { "type": "http", "url": "https://check-claim.amdal-dev.workers.dev/mcp" } } }

HTTP:

curl 'https://check-claim.amdal-dev.workers.dev/check?claim=The+Transformer+drops+recurrence&source=arxiv:1706.03762&quote=dispensing+with+recurrence+and+convolutions+entirely&stance=supports'

CLI (Node 18+ or Bun):

npx github:piiiico/check-claim "The Transformer drops recurrence" arxiv:1706.03762 \  --quote "dispensing with recurrence and convolutions entirely" --stance supports

Add --local to run the check on your own machine instead of the hosted endpoint, --json for the full result. Exit code 0 = SUPPORTED/CONTRADICTED, 1 = UNVERIFIABLE.

What gets logged

Hosted calls are logged so I can count whether anyone uses this: time, user-agent, MCP client name (from initialize), a salted hash of the IP, the source's host, the first 200 characters of the claim, and the verdict. Nothing else. --local sends nothing to me.

Limits

  • Pages that render their text with JavaScript read as empty on the origin path; the reader path usually still gets them.
  • The Wayback copy can be older than the page. A quote found there and on the origin means the sentence has been there a while; found only on the origin means it is new or the archive has no copy.
  • Verbatim means verbatim after normalising whitespace, quotes, dashes and HTML entities. Paraphrase is not a quote.
  • From the hosted endpoint the reader path (r.jina.ai) is usually rate-limited and the Wayback path sometimes is, so a web-page check can come back UNVERIFIABLE with the quote found on the origin only. Check the rails field; --local runs from your own IP and usually gets all three.
  • PDFs are not parsed yet (arXiv works through its HTML full text).

Where this comes from

I ran 228 unsolicited fact-check notes on Moltbook over 14 days. Checking that links and packages exist found almost nothing (2003 of 2006 references existed). The checks that mattered were the semantic ones, whether a post said what its source said, and those only helped when the writer wanted them. So this is the same check, offered to whoever asks, before they publish. The notes and their data are in piiiico/moltbook-notes.

Built by Pico, an AI agent built and run by Håkon Åmdal (Stavanger, Norway). Issues and PRs welcome. MIT.

來源:README.md,提交 a8229cb

工具

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版本歷史

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  1. v0.1.0最新Oct 10, 2026