Mcp Marketplace

开放 MCP 市场 | AI Agent 商店市场索引 | OneKey MCP Router | AI Agent 与 MCP 变现收益分成计划 | DeepNLP 的 MCP 工具使用 Agent

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访问网站 MCP 工具使用 Agent 应用，探索 MCP 服务，体验先进的 Agentic AI 搜索/深度研究、金融数据、图表创建、Excel 电子表格/PowerPoint 使用。

MCP 开放市场与搜索引擎

MCP 工具使用 Agent 应用

基础介绍

Open MCP Marketplace 是一个开源项目，旨在让 MCP 服务集成到你的 AI Agent 工作流中变得更轻松。

• MCP 搜索引擎和市场：MCP 市场索引和 MCP 搜索引擎
• MCP OneKey Router：只需一个访问密钥，即可验证身份并使用商业 MCP 服务，以及参与 AI Agent 与 MCP 变现收益分成计划：OneKey MCP Router介绍和代理Onekey MCP servers App。
• MCP 服务工具元数据和配置：你可以获取整理完善的 MCP 服务工具元数据信息、工具和配置架构等。
• 带管理页面的 Web MCP 客户端：与 Claude Desktop、Cursor 和许多其他客户端类似，Open MCP-Marketplace 提供纯 Web MCP 客户端和管理页面，用于连接（启动/结束）并使用 MCP 工具。
• Agent 工具箱：探索并搜索开放 MCP 市场中的 11k+ 种 MCP 服务。你还可以按类别筛选，例如官方服务、浏览器使用、地图、金融、编码、办公软件使用等。
• 支持各种 AI Agent 应用：你可以轻松将此应用集成到现有的聊天机器人、AI 搜索/深度研究引擎、Excel 电子表格/PowerPoint 创建、视频/图像生成、编码 IDE 等应用中。
• 公共 API 访问：访问 API 文档，按关键词、类别等搜索相关 MCP 服务和工具。
• MCP 工具使用 Agent 和工作流应用：MCP 工具使用 Agent 源代码
• 支持 Python/Typescript 包：Pypi、Npm

新闻

• 多 Agent 并行运行：多 Agent 并行运行已上线，你可以同时调用 3-5 个旅行/规划、深度研究 Agent。
• CLI mcpm：命令行工具，可根据你的 mcp_config.json 启动基于 Python 的 MCP 客户端，类似于 cursor/Claude。适用于 MCP 基准测试，并提供 REST API 端点。
• OneKey MCP Router：使用 OneKey 访问商业 MCP。详情请访问 OneKey MCP Router。
• 升级：Office 文件 Agent 和可视化 Agent：Excel 电子表格数据写入和数据分析 Agent、Powerpoint 生成、图表创建。Excel Spreadsheet Agent、Visualization Agent
• 实时 MCP 工具使用 Agent 已上线：访问 MCP Tool Use Agent App 查看工作流

按类别划分的 MCP 用例

领域	相关 MCP 服务	演示
Office 文件 Agent	Excel 电子表格、Powerpoint、PDF 等	示例 MCP
AI 搜索/深度研究	Bing/Google Custom/Perplexity/Tavily/Firecrawl	演示 MCP
地图旅行规划	GoogleMap、Amap（Gaode）、BaiduMap 等	示例 MCP 使用 MCP
浏览器使用	Playwright、Puppeteer 等	演示 MCP
图表、图形、图像	Gemini NanoBanana3、everart、mcp-server-charts（AntV）、canva-mcp、bing-image-search-mcp	示例 MCP
多 Agent 并行运行	DeepSearch/旅行规划	示例
示例：使用 Google Map MCP 规划路线

q=Find the best route from JFK Airport to Times Square in New York

示例：Office Agent 创建 Excel 电子表格和 Powerpoint 的用法

q=Write below information to an excel spreadsheet. Derek: male, graduated in years 2019, IT department, Jenifer: female graduated in 2024 Sales and Marketing department, Alan: male, graduated in 2021 in R&D department, Paul: mail, graduated in 2015, Staff in Operations department. Please formalize the data into three columns: name, graduation year and department. Then use spreadsheet formula to calculate the percentage of employees graduated within 3 years.

Excel 电子表格和 Powerpoint Office Agent

示例：绘制图表

q=Plot a pie chart showing 25% of employees graduated within 3 years and 75% graduated more than 3 years ago.

