## Open MCP Marketplace | AI Agent Store Marketplace Index | OneKey MCP Router | AI Agent & MCP Moneytization Revenue Sharing plans | MCP Tool Use Agent from DeepNLP [](https://www.deepnlp.org/store/mcp-server/mcp-server/pub-ai-agent-marketplace-index/ai-agent-marketplace-index) | [](https://www.deepnlp.org/store/mcp-server/mcp-server/pub-ai-agent-marketplace-index/ai-agent-marketplace-index) | [WeChat](https://raw.githubusercontent.com/aiagenta2z/mcp-marketplace/refs/heads/main/docs/mcp_marketplace_wechat_group.png) Visit the website [MCP Tool Use Agent App](https://agent.deepnlp.org/agent/mcp_tool_use) to explore MCP Servers with sota agentic AI Search/Deep Research, Finance Data,Chart Creation, Excel Spreadsheet/Powerpoint usage. **[MCP Open Marketplace and Search Engine](https://www.deepnlp.org/store/ai-agent/mcp-server)**
**[MCP Tool Use Agent App](https://agent.deepnlp.org/agent/mcp_tool_use)**
## Basic Open MCP Marketplace is an open source project aims to make MCP Servers integration into your AI Agent Workflow **Easier**. - **MCP Search Engine and Marketplace**: [MCP Marketplace Index](https://www.deepnlp.org/store/ai-agent/mcp-server) and [MCP Search Engine](https://www.deepnlp.org/search/agent) - **MCP OneKey Router** Use Just One Access Key to Authenticate and Use commercial MCPs, AI Agent & MCP Moneytization Revenue Sharing plans: [OneKey MCP Router](https://github.com/aiagenta2z/OneKey-MCP-Router) introduction and proxy [Onekey MCP servers App](https://github.com/aiagenta2z/mcp-marketplace/tree/main/app/onekey_mcp_router). - **MCP Server Tool Meta and Config**: You can get well-cleaned up MCP Servers Tools Meta information, Tools and Config Schema, etc. - **Web Based MCP Client with Admin Page**: Similar to Claude Desktop, Cursor, and many other clients, Open MCP-Marketplace provides a pured web based MCP client and Admin Page to connect(Start/End) and use MCP tools. - **Agent ToolBox**: Explore, Search Various 11k+ MCP Servers from open mcp marketplace. You can also filter by category, such as official, browser use, map, finance, coding, office software usage, etc. - **Various AI Agent Apps Support**: You can easily integrate the app into your existing Chatbot, AI Search/Deep Research Engine, Excel Spreadsheet/Powerpoint Creation, Video/Image generation, Coding IDE, etc. - **Public API Access**: Visit [API Documentation](http://deepnlp.org/doc/mcp-marketplace) to search related mcp server and tools by keywords, category and more. - **MCP Tool Use Agent and Workflow App**: [MCP Tool Use Agent Source Code](https://github.com/aiagenta2z/mcp-marketplace/tree/main/app/mcp_tool_use) - **Python/Typescript Package Support**: [Pypi](https://pypi.org/project/mcp-marketplace/), Npm ## News - **OneKey MCP Router**: Use OneKey to Access commercial MCPs. Visit [OneKey MCP Router](https://github.com/aiagenta2z/OneKey-MCP-Router) for details. - **Upgraded: Office File Agent and Visualization Agent**: Excel spreadsheet data writing and data analysis agent, Powerpoint generation, Charts Creation. [Excel Spreadsheet Agent](https://agent.deepnlp.org/agent/mcp_tool_use?server=haris-musa/excel-mcp-server), [Visualization Agent](https://agent.deepnlp.org/agent/mcp_tool_use?server=antvis/mcp-server-chart) - **Live MCP Tool Use Agent is Online**, Visit the [MCP Tool Use Agent App](https://agent.deepnlp.org/agent/mcp_tool_use) to see the workflows ## Example MCP Categories Usage | Domain | Related MCP Server| Demo | | ---- | ---- | ---- | | Office File Agent | Excel Spreadsheet, Powerpoint, PDF, etc | [Example](https://agent.deepnlp.org/agent/mcp_tool_use/share/ee640008-6bc1-4c3a-832b-2557f985b540) [MCP]() | | AI Search/Deep Research | Bing/Google Custom/Perplexity/Tavily/Firecrawl | [Demo](https://agent.deepnlp.org/agent/mcp_tool_use?server=tavily-ai/tavily-mcp) [MCP]() | | Map Trip Planning | GoogleMap, Amap(Gaode), BaiduMap, etc. | [Example](https://agent.deepnlp.org/agent/mcp_tool_use/share/8ab0b25c-b72d-4cae-9c86-a852df8c6541) [MCP](https://agent.deepnlp.org/agent/mcp_tool_use?server=amap-mcp/amap-mcp-%E9%AB%98%E5%BE%B7%E5%9C%B0%E5%9B%BE-mcp) [Use MCP]() | | Browser Usage | Playwright, Puppeteer, etc. | [Demo](https://agent.deepnlp.org/agent/mcp_tool_use?server=puppeteer/puppeteer) [MCP]() | | Chart,Graph,Image | everart,mcp-server-charts(AntV),canva-mcp,bing-image-search-mcp | [Example](https://agent.deepnlp.org/agent/mcp_tool_use/share/1a6101e0-9afa-47c4-828c-f3d373dc96f1) [MCP]() | ======= - **MCP Search Engine and Marketplace**: [MCP Marketplace Index](https://www.deepnlp.org/store/ai-agent/mcp-server) and [MCP Search Engine](https://www.deepnlp.org/search/agent) - **MCP OneKey Router** Use Just One Access Key to Authenticate and Use commercial MCPs, AI Agent & MCP Moneytization Revenue Sharing plans: [OneKey MCP