Update README.md

README.md

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-license: mit
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+---
+license: mit
+tags:
+- ai-agent
+- mcp-servers
+---
+
+# MCP SERVER Agent Meta and Traffic Dataset in AI Agent Marketplace | AI Agent Directory | AI Agent Index from DeepNLP
+
+This dataset is collected from AI Agent Marketplace Index and Directory at [MCP Servers Directory](http://deepnlp.org/store/ai-agent/mcp-server), which contains AI Agents's meta information such as agent's name, website, description, as well as the monthly updated Web performance metrics, including Google,Bing average search ranking positions, Github Stars, Arxiv References, etc.
+The dataset is helpful for AI researchers and practitioners to do analysis, write reports, monitor the trends and track the exponentially growth (though flat) of number of AI Agents in all fields.
+
+To add and list your agent to the Agent Index, please visit [AI Agent Directory](http://www.deepnlp.org/store/ai-agent), use the the workspace [http://www.deepnlp.org/workspace/my_ai_services](http://www.deepnlp.org/workspace/my_ai_services) or using python API
+
+To Search all agents, please use AI Agent Search Engine [Agent Search Engine](http://www.deepnlp.org/search/agent)
+
+[Github AI Agent Marketplace](https://github.com/AI-Agent-Hub/AI-Agent-Marketplace)
+
+[Pypi AI Agent Marketplace](https://pypi.org/project/ai-agent-marketplace/)
+
+
+# Data Samples
+
+
+## [AgentRPC](https://www.agentrpc.com/)
+<details>
+
+### website
+https://www.agentrpc.com/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-agentrpc/agentrpc
+### description
+↗ Toggle menu Node.js Go Python OpenAI Anthropic Groq Cerebras OpenRouter LiteLLM > import  { AgentRPC }  from  'agentrpc' ;   import  { z }  from  'zod' ;    const rpc =  new  AgentRPC ( {  apiSecret
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [Git](https://github.com/modelcontextprotocol/servers/tree/main/src/git)
+<details>
+
+### website
+https://github.com/modelcontextprotocol/servers/tree/main/src/git
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-git/git
+### description
+ - Tools to read, search, and manipulate Git repositories
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [Actors MCP Server](https://apify.com/apify/actors-mcp-server)
+<details>
+
+### website
+https://apify.com/apify/actors-mcp-server
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-actors-mcp-server/actors-mcp-server
+### description
+: Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [ArangoDB](https://arangodb.com/)
+<details>
+
+### website
+https://arangodb.com/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-arangodb/arangodb
+### description
+Enable JavaScript and cookies to continue 正在验证您是否是真人。这可能需要几秒钟时间。,.
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [Anki](https://apps.ankiweb.net)
+<details>
+
+### website
+https://apps.ankiweb.net
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-anki/anki
+### description
+Anki Anki The single biggest change that Anki brings about is that it means memory is no longer a haphazard event, to be left to chance. Rather, it guarantees I will remember something, with minimal e
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [Descope](https://descope.com)
+<details>
+
+### website
+https://descope.com
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-descope/descope
+### description
+Skip to main content Log In Sign up Book a demo CIAM | CIAMC CIAM C | Sign up Speak with us flow | flow flow flow  | endless endless Learn more Learn more Learn more Learn more Learn more Explore docs
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [AWS KB Retrieval](https://github.com/modelcontextprotocol/servers/tree/main/src/aws-kb-retrieval-server)
+<details>
+
+### website
+https://github.com/modelcontextprotocol/servers/tree/main/src/aws-kb-retrieval-server
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-aws-kb-retrieval/aws-kb-retrieval
+### description
+Toggle navigation   Explore By company size By use case By industry Topics Explore Repositories Available add-ons Search or jump to...  Clear   You signed in with another tab or window. Reload to refr
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [Lingo.dev](https://lingo.dev)
+<details>
+
+### website
+https://lingo.dev
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-lingo-dev/lingo-dev
+### description
+zh       Mistral AI        Mistral AI    AI 本地化引擎  Git 原生 UI 本地化  动态内容的 API 和 SDK  可组合基础设施  可定制品牌声音  企业级选项 为开发者而设计 Next.js React Ruby on Rails Flutter Contentful Prismic iOS Android Django PHP Laravel
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [OpenRPC](https://open-rpc.org)
+<details>
+
+### website
+https://open-rpc.org
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-openrpc/openrpc
+### description
+Explore the Playground  The OpenRPC Specification defines a standard, programming language-agnostic interface description for JSON-RPC 2.0 APIs. Watch the Webinar   Get Started  - New to OpenRPC? - Wh
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [APIMatic](https://www.apimatic.io/)
+<details>
+
+### website
+https://www.apimatic.io/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-apimatic/apimatic
+### description
+. The server processes OpenAPI files and returns validation summaries by leveraging APIMatic’s API.
