{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_mcravggvheqy","handle":"ipl-text2sql-mcp","url":"https://wellknown.network/agents/ipl-text2sql-mcp","links":{"self":"https://wellknown.network/agents/ipl-text2sql-mcp/record.json","html":"https://wellknown.network/agents/ipl-text2sql-mcp","markdown":"https://wellknown.network/agents/ipl-text2sql-mcp/record.md","api":"https://wellknown.network/api/v1/agents/ipl-text2sql-mcp","status":"https://wellknown.network/api/v1/agents/ipl-text2sql-mcp/status","claim":"https://wellknown.network/agents/ipl-text2sql-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/ipl-text2sql-mcp/claim.json","badge":"https://wellknown.network/agents/ipl-text2sql-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/ipl-text2sql-mcp/history","tools":"https://wellknown.network/api/v1/agents/ipl-text2sql-mcp/tools"},"ard":{"identifier":"urn:air::server:ipl-text2sql-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"ipl-text2sql-mcp","summary":"MCP server for IPL cricket analytics with natural language SQL queries","description":"<div align=\"center\"> \n \n# 🏏 IPL Text2SQL MCP Server \n \n**Ask IPL cricket questions in plain English. Get answers from a full database.** \n \n[![Python](https://img.shields.io/badge/Python-3.8%2B-blue?logo=python&logoColor=white)](https://python.org) \n[![PyPI](https://img.shields.io/pypi/v/ipl-text2sql-mcp)](https://pypi.org/project/ipl-text2sql-mcp/) \n[![MCP](https://img.shields.io/badge/MCP-FastMCP-orange)](https://github.com/modelcontextprotocol) \n[![LangChain](https://img.shields.io/badge/LangChain-SQL%20Toolkit-green)](https://langchain.com) \n[![OpenRouter](https://img.shields.io/badge/OpenRouter-GPT--4--turbo-412991?logo=openai&logoColor=white)](https://openrouter.ai) \n[![License](https://img.shields.io/badge/License-MIT-yellow)](LICENSE) \n \n*Powered by MCP · LangChain · LangGraph · SQLite* \n \n</div> \n \n--- \n \n## What is this? \n \n**IPL Text2SQL MCP** is an agentic AI system that lets you query a full IPL cricket database using plain English. Type a question, and a ReAct agent automatically figures out the right SQL, runs it, and returns a clear answer — no SQL knowledge required. \n \n``` \n\"Who leads the 2026 Orange Cap right now?\" \n  → Abhishek Sharma (SRH) with 44 avg runs per match \n``` \n \nThe system is built on the **Model Context Protocol (MCP)**, which means the SQL tools are served as a standalone MCP server that any MCP-compatible client (Claude Desktop, custom agents, etc.) can connect to. \n \n--- \n \n## Installation \n \n### From PyPI (Recommended) \n \n```bash \npip install ipl-text2sql-mcp \n``` \n \n### From Source \n \n```bash \ngit clone https://github.com/yourusername/ipl-text2sql-mcp.git \ncd ipl-text2sql-mcp \npip install -e . \n``` \n \n### Development Installation \n \n```bash \ngit clone https://github.com/yourusername/ipl-text2sql-mcp.git \ncd ipl-text2sql-mcp \npip install -e \".[dev]\" \n``` \n \n--- \n \n## Quick Start \n \n1. **Set up your database:** \n   ```bash \n   python create_ipl_db.py \n   ``` \n \n2. **Configure your API key:** \n   ```bash \n   # Create .env file \n…","publisher":{"name":"IPL Analytics Team","url":null},"homepage":"https://github.com/yourusername/ipl-text2sql-mcp","repository":"https://github.com/yourusername/ipl-text2sql-mcp/blob/main/CHANGELOG.md","version":"0.1.0","license":"MIT License \n         \n        Copyright (c) 2024 IPL Text2SQL …","protocols":["mcp"],"tags":["ipl","cricket","analytics","sql","mcp","ai","llm"],"pricing":null,"endpoints":[{"url":"pypi:ipl-text2sql-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.database","name":"Databases","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["data","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":"ipl-text2sql-mcp","registry":"pypi","observedAt":"2026-09-15T21:22:05.683Z","publishedAt":"2026-05-05T18:21:03.226322Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"ipl-text2sql-mcp","url":"https://pypi.org/project/ipl-text2sql-mcp/","firstSeenAt":"2026-09-09T22:21:58.159Z","fetchedAt":"2026-09-15T21:20:19.314Z","normalizedAt":"2026-09-15T21:20:19.314Z"}]},"firstSeenAt":"2026-09-09T22:21:58.159Z","updatedAt":"2026-09-15T21:22:05.683Z"}