{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_vh2dphczgptw","handle":"iflow-mcp-sourangshupal-custompymcpserver","url":"https://wellknown.network/agents/iflow-mcp-sourangshupal-custompymcpserver","links":{"self":"https://wellknown.network/agents/iflow-mcp-sourangshupal-custompymcpserver/record.json","html":"https://wellknown.network/agents/iflow-mcp-sourangshupal-custompymcpserver","markdown":"https://wellknown.network/agents/iflow-mcp-sourangshupal-custompymcpserver/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-sourangshupal-custompymcpserver","status":"https://wellknown.network/api/v1/agents/iflow-mcp-sourangshupal-custompymcpserver/status","claim":"https://wellknown.network/agents/iflow-mcp-sourangshupal-custompymcpserver/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-sourangshupal-custompymcpserver/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-sourangshupal-custompymcpserver/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-sourangshupal-custompymcpserver/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-sourangshupal-custompymcpserver/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-sourangshupal-custompymcpserver","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp-sourangshupal-custompymcpserver","summary":"Building your own Custom MCP Servers","description":"# 🚀 Build Custom MCP Servers 📝☀️📰\n\n## 📖 Project Description\n\nThis project demonstrates a simple MCP Servers built using the MCP `mcp[cli]` Python SDK. It provides several tools exposed through the MCP server:\n\n*   **Note Management:** Add, read, retrieve the latest, and generate summaries of notes stored locally.\n*   **Weather Information:** Fetch current weather data for a specified city using the WeatherAPI.com service.\n*   **News Search:** Perform news searches using the Brave Search API.\n\nIt utilizes API keys stored in a `.env` file for external services.\n\n## 🛠️ Setup Instructions\n\nFollow these steps to get the FastMCP agent running:\n\n1.  **Prerequisites:**\n    *   Python 3.12 installed.\n    *   A virtual environment manager (like `venv`, `pipenv`, `poetry`, or `uv`) is recommended.\n\n2.  **Clone the Repository (if you haven't already):**\n    ```bash\n    # Make sure you are in the correct parent directory\n    git clone https://github.com/sourangshupal/Build-Custom-MCP-Servers # Or use the current directory if already cloned\n    cd Build-Custom-MCP-Servers \n    ```\n\n3.  **Set up Virtual Environment & Install Dependencies:**\n    *   Install dependencies (assuming uv, based on uv.lock, otherwise adjust for pip/poetry):\n        ```bash\n        uv sync\n        uv lock\n        source .venv/bin/activate  # On Windows use `.venv\\Scripts\\activate`\n        ```\n    *   OR\n        ```bash\n        pip install uv # if you don't have uv\n        uv pip install -r requirements.txt # Or uv sync if using pyproject.toml directly\n        # If not using uv, likely: pip install -r requirements.txt or poetry install or pip install .\n        ```\n\n4.  **Configure Environment Variables:**\n    *   Copy the example environment file:\n        ```bash\n        cp .env.example .env\n        ```\n    *   Edit the newly created `.env` file and add your API keys:\n        ```dotenv\n        WEATHER_API_KEY=\"YOUR_WEATHER_API_KEY\"\n        BRAVE_API_KEY=\"YOUR_BRAVE_API_KEY\"\n        ```\n\n5.  **Run the…","publisher":null,"homepage":null,"repository":null,"version":"0.1.5","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp-sourangshupal-custompymcpserver","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"iflow-mcp-sourangshupal-custompymcpserver","registry":"pypi","observedAt":"2026-09-15T20:21:23.496Z","publishedAt":"2026-01-28T06:56:16.744188Z","latestVersion":"0.1.5"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp-sourangshupal-custompymcpserver","url":"https://pypi.org/project/iflow-mcp-sourangshupal-custompymcpserver/","firstSeenAt":"2026-09-09T21:24:00.894Z","fetchedAt":"2026-09-15T20:19:43.718Z","normalizedAt":"2026-09-15T20:19:43.718Z"}]},"firstSeenAt":"2026-09-09T21:24:00.894Z","updatedAt":"2026-09-15T20:21:23.496Z"}