hedwigai

com.hedwigai由 hedwigai.com 發布官方發布者v1.3.2更新於 Nov 12, 2026

The system of record for your agent: workbooks it reads and writes, with sources, kept current.

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取金融資料與分析

概覽

AI 產生的概覽

託管式研究 MCP，其技能把關於公司、市場與人物的問題轉成附來源引用的答案，並寫入智慧代理可讀寫、持續更新的工作簿。

可以做什麼
  • 研究公司、市場與人物，每項結論都附來源引用
  • 取得網站流量、Google 排名、招募、發布、Form D 募資、SEC 文件、FDA 紀錄、海關貨運、租金與模型價格
  • 建立並維護由研究流程寫入、引用並保持更新的工作簿
  • 讀寫 Excel 檔案並重算公式，把 LaTeX、Typst 或 Markdown 編譯成 PDF
  • 用 Crossref 與網路核對論文中的參考文獻
  • 產生潛在客戶名單並檢查郵件送達設定
適用情境
適合需要一手來源與引用的盡職調查報告、競品拆解、客戶研究與市場比較。也適合維護持續更新的研究工作簿，以及核查學術寫作中的參考文獻。
執行需求
遠端 streamable HTTP 端點，不需本機套件。第一次呼叫工具時需以 OAuth 2.1 與 PKCE 登入（僅列出工具不需登入）。需要 hedwigai 帳號；研究執行與計量資料程式會消耗帳號額度。
安裝前請注意
研究執行與計量資料程式會消耗付費帳號額度，讀取、搜尋與編輯工作簿則免費。工具會寫入與修改工作簿及 Excel 檔案，並可產生客戶名單與郵件草稿。查詢與資料會傳送到 hedwigai 託管服務，其原始碼未公開。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 hedwigai，將其新增到工作區。
  2. 連接 所需的 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/com.hedwigai%2Fhedwigai/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。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "hedwigai": {
      "type": "http",
      "url": "https://mcp.hedwigai.com/"
    }
  }
}

README

hedwigai skills

[skills.sh] [mcptry] [MCP Registry] [Claude connector] [Glama] [mcp.so] [License]

Skills for AI agents that turn questions about companies, markets and people into answers grounded in primary records — web traffic and Google rankings, leads and checked emails, hiring, raises, launches, social posts, SEC filings, FDA records, US customs shipments, rents, model prices — with a source cited for every claim. They also check the references in a thesis or paper.

They run on the hedwigai MCP. Larger jobs become workbooks: living documents that a research run writes, cites and keeps current, and that tell you when a cited source changes.

Skills

SkillUse it for
hedwigaiWhen to reach for hedwigai, and which skill answers which question
company-signalsWhat a company is doing now — traffic, rankings, hiring, raises, launches, liens — for competitor teardowns and account research
web-trafficEstimated monthly Google organic visits for up to 1,000 domains at once
seo-rankingsWhere a site ranks on Google for each keyword, who is above it, and the history
lead-listsCompanies matching a description, who holds a role, checked work emails, and drafts that are never sent
hiring-signalsLive job posts for a role this month, and sponsored-hiring filings with wages and new seats
launch-signalsNew subdomains, trademark applications, FCC and FDA device registrations — launches before they're announced
form-d-raisesPrivate funding rounds from SEC Form D, including this month's filings
social-listeningPosts, profiles, comments and search on X, LinkedIn, Instagram and YouTube
sec-filings10-K, 10-Q and 8-K text, filing lists, financials, public float and 13F holders
fda-lookupDrug labels, approvals and patents; medical device establishment registrations
biotech-diligenceDiligence memos on biotech companies: pipeline, lead program data, competitors, PTRS and landscape
us-importersUS importers, their overseas suppliers and shipments from customs bills of lading
new-venue-openingsBars, restaurants and food shops newly licensed to open in Chicago, New York, Colorado and Missouri
trucking-fleetsUS motor carriers, new fleets since a date, and fleets that changed size
rental-marketRent comps in a US ZIP or Indian city, rent history, HUD AMI limits and census tract data
airport-trafficEvery flight movement at an airport on a day, by terminal and hour
llm-pricesWhat every provider charges for current language models, cheapest first
email-deliverabilityA domain's SPF, DKIM, DMARC policy, MX and registration age
package-adoptionnpm downloads and GitHub stars, issues and last push
latex-papersCompile LaTeX, Typst or Markdown to a PDF from the agent, with journal classes and BibTeX, and fix compile errors without pasting them back
reference-checkerEvery reference in a thesis or paper looked up in Crossref and on the web, and each citing sentence read against the work it cites
cited-web-researchWeb search and reading with every cited page and PDF held under its own link
excel-workbooksRead and edit Excel files with formulas recalculated and references kept
edi-remittanceX12 820 remittance and 812 adjustment files as CSV with reason codes

