
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.
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
在 SourceWeft 中
- 開啟 儀表板中的 DoableClaw Research,將其新增到工作區。
- 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。
- 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。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.
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 nameroot_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
- Sign in at doableclaw.com, then go to Account → API Access (doableclaw.com/account/api-keys).
- 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. - The same page shows your
mcp_research_apicredit 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:
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:
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版本歷史
1- v1.0.0最新Sep 16, 2026
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