AI Tools Directory

top.toolboxes由 toolboxes.top 發布官方發布者v1.0.0更新於 Oct 28, 2026

Curated index of 221 AI tools across 21 industries. Search by use case, department or pricing tier.

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取AI 與機器學習

概覽

AI 產生的概覽

遠端 MCP 伺服器，提供涵蓋 21 個產業部門、221 款 AI 工具的精選目錄，讓助理能搜尋、篩選並列出候選工具。

可以做什麼
  • 依自由文字、產業部門與定價方案搜尋 AI 工具，回傳名稱、網址、部門、定價與簡介
  • 依名稱取得單一工具的完整紀錄，支援模糊比對，查無結果時提供建議
  • 列出所有產業部門及各自的工具數量
  • 尋找提供免費方案的工具，可依免信用卡、有免費方案、免費方案含 API 等條件篩選
  • 取得目錄統計：工具數、部門數、定價分布與免費方案涵蓋情況
適用情境
適合使用者需要 AI 工具推薦、想依產業或預算找選項，或需要比較免費方案而不想依賴模型記憶的情境。
執行需求
遠端 Streamable HTTP 端點；無需驗證、API 金鑰或環境變數，只需能連線至該端點的網路。
安裝前請注意
免費方案資訊由供應商頁面自動擷取，未經查證；缺少免費方案欄位代表沒有資料，而非沒有免費方案。目錄內容來自第三方，使用前應自行核對。自架需要 Cloudflare 憑證，請勿提交至程式碼倉庫。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 AI Tools Directory，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。

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/top.toolboxes%2Fai-tools-directory/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。

{
  "mcpServers": {
    "ai-tools-directory": {
      "type": "http",
      "url": "https://ai-tools-mcp.toolboxes.top/mcp"
    }
  }
}

README

AI Tools Directory — MCP server

A remote MCP server exposing a curated index of 221 AI tools across 21 industry departments, so AI assistants can look up, filter and shortlist tools instead of guessing.

  • Endpoint: https://ai-tools-mcp.toolboxes.top/mcp
  • Transport: Streamable HTTP (JSON-RPC 2.0)
  • Auth: none
  • Source data: ai.toolboxes.top

Quick connect

Claude Desktop / Claude Code

json
{  "mcpServers": {    "ai-tools-directory": {      "type": "http",      "url": "https://ai-tools-mcp.toolboxes.top/mcp"    }  }}

Cursor — .cursor/mcp.json

Same structure as above.

Any client

POST https://ai-tools-mcp.toolboxes.top/mcpContent-Type: application/json
{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-06-18","capabilities":{},"clientInfo":{"name":"my-client","version":"1.0"}}}

Tools

ToolWhat it does
search_ai_toolsFree-text search across names, descriptions and tags; filter by department and/or pricing (free / freemium / paid)
get_ai_toolFull record for one tool by name. Exact match first, then fuzzy; returns suggestions when there's no match
list_departmentsAll 21 departments with their tool counts
find_free_ai_toolsTools with a free tier, filterable by requires_no_credit_card, has_free_plan, has_api_on_free
directory_statsCounts, pricing distribution, free-tier coverage

Resources

URIContents
aitools://directoryFull dataset as JSON (221 tools)
aitools://free-tierSubset with free-tier facts
aitools://departmentsDepartment list

Example

json
{  "jsonrpc": "2.0", "id": 2, "method": "tools/call",  "params": { "name": "search_ai_tools", "arguments": { "department": "legal", "pricing": "freemium", "limit": 3 } }}
**Harvey** — Legal · paid...

Data quality — please read

  • The directory is reliable. Name, URL, department, pricing tier, description and tags are human-maintained and reviewed.
  • freeTier is NOT verified. It is regex-extracted from vendor pages and has known failure modes: some tools return a login wall instead of a pricing page, and the extractor can't always tell "free tier needs no card" from "paid plans need a card".
    • The server drops contradictory signals rather than guessing.
    • The server's instructions require any assistant using freeTier to tell the user it is auto-detected and may be outdated.
    • Coverage is ~87% of tools reachable; of those, about half yielded a usable signal.
  • A missing freeTier field means "no data", not "no free tier."

If you find wrong free-tier data, please open an issue — that's exactly the feedback needed to improve the extractor.

Self-host

The server is a single Cloudflare Worker with no dependencies.

bash
npm installnode build-dataset.mjs          # regenerate dataset.json (edit it, or point it at your own data)npx wrangler deploy

Requires CLOUDFLARE_ACCOUNT_ID and CLOUDFLARE_API_TOKEN in the environment — do not commit them.

bash
node test.mjs https://ai-tools-mcp.toolboxes.top   # 36 end-to-end assertions

To run locally:

bash
npx wrangler dev --port 8791node test.mjs http://127.0.0.1:8791

Notes on the deployment

  • workers.dev hostnames are blocked by the GFW, so the canonical hostname is ai-tools-mcp.toolboxes.top (a Cloudflare custom domain on the Worker).
  • The endpoint is served directly from a Worker; there is no origin server.

License

Code: MIT. Dataset: CC BY 4.0 — free to use with attribution to ai.toolboxes.top.

來源：README.md，提交 134f1fe

工具

5

search_ai_tools

Search the AI tools directory by free-text query, industry department, and/or pricing tier. Returns matching tools with name, URL, department, pricing tier and description.

輸入參數limitquerypricingdepartment

get_ai_tool

Get the full record for one AI tool by name (exact match first, then fuzzy).

輸入參數name必填

list_departments

List all industry departments in the directory with the number of tools in each.

無需輸入參數。

find_free_ai_tools

Find AI tools with a free tier, optionally filtered by auto-extracted facts (no credit card required, has a free plan, API available on the free tier). Free-tier facts are auto-extracted and unverified.

輸入參數limitdepartmenthas_free_planhas_api_on_freerequires_no_credit_card

directory_stats

Get summary statistics for the directory: tool count, department count, pricing distribution, and how many tools have auto-extracted free-tier facts.

無需輸入參數。

版本歷史

1
  1. v1.0.0最新Sep 17, 2026

評分

已滿足適用檢查項的 90%

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
  • 已列出工具必需15 分
  • 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。

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