AI Agent智能体开源应用市场索引

# AI Agent Marketplace Index| AI Agent Directory | AI Agent Store to Host All Available AI Agents | OneKey AI Agent Router | Agent Moneytization

[Github](https://github.com/AI-Agent-Hub/AI-Agent-Marketplace)|[Huggingface](https://huggingface.co/datasets/DeepNLP/AI-Agent-Marketplace-Index)|[Pypi](https://pypi.org/project/ai-agent-marketplace/) | [Open Source AI Agent Marketplace DeepNLP](https://www.deepnlp.org/store/ai-agent)

This is the official github repo for pypi package ai_agent_marketplace [https://pypi.org/project/ai-agent-marketplace](https://pypi.org/project/ai-agent-marketplace).
The repo Open Source AI Agent Marketplace and deepnlp.org website [AI Agent Marketplace Store & Search Engine](http://www.deepnlp.org/store/ai-agent) aims to provides a public repo and index of more than 10K+ AI Agent information from 30+ categories in the communities, such as autonomous agent, chatbots, Computer and Mobile phone use agents, robotic agents, and various industries such as business, finance, law, medical or healthcare, etc. The directory are updated to websites from both public repo (github/huggingface) as well as AI Agent services in cloud service provider (Microsoft Azure AWS, Copilot, OpenAI Agent app Store GPT Store, Google Cloud, etc).

**AI Agent Marketplace Distribution By Category**<br>

<img src="https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/ai_agent_marketplace_distribution.png" style="height:600px;" alt="AI Agent Marketplace Category">

We would like to help developers and end users within the lifecycle of AI agent development. From the registration, deployment, Agent router, API calling, metric/traffic tracking, and finally to the stage of moneyterization from your AI Agent. Anyone can submit their AI agents card information, code, APIs, pricing plans to the public registry, just like your submit a paper to arxiv.org and submit models to huggingface.co.

```mermaid

graph LR

Dev[Developers]--> A[AI Agent/MCP Development] --> B[Deloyment] --> C[AI Agent Registry to Marketplace] --> D[Agent Search and Exploration]

U[Users] --> R[Agent Router & Data Tracking] --> F[API Billing System​] --> G[Feedback Comments & Discussion] --> H[Moneytization]

```

# Main Features
1. **AI Agent Registry**: You can submit your AI Agent's meta to the [Official AI Agent Marketplace Registry](https://www.deepnlp.org/workspace/my_ai_services) directly on website or using various methods (python,nodejs, curl, etc). After submitting your AI Agent meta and approval, community will find your AI Agent in each categories. We also host available submission from various agent store or build in any infrastractures, such as OpenAI Apps SDK, Claude MCPs, etc.
2. **AI Agent Search Engine and Search API**: Users are able to search and explore your AI Agent through [AI Agent Search Engine](https://www.deepnlp.org/search/agent) and you can also access the AI Agent Meta Index through [Search API](https://www.deepnlp.org/doc/ai_agent_marketplace) and [MCP servers](https://github.com/AI-Agent-Hub/ai-agent-marketplace-index-mcp) also.
3. **OneKey Agent Router**: [OneKey Agent Router](https://www.deepnlp.org/agent/onekey-ai-agent-router) aims to router users' request to your AI Agent or MCPs' registered http APIs using only one access key authentication, which can help users simplify their registration process. We initialize a OneKey revenue sharing credit plans to help you gain from the free-tier users.
4. **Traffic Tracking**: Traffic tracking service to your AI Agents, ranging from API calls from the OneKey Router,GitHub Stars,Google/Bing search engine rankings,
5. **Users Genunie Reviews & Discussion**: Users can sort the AI Agent meta by reviews, ratings and find good AI Agent of different categories.
6. **AI Agent Moneyterization**: Getting payment account for your AI Agent is not easy, we provides Stripe, Alipay, Credit card payment methods based on a unified credit charging system and and you can gain credits in your billing account from users' request. You can purchase datasets, call LLM and commercial MCPs (Google Maps, Google Search, etc) and withdraw.
7. **Dataset for Research**: We provide full snapshot of AI Agent Marketplace dataset periodically back to the community on [Huggingface](https://huggingface.co/datasets/DeepNLP/AI-Agent-Marketplace-Index), so researchers can track the growth.

