DoableClaw Research

io.github.ikshan-ai由 GitHub 帳號 ikshan-ai 發布v1.0.0更新於 Nov 2, 2026

AI research on companies and industries — one MCP tool per research domain.

已驗證Streamable HTTP可網頁執行資料與分析商業與電商

概覽

AI 產生的概覽

遠端 MCP 伺服器,依研究領域各提供一個工具,呼叫 DoableClaw 的 AI 研究代理,對公司、產業與募資簡報做結構化調查。

可以做什麼
  • 調查公司的法律實體、人員、財務、產品、技術與客戶心聲
  • 分析市場規模與市場結構,可依公司或僅依產業進行
  • 與其他市場的可比公司對標,並整理競爭對手
  • 從募資簡報文字中擷取並查核相關說法
  • 查詢目前驗證身分與點數價格表
適用情境
適合需要助理對指定公司、某個產業或一份募資簡報產出結構化盡職調查或市場研究,並願意依次以 DoableClaw 點數付費的情境。
執行需求
遠端 Streamable HTTP 端點,無需本機安裝套件。需要 DoableClaw 帳號,並以 Authorization Bearer 權杖方式提供 API 金鑰。僅支援 stdio 的用戶端需透過 mcp-remote 之類的橋接工具。需能連線至該託管端點。
安裝前請注意
每次研究呼叫都會消耗 DoableClaw 帳號點數,其中 competitive 的費用遠高於其他工具;超出餘額的呼叫會被拒絕。API 金鑰僅顯示一次,須妥善保管;金鑰撤銷後會立即回傳 401。研究目標與簡報文字會傳送給第三方服務。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 DoableClaw Research,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/io.github.ikshan-ai%2Fdoableclaw-mcp/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": {
    "doableclaw-research": {
      "type": "http",
      "url": "https://ikshan-be-prod-6gbup6suoq-el.a.run.app/mcp/research-v4"
    }
  }
}

README

DoableClaw Research MCP

An MCP server exposing DoableClaw's AI research agent — one tool per research domain, callable individually against a company, an industry, or a pitch deck. Backed by doableclaw.com.

  • Server: https://ikshan-be-prod-6gbup6suoq-el.a.run.app/mcp/research-v4
  • Transport: Streamable HTTP
  • Auth: Authorization: Bearer <token> — see Getting a token
  • Registry entry: io.github.ikshan-ai/doableclaw-mcp

Tools

Each tool runs one research agent standalone. Most take company_name and/or root_url (at least one required); identity is run automatically by any tool that needs it, so you don't call it yourself unless identity is all you want. Every call costs credits from your DoableClaw account — see cost below.

ToolWhat it researchesCredits
deckExtract and verify claims from a pitch deck's text1
identityLegal entity, licenses/registrations, operating footprint2
marketMarket size/segments/regulatory factors — works company-scoped or industry-only3
brand_signalMedia coverage, social presence, hiring signals, growth proxy3
market_structureMarket players, share, demand signals, value chain3
technologyTech stack, AI/ML capabilities, infrastructure, patents, trademarks4
productProducts, pricing plans, product gaps4
peopleFounders, leadership, headcount trend, key-person risk4
financialFunding history, inferred financial metrics5
customer_voiceReviews, success stories, sentiment, pain points, ICP5
global_benchmarkComparable companies in other markets, each profiled via nested research — cost varies a lot with how many analogs get found6
competitiveCompetitors, competitive landscape — the most expensive tool by a wide margin, since profiling each competitor runs a full nested research pass18
whoamiWho you're authenticated as, plus the credit cost table0

Costs are set from measured median LLM/tool spend per agent across real research runs, including the identity (and, where relevant, product) resolution every standalone call re-runs from scratch — competitive costs what it does because profiling each competitor genuinely re-runs identity/product/people/etc. research against that competitor.

market is the only tool that works with no company at all — pass just industry (optionally geography) for an industry-wide view.

deck takes deck_text (the deck's extracted text) instead of a company.

Every other tool takes:

  • company_name — the company's name
  • root_url — the company's website

At least one of company_name/root_url is required.

Tool output is JSON (not prose) — the point of calling one of these is the structured research data, not a chat reply.

Getting a token

  1. Sign in at doableclaw.com, then go to Account → API Access (doableclaw.com/account/api-keys).
  2. Enter a label (e.g. "my laptop") and click Create Key. The plaintext token is shown once — copy it immediately, it can't be retrieved again. It looks like dcresearch_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx.
  3. The same page shows your mcp_research_api credit balance and a Buy credits button if you're out.

Revoke a key any time from the same page — an MCP client using a revoked key starts getting 401s immediately.

Prefer the API directly (e.g. for scripting key rotation)? The page is a thin client over:

bash
# List your keyscurl -s https://ikshan-be-prod-6gbup6suoq-el.a.run.app/api/v1/account/mcp/research-v4/tokens \  -H "Authorization: Bearer <your doableclaw.com session token>"
# Create onecurl -s -X POST https://ikshan-be-prod-6gbup6suoq-el.a.run.app/api/v1/account/mcp/research-v4/tokens \  -H "Authorization: Bearer <your doableclaw.com session token>" \  -H "Content-Type: application/json" \  -d '{"label": "my laptop"}'
# Revoke onecurl -s -X DELETE https://ikshan-be-prod-6gbup6suoq-el.a.run.app/api/v1/account/mcp/research-v4/tokens/<id> \  -H "Authorization: Bearer <your doableclaw.com session token>"

The "session token" here is your doableclaw.com login JWT, not the dcresearch_... MCP key itself — these endpoints are how the account page manages MCP keys, not something an MCP client calls.

Client setup

Most MCP clients speak stdio, not remote HTTP directly — bridge with mcp-remote:

json
{  "mcpServers": {    "doableclaw-research": {      "command": "npx",      "args": [        "-y", "mcp-remote",        "https://ikshan-be-prod-6gbup6suoq-el.a.run.app/mcp/research-v4",        "--header", "Authorization:Bearer ${DOABLECLAW_MCP_TOKEN}"      ]    }  }}

Set DOABLECLAW_MCP_TOKEN in your environment, or hardcode the token in place of ${DOABLECLAW_MCP_TOKEN} (less safe — avoid committing it anywhere). Restart your client fully after editing its config.

Credits and pricing

Every call is metered against your DoableClaw account's credit balance for the mcp_research_api capability — the same credits system used for other paid features. A call that would exceed your balance is refused before any research runs (nothing is charged). Check your balance and buy more from Account → API Access on doableclaw.com.

Status

v1.0.0 — first public release. synthesis (the full-pipeline join step) and the underlying skill-level primitives are intentionally not exposed as separate tools; the 12 agents above are the supported granularity.

Support

Issues and questions: open a GitHub issue on this repo.

來源:README.md,提交 59ab249

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

1
  1. v1.0.0最新Sep 16, 2026

評分

已滿足適用檢查項的 75%

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

    請在儲存庫或註冊中心條目中宣告授權條款。