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [gotoHuman](https://www.gotohuman.com)
+<details>
+
+### website
+https://www.gotohuman.com
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-gotohuman/gotohuman
+### description
+pip npm never shared restricted European GDPR and CCPA/CPRA SOC 3 and ISO 27001, inbox.
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [Adfin](https://www.adfin.com/)
+<details>
+
+### website
+https://www.adfin.com/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-adfin/adfin
+### description
+Marketing Personalization Analytics Adfin is the only platform you need to get paid - faster and at a lower cost. No chasing, no checking bank accounts, no work at all. Sync Adfin to your accounting p
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [Milvus](https://github.com/zilliztech/mcp-server-milvus)
+<details>
+
+### website
+https://github.com/zilliztech/mcp-server-milvus
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-milvus/milvus
+### description
+ - Search, Query and interact with data in your Milvus Vector Database.
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [Playwright](https://github.com/executeautomation/mcp-playwright)
+<details>
+
+### website
+https://github.com/executeautomation/mcp-playwright
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-playwright/playwright
+### description
+ - This MCP Server will help you run browser automation and webscraping using Playwright
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [Discord](https://github.com/v-3/discordmcp)
+<details>
+
+### website
+https://github.com/v-3/discordmcp
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-discord/discord
+### description
+ - A MCP server to connect to Discord guilds through a bot and read and write messages in channels
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [Aiven projects](https://go.aiven.io/mcp-server)
+<details>
+
+### website
+https://go.aiven.io/mcp-server
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-aiven-projects/aiven-projects
+### description
+Skip to content Platform Solutions Resources Company Pricing Change language Platform Platform Solutions Solutions Resources Resources Company Company Pricing Log in Get started for free Book a demo L
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [Holaspirit](https://www.holaspirit.com/)
+<details>
+
+### website
+https://www.holaspirit.com/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-holaspirit/holaspirit
+### description
+.
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [AgentQL](https://www.agentql.com/)
+<details>
+
+### website
+https://www.agentql.com/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-agentql/agentql
+### description
+AgentQL Join our Discord Fork on GitHub  Get API key       Product Hunt#1 Product of the Day Product Hunt #1 Product of the Day Product Hunt#1 Product of the Week Product Hunt #1 Product of the Week  
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [OpenAPI](https://www.openapis.org/)
+<details>
+
+### website
+https://www.openapis.org/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-openapi/openapi
+### description
+search Menu  About About Technical Steering Committee Code of Conduct Transparency Report Specifications Latest OAS Arazzo Specifications Overlay Spec Registries Learn about the OAI Spec Share your OA
+### category
+MCP SERVER
+### tags
+
+
+</details>
+
+
+## [Reaper](https://www.reaper.fm/)
+<details>
+
+### website
+https://www.reaper.fm/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/mcp-server/pub-reaper/reaper
+### description
+Track Lanes: Swipe Comping: FX Containers and Parallel Routing: More Track Channels and MIDI I/O: Keyboard/Mouse Overrides: Usability Improvements: And That's Not All: Razor Edits: ReaLimit: R
+### category
+MCP SERVER
+### tags
+
+
+</details>