**AI Agent Marketplace and Search Engine**<br>
<img src="https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/AI%20Agent%20Marketplace%20Search.jpg" style="height:300px;" alt="AI Agent Marketplace Index and Search">

**AI Agent Registration**<br>
<img src="https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/ai_agent_registry.jpg" style="height:300px;" alt="AI Agent Registry">

**Credit System**<br>
<img src="https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/ai_agent_credit.jpg" style="height:300px;" alt="AI Agent Registry">

**Traffic Tracking**<br>
<img src="https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/ai_search_ranking_chart.jpg" style="height:300px;">

**OneKey Router**<br>
<img src="https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/onekey_api_router.jpg" style="height:300px;" alt="AI Agent OneKey Router">

**Users Genunie Reviews**<br>
<img src="https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/ai_agent_user_reviews.jpg" style="height:300px;">

## Short Cut to AI Agent Marketplace Markdown
- [AI AGENT Marketplace Collection](./AGENT.md)
- [Email Writing AI Agent](./AGENT.md#email-writing-ai-agent)
- [BENCHMARK AI Agent](./AGENT.md#benchmark-ai-agent)

## Usage
1. **AI Agent Registry**

List of Methods

| method | usage |
| ---- | ---- |
| Website | Visit the [official AI Agent registry](https://www.deepnlp.org/workspace/my_ai_services) |
| curl | Support to Submit your Github Repo contents to the marketplace |
| python | Install packages pip pakcage ai_agent_marketplace |
| nodejs | TBD |

### Curl

Best suitable when you already put your AI Agent introduction on github and you can just curl to the registry.

Let's say you want to submit an MCP github repo, we use the markitdown repo for example: https://github.com/microsoft/markitdown.

Firstly, get the keys from [Keys Generation](https://www.deepnlp.org/workspace/keys) generate `AI_AGENT_MARKETPLACE_ACCESS_KEY` as developer.

```
curl -X POST https://www.deepnlp.org/api/ai_agent_marketplace/registry -H "Content-Type: application/json" -d '{"github":"https://github.com/microsoft/markitdown", "access_key":"{AI_AGENT_MARKETPLACE_ACCESS_KEY}"}'
```

### Python

#### Install
```
pip install ai_agent_marketplace

```

submit your AI Agent
```
import ai_agent_marketplace as aa
import json

def publish_your_agent():
"""
access_key can be obtained from your personal page:
www.deepnlp.orgworkspace/my_ai_services
once you submit, it's pending approval and you can track the data then
get your access_key from http://www.deepnlp.org/workspace/my_ai_services
"""
access_key = "${your_access_key}"
name = "My First AI Agent"

item_info = {}
item_info["content"] = "This AI Agent can do complicated programming work for humans"
item_info["website"] = "https://www.my_first_agent.com"
item_info["field"] = "AI AGENT"
item_info["subfield"] = "Coding Agent"
item_info["content_tag_list"] = "coding,python"
result = aa.add(access_key=access_key, name="My First Agent", item_info=item_info)
url = result["url"] if "url" in result else ""
msg = result["msg"] if "msg" in result else ""
print ("## DEBUG: AI Agent Marketplace Post msg is|%s" % str(msg))
print ("## DEBUG: AI Agent Marketplace Post url is|%s" % str(url))

publish_your_agent()
```

2. **AI Agent Search Engine and Search API**:

We provides both API and python package wrapper

```

import ai_agent_marketplace as aa
import json

def search_ai_agent_traffic_data():

result = aa.search(q="Coding Agent Jetbrains")
print ("## DEBUG: search result is|%s" % str(result))

result2 = aa.search(q="Coding Agent", limit=20, timeout=5)
print ("## DEBUG: search result is|%s" % str(result2))

result3 = aa.search(q="", limit=20, timeout=5)
print ("## DEBUG: search result is|%s" % str(result3))

search_ai_agent_traffic_data()

```

For example, we use the AI Agent MCP server [Google Maps MCP Servers](https://www.deepnlp.org/store/mcp-server/map/pub-google-maps/google-maps) as example.