Router](https://github.com/aiagenta2z/OneKey-MCP-Router) introduction and proxy [Onekey MCP servers App](https://github.com/aiagenta2z/mcp-marketplace/tree/main/app/onekey_mcp_router). - **MCP Server Tool Meta and Config**: You can get well-cleaned up MCP Servers Tools Meta information, Tools and Config Schema, etc. - **Web Based MCP Client with Admin Page**: Similar to Claude Desktop, Cursor, and many other clients, Open MCP-Marketplace provides a pured web based MCP client and Admin Page to connect(Start/End) and use MCP tools. - **Agent ToolBox**: Explore, Search Various 11k+ MCP Servers from open mcp marketplace. You can also filter by category, such as official, browser use, map, finance, coding, office software usage, etc. - **Various AI Agent Apps Support**: You can easily integrate the app into your existing Chatbot, AI Search/Deep Research Engine, Excel Spreadsheet/Powerpoint Creation, Video/Image generation, Coding IDE, etc. - **Public API Access**: Visit [API Documentation](http://deepnlp.org/doc/mcp-marketplace) to search related mcp server and tools by keywords, category and more. - **MCP Tool Use Agent and Workflow App**: [MCP Tool Use Agent Source Code](https://github.com/aiagenta2z/mcp-marketplace/tree/main/app/mcp_tool_use) - **Python/Typescript Package Support**: [Pypi](https://pypi.org/project/mcp-marketplace/), Npm ## News - **OneKey MCP Router**: Use OneKey to Access commercial MCPs. Visit [OneKey MCP Router](https://github.com/aiagenta2z/OneKey-MCP-Router) for details. - **Upgraded: Office File Agent and Visualization Agent**: Excel spreadsheet data writing and data analysis agent, Powerpoint generation, Charts Creation. [Excel Spreadsheet Agent](https://agent.deepnlp.org/agent/mcp_tool_use?server=haris-musa/excel-mcp-server), [Visualization Agent](https://agent.deepnlp.org/agent/mcp_tool_use?server=antvis/mcp-server-chart) - **Live MCP Tool Use Agent is Online**, Visit the [MCP Tool Use Agent App](https://agent.deepnlp.org/agent/mcp_tool_use) to see the workflows ## Example MCP Categories Usage | Domain | Related MCP Server| Demo | | ---- | ---- | ---- | | Office File Agent | Excel Spreadsheet, Powerpoint, PDF, etc | [Example](https://agent.deepnlp.org/agent/mcp_tool_use/share/ee640008-6bc1-4c3a-832b-2557f985b540) [MCP]() | | AI Search/Deep Research | Bing/Google Custom/Perplexity/Tavily/Firecrawl | [Demo](https://agent.deepnlp.org/agent/mcp_tool_use?server=tavily-ai/tavily-mcp) [MCP]() | | Map Trip Planning | GoogleMap, Amap(Gaode), BaiduMap, etc. | [Example](https://agent.deepnlp.org/agent/mcp_tool_use/share/8ab0b25c-b72d-4cae-9c86-a852df8c6541) [MCP](https://agent.deepnlp.org/agent/mcp_tool_use?server=amap-mcp/amap-mcp-%E9%AB%98%E5%BE%B7%E5%9C%B0%E5%9B%BE-mcp) [Use MCP]() | | Browser Usage | Playwright, Puppeteer, etc. | [Demo](https://agent.deepnlp.org/agent/mcp_tool_use?server=puppeteer/puppeteer) [MCP]() | | Chart,Graph,Image | everart,mcp-server-charts(AntV),canva-mcp | [Demo](https://agent.deepnlp.org/agent/mcp_tool_use/share/93d94694-e673-49d3-b805-820c4ef842bd) [MCP]() | **Example: Route Planning using Google Map MCP** \`\`\` q=Find the best route from JFK Airport to Times Square in New York \`\`\`  **Example: Office Agent Excel Spreadsheet and Powerpoint Creation Usage** \`\`\` 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 Spreadsheet and Powerpoint Office Agent](https://agent.deepnlp.org/agent/mcp_tool_use/share/36f34bd2-5527-40b7-9365-5f0c33fd5e22) **Exmaple: Chart Plotting** \`\`\` q=Plot a pie chart showing 25% of employees graduated within 3 years and 75% graduated more than 3 years ago. \`\`\`  [Excel Spreadsheet and Powerpoint Office Agent](https://agent.deepnlp.org/agent/mcp_tool_use/share/93d94694-e673-49d3-b805-820c4ef842bd) **Example: AI Search Deep Research** Visit [MCP Tool Use App](https://github.com/aiagenta2z/mcp-marketplace/tree/main/app/ai_search) **Example: MCP Admin and Playground To Manage Tools and Servers** Visit [MCP Tool Use App](https://github.com/aiagenta2z/mcp-marketplace/tree/main/app/mcp_tool_use)  ## KEY Features 1. MCP Server Public Index of Tools Schema and Config file Dataset Collection of MCP Servers Tool/Function Call Schemas from 5000+ MCP servers, Useful for Tools RAG, Tools Dispatcher research and R&D. You can search route planning or "map" keywords from raw schema files. Welcome to add your config to the index. [MCP Tool Schema](./tools/README.md) 2. MCP Marketplace Web Integration, See Web Demo and Video how to integrate the Open MCP Marketplace to Your AI Search Engine or Agent Workflow. - **Pure Web-based Plugin** : Show the Panel of MCP Tools from available open MCP marketplace, Support Filtering, Search, Installation
- **Browse Navigate and Pagination** : User can browser the MCP Tools by category and use pagination to navigate.