Install

Claude Code — adds the skills and the hedwigai MCP together:

/plugin marketplace add un-seen/hedwigai-skills/plugin install hedwigai@hedwigai

You'll be asked to sign in to hedwigai the first time a skill calls the MCP.

Claude (web, desktop, mobile) — connect hedwigai from the connector directory, then ask for what you need, for example "Write a diligence memo on Alterity Therapeutics" or "Compare the organic traffic and recent raises of these five competitors".

Codex, Cursor and other agents — install the skills with the skills CLI:

npx skills add un-seen/hedwigai-skills

then add https://mcp.hedwigai.com/ as a remote MCP server in that agent. To install one skill, add --skill company-signals (or any name from the table).

Any other MCP client — add https://mcp.hedwigai.com/ as a remote MCP server. The SKILL.md files are plain Markdown and work as instructions for any agent.

The MCP server

Everything here runs on one remote MCP server, https://mcp.hedwigai.com (streamable HTTP, protocol 2025-06-18), published in the official MCP Registry as com.hedwigai/hedwigai — its entry is mcp/server.json.

  • Sign-in: OAuth 2.1 with PKCE, against https://identity.hedwigai.com; clients discover it from /.well-known/oauth-protected-resource. Listing the tools needs no sign-in; calling one does.
  • Tools: 20, documented in docs/tools.md, generated from the live tools/list.
  • Connect: Claude (connector directory), ChatGPT, Cursor, Claude Code (claude mcp add --transport http hedwigai https://mcp.hedwigai.com), Codex, VS Code or any MCP client that speaks streamable HTTP — see hedwigai.com/agents.

The server itself is hosted by hedwigai; its source is not public. This repository is its public face: the registry entry, the tool reference, and the skills that use it.

What it costs

Reading, searching and editing workbooks is free. Research runs and metered data programs draw on your hedwigai account's credits; your first workbook is covered by sign-up credit. See hedwigai.com.

See it work

Contributing

Issues and pull requests are welcome. Each skill is one folder under plugins/hedwigai/skills/ holding a SKILL.md. Keep descriptions specific about when the skill applies, and have skills look things up through the MCP rather than answer from memory.

License

MIT

來源：README.md，提交 9554edd

工具

0
該伺服器需要登入，因此 SourceWeft 無法在沒有帳號的情況下讀取其工具，也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

5
  1. v1.3.2最新Nov 12, 2026
  2. v1.3.0Nov 11, 2026
  3. v1.2.0Oct 15, 2026
  4. v1.1.1Oct 14, 2026
  5. v1.0.0Sep 29, 2026

評分

已滿足適用檢查項的 85%

該評分衡量此收錄條目的完整程度，依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價，也不表示伺服器安全或目前可用：可連通性是帶日期的檢查結果，評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具15 分

    請讓伺服器在無憑證時回應 tools/list，或發布可在沙箱中無憑證啟動的軟體包。

  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分