The unique_id should follow the same /{owerid}/{item-id} format

```
{
"unique_id": "google-maps/google-maps",
"content_name": "Google Maps MCPs",
"content": "Google Maps MCPs provides Location Service to support various APIs..."
"category": "Map",
"field": "MCP SERVER",
"subfield": "Map",
"content_tag_list": "official",
"website": "maps.google.com",
"content_tag_list": "maps,location"
"github": "https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps"
}
```

### NodeJs
TBD

3. OneKey Agent Router

Try Web App of Onekey [API Router Agent](https://agent.deepnlp.org/agent/mcp_tool_use)

4. **Traffic and API Usage Tracking**

### Key Metrics
Some of the key metric that DeepNLP AI Agent Marketplace monitors include:

- Bing/Google search result ranking
- IOS Android App Store Ranking
- Github Repo Ranking
- etc


You can visit [DeepNLP AI Agent Marketplace and Directory](http://www.deepnlp.org/store/ai-agent) to find more.

#### Search Ranking Performance

Suppose you want to find out some suitable AI Employees which can help you write reports or emails, schedule meeting, write codes, etc. You may use Google or Bing to search keywords like "AI Agent Employees", "Report Writing Agents", "Coding Agents", etc. And DeepNLP AI Agents Marketplace helps you monitor the AI Agents search results ranking. You can navigate to the "Email writing" tab of the AI Agent Directory and see the top reviewed AI Agents and its latested Bing Search Ranking.

And you can navigate the [Email Writing AI Agents Directory](http://www.deepnlp.org/store/ai-agent?tag=Email%20Writing) and find out some top rated AI Agents in Email Writing such as


- [mailmeteor.com](http://www.deepnlp.org/store/ai-agent/email-writing/pub-mailmeteor-com/mailmeteor-com)
Bing Search Rank 2.0

- [galaxy.ai](http://www.deepnlp.org/store/ai-agent/email-writing/pub-galaxy-ai/galaxy-ai)
Bing Search Rank 3.0

The metric of Bing search results of AI agents are calculated on various related keywords and updated daily. And you can monitor the daily trends of fast growing AI agents.


#### Github Performance

Some of the AI Agents are public available and you can use github to help you track the performance and help you find the best open source AI agents. You can visit the [AI Agent Directory of Coding Agents](http://www.deepnlp.org/store/ai-agent?tag=Coding%20Agent) and help you monitor the performance such as github repo stars.


Can you can find the popular stared Github projects such as:

- [Vanna AI](http://www.deepnlp.org/store/ai-agent/ai-agent/pub-vanna-ai/vanna-ai)
- [Cody](http://www.deepnlp.org/store/ai-agent/ai-agent/pub-cody-by-sourcegraph/cody-by-sourcegraph)
- [Taskweaver from microsoft](http://www.deepnlp.org/store/ai-agent/coding-agent/pub-taskweaver-microsoft/taskweaver-microsoft)


#### Dataset and API to Access the AI Agent


|Snapshot| Dataset |
| 2025-10 | https://huggingface.co/datasets/DeepNLP/AI-Agent-Marketplace-Index |

## Contributing

Please contribute to the AGENT.md to include links and introduction to your repo.