- **Customized MCP servers Selection and Installation** : Users can choose which MCP tools to perform tasks from mcp tools marketplace with similar features, such as Map Location, Search, Fetch, Payment, etc.
- **Badge**: Put Badge on your homepage Track MCP Servers User Reviews and Ratings, such as  3. Various API Endpoint Support for Your AI Client Development - **Various MCP Marketplace API Endpoint**: Get Server Schema, Such as [pulsemcp.com](https://www.pulsemcp.com), [deepnlp.org](https://www.deepnlp.org), [aiagenta2z.com](https://www.aiagenta2z.com),etc.
- **GET/UPDATE/CREATE** MCP Servers Meta information to get your MCP Server more visibilityy.
- **Python and Typescript SDK** Search and registry of MCP Servers and Tools
- **Rich Meta Data** Tools, Servers Description, URL, Category, Github stars, User reviews score, Ratings and more statistics.
4. Agent Workflow of MCP Marketplace - [**MCP Tools Dispatcher Agent**](#tool_dispatcher): The MCP Tool Dispatcher Agent helps to retrieve relevent tools from thousands of MCP servers and tools from marketplace, and reduce the context token length of function call LLM. ## 1. MCP Server Public Index of Tools Schema and mcp.config file See [MCP Tool Schema](./tools/README.md) for details. Collected tools schema from google map mcp \`\`\` \{"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 Client Integration ### MCP Tool Use Agent MCP Marketplace Browse and Pagination of MCP Servers [Demo](https://agent.deepnlp.org/agent/mcp_tool_use)  ## 3. Various API Endpoint Support for Your AI Client Development ### Supported MCP Marketplace API Provider | Endpoint | API | Website | | --- | ---- | ---- | | 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 and Typescript SDK For official documentation of MCP Marketplace API, please check https://www.deepnlp.org/doc/mcp_marketplace , [Python SDK](./python/README.md) and [Typescript SDK (WIP)]() **Installation** \`\`\` pip install mcp-marketplace \`\`\` **Usage** #### Search MCP Server Search MCP Server by Meta Information by unique id, query or category \`\`\` 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 Endpoint** \`\`\` curl https://www.deepnlp.org/api/mcp_marketplace/v1/server/google-maps/google-maps \`\`\` **Result** \`\`\` \{ "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" \}] \} \`\`\` #### List Available Tools \`\`\` 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 Endpoint** \`\`\` 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"]\}\}]\} \`\`\` #### List MCP Config files **API** \`\`\` GET /api/mcp_marketplace/v1/server/$\{owner_id\}/$\{repo_name\} \`\`\` ## Resources ### Badage Put Badge on your homepage markdown to track MCP Servers User Reviews and Ratings, such as [](https://www.deepnlp.org/store/ai-agent/mcp-server/pub-google-maps/google-maps). change google-maps/google-maps to your MCP "owner_name"/"repo_name" \`\`\` ](https://www.deepnlp.org/store/ai-agent/mcp-server/pub-$\{owner_name\}/$\{repo_name\}) ## google map ](https://www.deepnlp.org/store/ai-agent/mcp-server/pub-google-maps/google-maps) \`\`\` ## 4. Agent Workflow of MCP Marketplace (WIP) Here is a diagram of how MCP Marketplace is integrated to your Agent Workflow \`\`\`mermaid 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 \`\`\` ## Contribution ## Resources - [MCP Marketplace DeepNLP](https://www.deepnlp.org/store/ai-agent/mcp-server) - [MCP Marketplace PulseMCP](https://www.pulsemcp.com/) - [AI Agent Marketplace](https://www.deepnlp.org/store/ai-agent)