AI Tools Directory

top.toolboxes由 toolboxes.top 发布官方发布者v1.0.0更新于 Oct 28, 2026

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

已验证Streamable HTTP可网页运行网页搜索与抓取AI 与机器学习

概览

AI 生成的概览

远程 MCP 服务器，提供覆盖 21 个行业部门的 221 款 AI 工具精选目录，让助手可以搜索、筛选并列出候选工具。

可以做什么
  • 按自由文本、行业部门和定价档位搜索 AI 工具，返回名称、网址、部门、定价与简介
  • 按名称获取单个工具的完整记录，支持模糊匹配并在无结果时给出建议
  • 列出所有行业部门及各自的工具数量
  • 查找提供免费档位的工具，可按无需信用卡、有免费方案、免费档含 API 等条件筛选
  • 获取目录统计：工具数、部门数、定价分布与免费档覆盖情况
适用场景
适合用户需要 AI 工具推荐、想按行业或预算找选项，或需要比较免费档位而不想依赖模型记忆的场景。
运行要求
远程 Streamable HTTP 端点；无需认证、API 密钥或环境变量，只需能访问该端点的网络。
安装前请注意
免费档信息由供应商页面自动提取，未经核实；缺少免费档字段表示无数据，而非没有免费档。目录内容来自第三方，使用前应自行核对。自托管需要 Cloudflare 凭据，切勿提交到代码库。

安装

在 SourceWeft 中

  1. 打开 控制台中的 AI Tools Directory，将其添加到工作区。
  2. 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/top.toolboxes%2Fai-tools-directory/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。

{
  "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.

来源：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.

输入参数limitquerypricingdepartment

get_ai_tool

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

输入参数name必填

list_departments

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

无需输入参数。

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.

输入参数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.

无需输入参数。

版本历史

1
  1. v1.0.0最新Sep 17, 2026

评分

已满足适用检查项的 90%

该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 图标10 分
  • 文档15 分
  • 许可证10 分

    请在仓库或注册中心条目中声明许可证。

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