# AI智能体（AI Agent）市场索引 | AI智能体目录 | 汇聚全量AI智能体的AI智能体商店 | 一键式AI智能体路由 | AI智能体变现

[GitHub](https://github.com/AI-Agent-Hub/AI-Agent-Marketplace)|[Huggingface](https://huggingface.co/datasets/DeepNLP/AI-Agent-Marketplace-Index)|[PyPI](https://pypi.org/project/ai-agent-marketplace/) | [DeepNLP开源AI智能体市场](https://www.deepnlp.org/store/ai-agent)

本仓库为PyPI包`ai_agent_marketplace`的官方GitHub仓库，对应地址为[https://pypi.org/project/ai-agent-marketplace](https://pypi.org/project/ai-agent-marketplace)。本开源AI智能体市场仓库与deepnlp.org官网的[AI智能体市场商店与搜索引擎](http://www.deepnlp.org/store/ai-agent)旨在打造一个公共仓库与索引库，收录社区内30余个分类下的超1万个AI智能体信息，涵盖自主智能体、聊天机器人、电脑与手机端智能体、机器人智能体等类型，以及商务、金融、法律、医疗健康等多个行业领域。该目录的数据同时从公共仓库（GitHub/Huggingface）以及云服务提供商（Microsoft Azure、AWS、Copilot、OpenAI智能体应用商店GPT Store、Google Cloud等）的AI智能体服务同步更新。

**按分类划分的AI智能体市场分布**<br>

<img src="https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/ai_agent_marketplace_distribution.png" style="height:600px;" alt="AI智能体市场分类">

我们致力于为开发者与终端用户覆盖AI智能体开发的全生命周期：从智能体注册、部署、路由调用、API调用、指标与流量追踪，直至最终实现AI智能体变现。任何开发者均可向公共注册平台提交其AI智能体的卡片信息、代码、API接口与定价方案，如同向arxiv.org提交论文、向Huggingface上传模型那般便捷。

mermaid
graph LR
Dev[开发者]--> A[AI智能体/模型上下文协议（MCP）开发] --> B[部署] --> C[提交至AI智能体市场注册库] --> D[智能体搜索与探索]
U[终端用户] --> R[智能体路由与数据追踪] --> F[API计费系统​] --> G[反馈评论与讨论] --> H[变现]

# 核心功能
1. **AI智能体注册库**：开发者可直接通过官网或多种方式（Python、Node.js、curl等）向[官方AI智能体市场注册平台](https://www.deepnlp.org/workspace/my_ai_services)提交AI智能体元数据。提交的AI智能体元数据通过审核后，社区用户即可在各分类中找到该智能体。我们同时收录来自各类智能体商店或基础设施的提交内容，例如OpenAI应用SDK、Claude模型上下文协议（MCP）等。
2. **AI智能体搜索引擎与搜索API**：用户可通过[AI智能体搜索引擎](https://www.deepnlp.org/search/agent)检索与探索AI智能体，开发者也可通过[搜索API](https://www.deepnlp.org/doc/ai_agent_marketplace)与[模型上下文协议（MCP）服务器](https://github.com/AI-Agent-Hub/ai-agent-marketplace-index-mcp)获取AI智能体元数据索引。
3. **一键式智能体路由**：[一键式AI智能体路由](https://www.deepnlp.org/agent/onekey-ai-agent-router)旨在通过单一访问密钥鉴权，将用户请求路由至已注册的AI智能体或模型上下文协议（MCP）的HTTP API，帮助用户简化注册流程。我们推出了一键式收益共享积分计划，助力开发者从免费 tier 用户中获取收益。
4. **流量追踪**：为AI智能体提供流量追踪服务，涵盖一键式路由的API调用、GitHub星标数、谷歌/必应搜索引擎排名等指标。
5. **用户真实评论与讨论**：用户可按评论、评分对AI智能体元数据进行排序，找到各分类下的优质AI智能体。
6. **AI智能体变现**：为AI智能体搭建便捷的收款渠道并非易事，我们基于统一的积分计费系统提供Stripe、支付宝、信用卡等支付方式，用户的请求可转化为开发者计费账户中的积分。开发者可使用积分购买数据集、调用大语言模型（LLM）与商用模型上下文协议（MCP）服务（如谷歌地图、谷歌搜索等），并支持积分提现。
7. **科研用数据集**：我们定期将AI智能体市场的完整快照上传至[Huggingface](https://huggingface.co/datasets/DeepNLP/AI-Agent-Marketplace-Index)，供科研人员追踪AI智能体生态的发展变化。

