DoableClaw Research

io.github.ikshan-ai由 GitHub 账号 ikshan-ai 发布v1.0.0更新于 Nov 2, 2026

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

已验证Streamable HTTP可网页运行数据与分析商业与电商

概览

AI 生成的概览

远程 MCP 服务器,按研究领域各提供一个工具,调用 DoableClaw 的 AI 研究代理,对公司、行业和路演材料做结构化调研。

可以做什么
  • 调研公司的法律实体、人员、财务、产品、技术与客户声音
  • 分析市场规模与市场结构,可按公司或仅按行业进行
  • 与其他市场的可比公司对标,并梳理竞争对手
  • 从路演材料文本中提取并核实相关说法
  • 查询当前认证身份与积分价格表
适用场景
适合需要助手对指定公司、某个行业或一份路演材料产出结构化尽职调查或市场研究,并愿意按次以 DoableClaw 积分付费的场景。
运行要求
远程 Streamable HTTP 端点,无需本地安装包。需要 DoableClaw 账号,并以 Authorization Bearer 令牌方式提供 API 密钥。仅支持 stdio 的客户端需借助 mcp-remote 之类的桥接工具。需能访问该托管端点。
安装前请注意
每次研究调用都会消耗 DoableClaw 账号积分,其中 competitive 的费用远高于其他工具;超出余额的调用会被拒绝。API 密钥仅显示一次,须妥善保管;密钥被吊销后立即返回 401。研究目标与路演文本会发送给第三方服务。

安装

在 SourceWeft 中

  1. 打开 控制台中的 DoableClaw Research,将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储,绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.ikshan-ai%2Fdoableclaw-mcp/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "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.

来源:README.md,提交 59ab249

工具

0
该服务器需要登录,因此 SourceWeft 无法在没有账号的情况下读取其工具,也未收录。已连接账号所能看到的内容可能因账号及其权限而异。

版本历史

1
  1. v1.0.0最新Sep 16, 2026

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