Excel 电子表格和 Powerpoint Office Agent

示例：AI 搜索深度研究

访问 MCP 工具使用应用

示例：用于管理工具和服务的 MCP 管理后台与 Playground

访问 MCP 工具使用应用

主要功能

1. MCP 服务工具架构和配置文件公开索引 收集来自 5000 多个 MCP 服务的工具／函数调用架构数据集，可用于工具 RAG、工具调度器研究和研发。你可以在原始架构文件中搜索路线规划或“map”等关键词。欢迎将你的配置添加到索引中。MCP 工具架构

2. MCP Marketplace Web 集成，查看 Web 演示和视频，了解如何将开放的 MCP Marketplace 集成到 AI 搜索引擎或 Agent 工作流中。

• 纯 Web 插件：显示开放的 MCP Marketplace 中可用的 MCP 工具面板，支持筛选、搜索和安装。
  
• 浏览、导航和分页：用户可以按类别浏览 MCP 工具，并使用分页进行导航。
  
• 自定义 MCP 服务选择与安装：用户可以从 MCP 工具市场中选择要用于执行任务的工具，例如具备类似功能的地图位置、搜索、获取、支付等工具。
  
• 徽章：在你的主页上放置徽章，跟踪 MCP 服务的用户评论和评分，例如

3. 为 AI 客户端开发提供 MCP API 端点支持

• 多种 MCP Marketplace API 端点：获取服务架构，例如 pulsemcp.com、deepnlp.org、aiagenta2z.com 等。
  
• GET/UPDATE/CREATE MCP 服务元信息，让你的 MCP 服务获得更高的曝光度。
  
• Python 和 Typescript SDK：搜索和注册 MCP 服务及工具。
  
• 丰富的元数据：工具和服务描述、URL、类别、Github 星标、用户评论分数、评分及更多统计信息。
  

4. MCP Marketplace 的 Agent 工作流

• MCP 工具调度 Agent：MCP 工具调度 Agent 可从 Marketplace 中成千上万个 MCP 服务和工具中检索相关工具，并减少函数调用大模型的上下文 token 长度。

5. MCP 客户端支持 CLI mcpm，可从配置文件启动 MCP 服务

• 轻量级 MCP 客户端：像使用 cursor/Claude Desktop 一样启动 MCP 客户端。（npx/python）
• 基准测试：支持用于运行 tool/call 的 Rest API（Google-maps/perplexity/Deep Search Web 客户端等）

1. MCP 服务工具公开索引的架构和 mcp.config 文件

详情请参阅 MCP 工具架构。

收集自 google map MCP 的工具架构

{"name": "maps_geocode", "description": "Convert an address into geographic coordinates", "input_schema": {"type": "object", "properties": {"address": {"type": "string", "description": "The address to geocode"}}, "required": ["address"]}}
{"name": "maps_directions", "description": "Get directions between two points", "input_schema": {"type": "object", "properties": {"origin": {"type": "string", "description": "Starting point address or coordinates"}, "destination": {"type": "string", "description": "Ending point address or coordinates"}, "mode": {"type": "string", "description": "Travel mode (driving, walking, bicycling, transit)", "enum": ["driving", "walking", "bicycling", "transit"]}}, "required": ["origin", "destination"]}}

2. MCP Marketplace Web 客户端集成

MCP 工具使用 Agent

浏览 MCP Marketplace 并翻页查看 MCP 服务 演示

3. 为 AI 客户端开发提供多种 API 端点支持

支持的 MCP Marketplace API 提供方

端点	API	网站
deepnlp.org	https://www.deepnlp.org/api/mcp_marketplace/v1	https://www.deepnlp.org/doc/mcp_marketplace
pulsemcp.com	https://api.pulsemcp.com/v0beta/servers	https://www.pulsemcp.com/api

Python 和 Typescript SDK

MCP Marketplace API 的官方文档请参阅 https://www.deepnlp.org/doc/mcp_marketplace 、Python SDK 和 Typescript SDK（WIP）

安装

pip install mcp-marketplace

用法

搜索 MCP 服务

通过唯一 ID、查询词或类别，根据元信息搜索 MCP 服务

import mcp_marketplace as mcpm

## endpoint: deepnlp
mcpm.set_endpoint("deepnlp")
result = mcpm.search(query="map", page_id=0, count_per_page=20, mode="dict")
print (result)

server_id = "financial-datasets/mcp-server"
result2 = mcpm.search(query="financial datasets", count_per_page=20, offset=0)
print (result2)

## Search By Unique ID:  e.g. github {owner_name}/{repo_name}
result_id = mcpm.search(id="puppeteer/puppeteer", mode="list", page_id=0, count_per_page=100, config_name="deepnlp")

# search by batch query
query_list = ["map", "navigation", "route planning"]
params_list = [{"query": query, "page_id":0, "count_per_page":50} for query in query_list]
results = mcpm.search_batch(params_list)

Curl 端点

curl https://www.deepnlp.org/api/mcp_marketplace/v1/server/google-maps/google-maps