**AI智能体市场与搜索引擎**<br>
<img src="https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/AI%20Agent%20Marketplace%20Search.jpg" style="height:300px;" alt="AI智能体市场索引与搜索">

**AI智能体注册**<br>
<img src="https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/ai_agent_registry.jpg" style="height:300px;" alt="AI智能体注册">

**积分系统**<br>
<img src="https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/ai_agent_credit.jpg" style="height:300px;" alt="AI智能体注册">

**流量追踪**<br>
<img src="https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/ai_search_ranking_chart.jpg" style="height:300px;">

**一键式路由**<br>
<img src="https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/onekey_api_router.jpg" style="height:300px;" alt="AI智能体一键式路由">

**用户真实评论**<br>
<img src="https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/ai_agent_user_reviews.jpg" style="height:300px;">

## AI智能体市场Markdown快捷访问
- [AI智能体市场合集](./AGENT.md)
- [邮件撰写AI智能体](./AGENT.md#email-writing-ai-agent)
- [基准测试AI智能体](./AGENT.md#benchmark-ai-agent)

## 使用方法
1. **AI智能体注册**

提交方式列表

| 提交方式 | 使用说明 |
| ---- | ---- |
| 官网提交 | 访问[官方AI智能体注册平台](https://www.deepnlp.org/workspace/my_ai_services) |
| curl命令提交 | 支持将GitHub仓库内容提交至市场 |
| Python包提交 | 安装PyPI包`ai_agent_marketplace` |
| Node.js提交 | 待开发 |

### curl命令提交
当您已将AI智能体介绍内容托管于GitHub时，可通过curl命令快速提交至市场。以markitdown仓库为例，假设您需要提交的MCP GitHub仓库地址为：https://github.com/microsoft/markitdown。
首先，请从[密钥生成页面](https://www.deepnlp.org/workspace/keys)获取开发者密钥`AI_AGENT_MARKETPLACE_ACCESS_KEY`。

curl -X POST https://www.deepnlp.org/api/ai_agent_marketplace/registry -H "Content-Type: application/json" -d '{"github":"https://github.com/microsoft/markitdown", "access_key":"{AI_AGENT_MARKETPLACE_ACCESS_KEY}"}'

### Python
#### 安装

pip install ai_agent_marketplace

提交AI智能体

import ai_agent_marketplace as aa
import json

def publish_your_agent():
"""
access_key 可从个人页面获取：
www.deepnlp.org/workspace/my_ai_services
提交后将进入审核流程，您可随时追踪提交状态
可通过 http://www.deepnlp.org/workspace/my_ai_services 获取access_key
"""
access_key = "${your_access_key}"
name = "我的首个AI智能体"

item_info = {}
item_info["content"] = "本AI智能体可为人类完成复杂的编程工作"
item_info["website"] = "https://www.my_first_agent.com"
item_info["field"] = "AI智能体"
item_info["subfield"] = "编程类智能体"
item_info["content_tag_list"] = "coding,python"
result = aa.add(access_key=access_key, name="我的首个AI智能体", item_info=item_info)
url = result["url"] if "url" in result else ""
msg = result["msg"] if "msg" in result else ""
print("## 调试信息：AI智能体市场提交返回消息|%s" % str(msg))
print("## 调试信息：AI智能体市场提交返回链接|%s" % str(url))

publish_your_agent()

2. **AI智能体搜索引擎与搜索API**：

我们同时提供API接口与Python包封装工具

import ai_agent_marketplace as aa
import json

def search_ai_agent_traffic_data():

result = aa.search(q="编程智能体 Jetbrains")
print("## 调试信息：搜索结果|%s" % str(result))

result2 = aa.search(q="编程智能体", limit=20, timeout=5)
print("## 调试信息：搜索结果|%s" % str(result2))

result3 = aa.search(q="", limit=20, timeout=5)
print("## 调试信息：搜索结果|%s" % str(result3))

search_ai_agent_traffic_data()

