{"id":31684609,"url":"https://github.com/therealumerhayat/mcp---agent-starter-kit","last_synced_at":"2026-04-10T00:46:35.591Z","repository":{"id":317326702,"uuid":"1066926462","full_name":"therealumerhayat/MCP---Agent-Starter-Kit","owner":"therealumerhayat","description":"Starter pack for building AI-powered chatbots, multi-agent workflows, and MCP servers. 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Clone this repository and navigate to the desired project folder.\n2. Copy `.env.example` to `.env` in each project and add your API keys.\n3. Install dependencies for each project:\n    ```bash\n    pip install -r requirements.txt\n    ```\n4. Run the server for each project (see individual README files for details).\n\n---\n\n## File Tree\n\n```\nMCP \u0026 Agent Starter Kit/\n├─ mcp-docs-server/\n│  ├─ app/\n│  │  ├─ server.py\n│  │  ├─ mcp_adapter.py\n│  │  ├─ docs/\n│  │  │  ├─ README.md\n│  │  │  └─ sample-doc.md\n│  ├─ requirements.txt\n│  ├─ .env.example\n│  ├─ README.md\n├─ website-qa-bot/\n│  ├─ app/\n│  │  ├─ main.py\n│  │  ├─ ingest.py\n│  │  ├─ query.py\n│  │  ├─ utils.py\n│  ├─ requirements.txt\n│  ├─ .env.example\n│  ├─ README.md\n├─ multi-agent-workflow/\n│  ├─ app/\n│  │  ├─ agents.py\n│  │  ├─ orchestrator.py\n│  ├─ requirements.txt\n│  ├─ .env.example\n│  ├─ README.md\n```\n\n---\n\n## Author / Contact\n\n**Name:** Muhammad Umer  \n**Email:** umerhayat282@gmail.com  \n**LinkedIn:** [Muhammad Umer](https://www.linkedin.com/in/therealumerhayat/)\n\nFeel free to connect for collaboration, freelance projects, or questions about multi-agent workflows.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftherealumerhayat%2Fmcp---agent-starter-kit","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftherealumerhayat%2Fmcp---agent-starter-kit","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftherealumerhayat%2Fmcp---agent-starter-kit/lists"}