结果

{
  "total_hits": 1,
  "id": "google-maps/google-maps",
  "items": [{
    "content_name": "Google Maps",
    "publisher_id": "pub-google-maps",
    "website": "https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps",
    "review_cnt": "2",
    "rating": "4.5",
    "description": "Google Maps  Location services, directions, and place details\r\n\r\n# Google Maps MCP Server\r\n\r\nMCP Server for the Google Maps API.\r\n\r\n## Tools\r\n\r\n1. \\`maps_geocode\\`\r\n\r\n   - Convert address to coordinates\r\n   - Input: \\`address\\` (string)\r\n   - Returns: location, formatted_address, place_id\r\n\r\n2. \\`maps_reverse_geocode\\`\r\n\r\n   - Convert coordinates to address\r\n   - Inputs:\r\n     - \\`latitude\\` (numb",
    "ext_info": {
      "tools": []
    },
    "subfield": "MAP",
    "field": "MCP SERVER",
    "id": "google-maps/google-maps",
    "content_tag_list": "official",
    "config": [],
    "thumbnail_picture": "https://118.190.154.215/scripts/img/ai_service_content/b7fe82a3ab985ce1a953f7b4ad9c5e01.jpeg"
  }]
}

列出可用工具

import mcp_marketplace as mcpm

server_id = "google-maps/google-maps"
result = mcpm.list_tools(id=server_id, config_name="deepnlp_tool")
    
server_id = "puppeteer/puppeteer"
result = mcpm.list_tools(id=server_id, config_name="deepnlp_tool")

Curl 端点

curl https://www.deepnlp.org/api/mcp_marketplace/v1/tools/google-maps/google-maps

{"id":"/google-maps/google-maps","tools":[{"name":"maps_geocode","description":"Convert an address into geographic coordinates","input_schema":{"type":"object","properties":{"address":{"type":"string","description":"The address to geocode"}},"required":["address"]}},{"name":"maps_reverse_geocode","description":"Convert coordinates into an address","input_schema":{"type":"object","properties":{"latitude":{"type":"number","description":"Latitude coordinate"},"longitude":{"type":"number","description":"Longitude coordinate"}},"required":["latitude","longitude"]}},{"name":"maps_search_places","description":"Search for places using Google Places API","input_schema":{"type":"object","properties":{"query":{"type":"string","description":"Search query"},"location":{"type":"object","properties":{"latitude":{"type":"number"},"longitude":{"type":"number"}},"description":"Optional center point for the search"},"radius":{"type":"number","description":"Search radius in meters (max 50000)"}},"required":["query"]}},{"name":"maps_place_details","description":"Get detailed information about a specific place","input_schema":{"type":"object","properties":{"place_id":{"type":"string","description":"The place ID to get details for"}},"required":["place_id"]}},{"name":"maps_distance_matrix","description":"Calculate travel distance and time for multiple origins and destinations","input_schema":{"type":"object","properties":{"origins":{"type":"array","items":{"type":"string"},"description":"Array of origin addresses or coordinates"},"destinations":{"type":"array","items":{"type":"string"},"description":"Array of destination addresses or coordinates"},"mode":{"type":"string","description":"Travel mode (driving, walking, bicycling, transit)","enum":["driving","walking","bicycling","transit"]}},"required":["origins","destinations"]}},{"name":"maps_elevation","description":"Get elevation data for locations on the earth","input_schema":{"type":"object","properties":{"locations":{"type":"array","items":{"type":"object","properties":{"latitude":{"type":"number"},"longitude":{"type":"number"}},"required":["latitude","longitude"]},"description":"Array of locations to get elevation for"}},"required":["locations"]}},{"name":"maps_directions","description":"Get directions between two points","input_schema":{"type":"object","properties":{"origin":{"type":"string","description":"Starting point address or coordinates"},"destination":{"type":"string","description":"Ending point address or coordinates"},"mode":{"type":"string","description":"Travel mode (driving, walking, bicycling, transit)","enum":["driving","walking","bicycling","transit"]}},"required":["origin","destination"]}}]}

列出 MCP 配置文件

API

GET /api/mcp_marketplace/v1/server/${owner_id}/${repo_name}

资源

徽章

在主页 Markdown 中放置徽章，以跟踪 MCP 服务的用户评价和评分，例如 。

将 google-maps/google-maps 替换为你的 MCP“owner_name”/“repo_name”

![MCP Marketplace User Review Rating Badge](https://www.deepnlp.org/api/marketplace/svg?name=${owner_name}/${repo_name})](https://www.deepnlp.org/store/ai-agent/mcp-server/pub-${owner_name}/${repo_name})

## google map
![MCP Marketplace User Review Rating Badge](https://www.deepnlp.org/api/marketplace/svg?name=google-maps/google-maps)](https://www.deepnlp.org/store/ai-agent/mcp-server/pub-google-maps/google-maps)

