{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_2m7kqawk6yk8","handle":"iflow-mcp-halilkkaya-mcp-anlatim","url":"https://wellknown.network/agents/iflow-mcp-halilkkaya-mcp-anlatim","links":{"self":"https://wellknown.network/agents/iflow-mcp-halilkkaya-mcp-anlatim/record.json","html":"https://wellknown.network/agents/iflow-mcp-halilkkaya-mcp-anlatim","markdown":"https://wellknown.network/agents/iflow-mcp-halilkkaya-mcp-anlatim/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-halilkkaya-mcp-anlatim","status":"https://wellknown.network/api/v1/agents/iflow-mcp-halilkkaya-mcp-anlatim/status","claim":"https://wellknown.network/agents/iflow-mcp-halilkkaya-mcp-anlatim/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-halilkkaya-mcp-anlatim/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-halilkkaya-mcp-anlatim/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-halilkkaya-mcp-anlatim/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-halilkkaya-mcp-anlatim/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-halilkkaya-mcp-anlatim","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_halilkkaya_mcp-anlatim","summary":"AI-based vehicle gallery assistant using Model Context Protocol (MCP)","description":"# 🚗 MCP Araç Arama Sistemi - AI Tabanlı Araç Galeri Asistanı\n\n![MCP Logo](mcp.jpeg)\n\nBu proje, **Model Context Protocol (MCP)** kullanarak AI asistanlarına gerçek zamanlı araç veritabanı erişimi sağlayan kapsamlı bir örnek uygulamadır. Claude, ChatGPT gibi büyük dil modellerinin veritabanlarıyla nasıl etkileşim kurabileceğini gösterir.\n\n## 🎯 Proje Özeti\n\nMCP (Model Context Protocol), AI modellerinin dış veri kaynaklarına standartlaştırılmış şekilde erişmesini sağlayan devrimsel bir protokoldür. Bu proje, araç galeri senaryosu üzerinden MCP'nin gücünü pratik olarak göstermektedir.\n\n### 🔥 Temel Özellikler\n\n- **🤖 AI Asistanı**: Claude ile doğal dil kullanarak araç arama\n- **🗄️ MCP Server**: MySQL veritabanına güvenli erişim\n- **📊 Gelişmiş Filtreleme**: 15+ farklı arama kriteri\n- **🌐 Web Entegrasyonu**: Tavily API ile güncel araç bilgileri\n- **📱 Çoklu Arayüz**: Terminal, Streamlit ve web tabanlı\n- **🔒 Güvenlik**: Parametrized queries ile SQL injection koruması\n\n## 🏗️ Proje Mimarisi\n\n![MCP Akış Diyagramı](diyagram.png)\n\n### 📦 Dosya Yapısı\n\n```\nmcp-anlatim/\n├── 📱 Uygulamalar\n│   ├── app.py              # Ana terminal uygulaması (Claude + MCP)\n│   ├── appst.py            # Streamlit web uygulaması-mcpsiz (OpenAI + LangChain)\n│   └── mcpanlatim.py       # Kapsamlı eğitim ve demo uygulaması\n├── 🔧 MCP Server\n│   └── dataturkmcp.py      # FastMCP tabanlı araç arama server'ı\n├── 🗄️ Veri\n│   └── veri.xlsx           # Excel format araç verileri\n├── 📋 Yapılandırma\n│   ├── requirements.txt    # Python bağımlılıkları\n│   └── .env               # Ortam değişkenleri (API anahtarları)\n├── 📚 Dokümantasyon\n│   ├── README.md          # Bu dosya\n│   ├── kaynak.txt         # Kaynaklar ve bağlantılar\n│   └── *.png, *.jpeg      # Görsel materyaller\n└── 📄 LICENSE             # MIT lisansı\n```\n\n## 🚀 Hızlı Başlangıç\n\n### 1️⃣ Kurulum\n\n```bash\n# Projeyi klonla\ngit clone https://github.com/halilkkaya/mcp-anlatim.git\ncd mcp-anlatim\n\n# Sanal ortam oluştur (önerilen)\npython -m venv …","publisher":null,"homepage":null,"repository":null,"version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_halilkkaya_mcp-anlatim","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.terminal","name":"Terminal & Shell","confidence":0.779,"provenance":"derived"},{"slug":"documents.spreadsheets","name":"Spreadsheets","confidence":0.745,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.733,"provenance":"derived"}],"categories":["data","dev","documents"],"language":"tr"},"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_halilkkaya_mcp-anlatim","registry":"pypi","observedAt":"2026-09-15T18:21:49.575Z","publishedAt":"2026-01-04T04:21:46.365301Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_halilkkaya_mcp-anlatim","url":"https://pypi.org/project/iflow-mcp_halilkkaya_mcp-anlatim/","firstSeenAt":"2026-09-09T19:23:27.485Z","fetchedAt":"2026-09-15T18:19:57.150Z","normalizedAt":"2026-09-15T18:19:57.150Z"}]},"firstSeenAt":"2026-09-09T19:23:27.485Z","updatedAt":"2026-09-15T18:21:49.575Z"}