例如，我们以AI智能体MCP服务器[谷歌地图MCP服务器](https://www.deepnlp.org/store/mcp-server/map/pub-google-maps/google-maps)为例。

唯一ID需遵循`/{ownerid}/{item-id}`格式

{
"unique_id": "google-maps/google-maps",
"content_name": "谷歌地图MCPs",
"content": "谷歌地图MCPs提供定位服务以支持各类API接口...",
"category": "地图服务",
"field": "MCP服务器",
"subfield": "地图",
"content_tag_list": "official",
"website": "maps.google.com",
"content_tag_list": "maps,location",
"github": "https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps"
}

### Node.js
待开发

3. 一键式智能体路由

可体验一键式[API路由智能体](https://agent.deepnlp.org/agent/mcp_tool_use)的Web应用

4. **流量与API使用追踪**

### 核心指标
DeepNLP AI智能体市场监控的核心指标包括：

- 必应/谷歌搜索结果排名
- iOS、安卓应用商店排名
- GitHub仓库排名
- 等


您可访问[DeepNLP AI智能体市场与目录](http://www.deepnlp.org/store/ai-agent)了解更多内容。

#### 搜索排名表现
假设您需要寻找合适的AI智能助手，可协助撰写报告或邮件、安排会议、编写代码等。您可通过谷歌或必应搜索"AI智能助手"、"报告撰写智能体"、"编程智能体"等关键词，而DeepNLP AI智能体市场可帮助您监控AI智能体的搜索结果排名。您可导航至AI智能体目录的"邮件撰写"分类页，查看评分最高的AI智能体及其最新必应搜索排名。

您也可访问[邮件撰写AI智能体目录](http://www.deepnlp.org/store/ai-agent?tag=Email%20Writing)，找到邮件撰写领域的优质AI智能体，例如：


- [mailmeteor.com](http://www.deepnlp.org/store/ai-agent/email-writing/pub-mailmeteor-com/mailmeteor-com)
必应搜索排名：2.0

- [galaxy.ai](http://www.deepnlp.org/store/ai-agent/email-writing/pub-galaxy-ai/galaxy-ai)
必应搜索排名：3.0

AI智能体的必应搜索排名指标基于各类相关关键词计算，每日更新。您可追踪快速增长的AI智能体的每日趋势变化。


#### GitHub性能追踪
部分AI智能体为开源项目，您可通过GitHub追踪其表现，找到优质的开源AI智能体。您可访问[编程类AI智能体目录](http://www.deepnlp.org/store/ai-agent?tag=Coding%20Agent)，监控如GitHub仓库星标数等指标。


您可找到热门的高星标GitHub项目，例如：

- [Vanna AI](http://www.deepnlp.org/store/ai-agent/ai-agent/pub-vanna-ai/vanna-ai)
- [Cody](http://www.deepnlp.org/store/ai-agent/ai-agent/pub-cody-by-sourcegraph/cody-by-sourcegraph)
- [微软Taskweaver](http://www.deepnlp.org/store/ai-agent/coding-agent/pub-taskweaver-microsoft/taskweaver-microsoft)


#### 访问AI智能体数据集与API

|快照时间| 数据集链接 |
| 2025-10 | https://huggingface.co/datasets/DeepNLP/AI-Agent-Marketplace-Index |

## 贡献指南
欢迎向AGENT.md提交贡献，添加您的仓库链接与介绍内容。

搜集汇总

背景与挑战

背景概述

该数据集是一个开源AI Agent市场索引，收录了来自30多个类别的超过10K+ AI Agent信息，涵盖自主代理、聊天机器人等多个领域。它提供AI Agent注册、搜索、路由、流量跟踪和货币化等核心功能，旨在支持开发者和用户在整个AI Agent生命周期中的需求。