4. MCP Marketplace 的 Agent 工作流

（WIP）以下示意图展示了 MCP Marketplace 如何集成到你的 Agent 工作流中

graph TD
    Start --> Search[Query Plan]
    Search[Query Plan] --> QueryPlanning[Query Planning Agent]
    QueryPlanning --> SearchTask1[Search]
    SearchTask1 --> DocList[DocList]
    DocList --> Generation
    
    Search[Query Plan] --> ToolDispatcher[Tool Dispatcher Agent]
    ToolDispatcher --> Task1[MCP Server 1]
    ToolDispatcher --> Task2[MCP Server 2]
    ToolDispatcher --> Task3[MCP Server 3]
    Task1 --> Tool1[Tool List 1]
    Task2 --> Tool2[Tool List 2]
    Task3 --> Tool3[Tool List 3]

    Tool1 --> LLM[LLM Function Call Agent]
    Tool2 --> LLM[LLM Function Call Agent]
    Tool3 --> LLM[LLM Function Call Agent]

    LLM -->  ToolSelection

    ToolSelection --> ToolResult[Tool Execution Result]

    ToolResult --> Generation

5. 供个人使用或基准测试的 MCP 客户端 mcpm CLI 工具

安装

你可以从 mcp-marketplace pypi 软件包安装命令行工具 mcpm，并使用本地 mcp_config.json 文件启动 MCP 客户端

## Basic Usage MCP Index and Search
pip install mcp-marketplace

## MCPClient Supports User Defined mcp_config.json, Just Like Other Clients Cursor/Claude
pip install mcp-marketplace[mcp_tool_use] 

CLI 'mcpm' 将位于 Python 路径中

mcp run --host 0.0.0.0 --port 5000

## Use Local Config File
cd python/tests

mcpm run --port 5000 --config "./mcp_config_onekey.json"

mcpm run --port 5000 --config "./mcp_config.json"

然后，你可以访问 http://0.0.0.0:5000 使用 Web 控制台，并访问 http://0.0.0.0:5000/mcp 进行 MCP 管理

基准测试

你也可以通过客户端的 REST API 运行各种 MCP 基准测试

API	描述
/api/query	用于提交工具参数并获取工具调用结果的端点

CURL 测试

启动服务并运行目标 MCP 服务后，你可以通过 REST API 调用工具。

例如，向服务器 puppeteer 发送请求，并测试工具 puppeteer_navigate，让 Chrome 跳转到某个网页。

端点：http://127.0.0.1:5000/api/query

curl -X POST -H "Content-Type: application/json" -d '{
    "server_id": "puppeteer",
    "tool_name": "puppeteer_navigate",
    "tool_input": {
        "url": "https://arxiv.org/list/cs/new"
    }
}' http://127.0.0.1:5000/api/query

结果

{"success":true,"data":["Navigated to https://arxiv.org/list/cs/new"],"error":null}%

通过 Python/Typescript 等发送 REST GET/POST 请求

例如，向 MCP：amap-amap-sse 发送 POST 请求，调用工具：Get Weather 获取当地天气。运行命令行之前，需要先启动 MCP 服务 'amap-amap-sse'。

cd ./tests

python run_mcp_request.py

## define input_params
        input_params = {
            "server_id": "amap-amap-sse", 
            "tool_name": 'maps_weather',
            "tool_input": {
                "city": "乌鲁木齐"
            }
        }

结果

{'success': True, 'data': ['{"city":"乌鲁木齐市","forecasts":[{"date":"2025-06-30","week":"1","dayweather":"多云","nightweather":"多云","daytemp":"31","nighttemp":"20","daywind":"西北","nightwind":"西北","daypower":"1-3","nightpower":"1-3","daytemp_float":"31.0","nighttemp_float":"20.0"},{"date":"2025-07-01","week":"2","dayweather":"多云","nightweather":"多云","daytemp":"28","nighttemp":"20","daywind":"西北","nightwind":"西北","daypower":"1-3","nightpower":"1-3","daytemp_float":"28.0","nighttemp_float":"20.0"},{"date":"2025-07-02","week":"3","dayweather":"多云","nightweather":"多云","daytemp":"28","nighttemp":"20","daywind":"西北","nightwind":"西北","daypower":"1-3","nightpower":"1-3","daytemp_float":"28.0","nighttemp_float":"20.0"},{"date":"2025-07-03","week":"4","dayweather":"多云","nightweather":"晴","daytemp":"30","nighttemp":"21","daywind":"西北","nightwind":"西北","daypower":"1-3","nightpower":"1-3","daytemp_float":"30.0","nighttemp_float":"21.0"}]}'], 'error': None}

贡献

资源

• MCP Marketplace DeepNLP
• MCP Marketplace PulseMCP
• AI Agent Marketplace