Agent Toolbelt Mcp

io.github.marras0914由 GitHub 帳號 marras0914 發布v1.0.0更新於 Oct 24, 2026

19 focused API tools for AI agents: contract review, prompt optimizer, context packing, and more.

概覽

AI 產生的概覽

本機 MCP 伺服器,透過 Agent Toolbelt API 提供股票研究與通用實用工具,結合即時行情資料與 AI 綜合分析。

可以做什麼
  • 研究美股:投資論點、財報歷史、內部人 Form 4 訊號、估值、多空論證、個股比較與護城河評級
  • 轉換與擷取內容:HTML 與 Markdown 互轉、從文字擷取電子郵件電話網址日期、CSV 轉型別化 JSON、抓取網址中繼資料與網頁摘要
  • 產生開發素材:JSON Schema、TypeScript 或 Zod 型別、正規表達式、cron 運算式、模擬 API 回應與相依套件 CVE 掃描
  • 處理文字與提示詞:token 計數與成本估算、提示詞評分改寫、上下文打包、文件差異比對與合約條款擷取
  • 提供設計與辦公輔助:配色方案、品牌套件、地址正規化、會議待辦事項與圖片中繼資料清除
適用情境
適合需要助理取得即時美股資料並產出結構化投資分析,或希望把結構描述產生、文字擷取、token 計數、網頁摘要等零散小任務交給同一個託管 API,而不是多個獨立工具的情境。
執行需求
透過 npx(Node.js)以 stdio 在本機執行。需在 AGENT_TOOLBELT_KEY 環境變數中提供 Agent Toolbelt API 金鑰,註冊時需填寫電子郵件地址。需要能連線至 Agent Toolbelt 服務及其上游金融資料供應商。
安裝前請注意
API 金鑰屬於機密,透過環境變數傳入;註冊需要電子郵件地址。呼叫按量計費:免費額度每月 250 次,股票分析每次 0.02 美元,實用工具每次 0.001 至 0.005 美元,使用會產生費用。工具輸入(包括網址、文件與合約)會傳送給第三方服務及其資料供應商。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Agent Toolbelt Mcp,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。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

agent-toolbelt-mcp

MCP server for Agent Toolbelt — gives Claude real-time stock research capabilities. Seven AI-powered analysis tools that pull live data from Polygon.io, Finnhub, and Financial Modeling Prep, then synthesize it into structured investment analysis.

Try the valuation snapshot live (no signup): www.agenttoolbelt.live

Step 1 — Get a free API key

The MCP server requires an API key. Free tier is 250 calls/month, no credit card required.

bash
curl -X POST 'https://www.agenttoolbelt.live/api/clients/register?source=npm' \  -H "Content-Type: application/json" \  -d '{"email": "[email protected]"}'

The response includes your atb_... key. Save it — you'll need it in Step 2.

Step 2 — Install

Claude Code

bash
claude mcp add agent-toolbelt \  -e AGENT_TOOLBELT_KEY=atb_your_key_here \  -- npx -y agent-toolbelt-mcp

Claude Desktop

Add to claude_desktop_config.json:

json
{  "mcpServers": {    "agent-toolbelt": {      "command": "npx",      "args": ["-y", "agent-toolbelt-mcp"],      "env": {        "AGENT_TOOLBELT_KEY": "atb_your_key_here"      }    }  }}

Stock Research Tools

Seven tools that give Claude live market data and AI-synthesized analysis. Each call pulls from multiple financial APIs in parallel and returns structured JSON. ~4–5 seconds per call. US-listed equities only (NYSE, NASDAQ, AMEX).

ToolWhat it does
stock_thesisFull investment thesis: bullish/neutral/bearish verdict, 2–3 paragraph analysis, key strengths, risks, valuation read, insider interpretation, what to watch next earnings
earnings_analysisEPS beat/miss history across 5 quarters, revenue trend classification, long-term consistency read, upcoming earnings date
insider_signalForm 4 interpretation: distinguishes meaningful open-market purchases from routine option exercises → strong_buy to strong_sell signal + confidence rating
valuation_snapshotP/E, P/S, EV/EBITDA, FCF yield, ROE → cheap/fair/expensive verdict + specific buy zone
bear_vs_bull3 bull + 3 bear arguments steelmanned with real data, net verdict, key debate question, who the stock suits
compare_stocksHead-to-head 2–3 ticker comparison: winner verdict, per-ticker strengths and concerns, recommendation map by investor goal (growth / value / quality)
moat_analysisBuffett-style competitive moat assessment: wide / narrow / none rating, moat sources (brand, switching costs, network effects, scale), durability outlook, and threats

Example

Once installed, ask Claude:

"Give me a full analysis of NVDA — thesis, earnings quality, insider activity, and whether it's cheap right now."

Claude calls the tools in parallel and synthesizes a complete research note. Here's what stock_thesis returns for NVDA:

Verdict: Bullish One-liner: "Nvidia owns the essential infrastructure for the AI revolution with a defensible software moat, but the valuation demands flawless execution."

Key Strengths:

  • Dominant ~80%+ data center GPU market share
  • CUDA moat creates switching costs and customer lock-in
  • 42 buy / 5 hold / 1 sell analyst consensus

Insider Read: Mixed — two executives bought ~47k shares each in March (positive), offset by routine selling from others.

Watch For Next Earnings: Data center revenue growth rate. Deceleration below 30% YoY would signal the boom is maturing.


Utility Tools

20 additional tools for common agent tasks.

ToolWhat it does
generate_schemaJSON Schema / TypeScript / Zod from a description
extract_from_textExtract emails, phones, URLs, dates, currencies from text
convert_markdownHTML ↔ Markdown conversion
fetch_url_metadataTitle, OG tags, author, favicon from any URL
summarize_web_pageFetch a URL, strip boilerplate, return clean Markdown + AI summary with key points
count_tokensToken counts + cost estimates across 15 LLM models
csv_to_jsonCSV to typed JSON with auto delimiter and type casting
normalize_addressUS address → USPS format with component parsing
generate_color_paletteColor palettes with WCAG scores and CSS variables
build_cronNatural language → cron expression with next-run preview
build_regexNatural language → regex with JS/Python/TS snippets
generate_brand_kitFull brand kit — colors, typography, CSS/Tailwind tokens
optimize_promptScore and rewrite LLM prompts for clarity and specificity
extract_meeting_action_itemsAction items, decisions, and summary from meeting notes
compare_documentsSemantic diff between two document versions
extract_contract_clausesKey clauses + risk flags from contracts
mock_api_responseRealistic mock data from a JSON Schema
audit_dependenciesCVE scan for npm/PyPI packages via OSV database
pack_context_windowPack content into a token budget
strip_image_metadataRemove EXIF/GPS metadata from images

Pricing

  • Free tier: 250 calls/month, no credit card
  • Stock analysis tools: $0.02/call (PAYG)
  • Most utility tools: $0.001–$0.005/call

Going to production

When the agent moves out of dev, a new set of questions shows up. What did it call last night? What arguments did it pass? Who approved the destructive one?

Cordon is an MCP gateway that sits in front of servers like this one. Point your client at Cordon instead of directly at Agent Toolbelt; Cordon forwards every call through and adds:

  • A real-time audit log of every tool invocation (name, arguments, response, latency)
  • Per-API-key policy: which tools each caller can use, under what conditions
  • Slack-based human approvals for tool calls you've flagged as high-risk

From the agent's perspective nothing changes — same tools, same schemas. Free tier covers 250 events/month.


License

MIT

來源:mcp-server/README.md,提交 4c3f84c

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

1
  1. v1.0.0最新Sep 16, 2026

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