{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_mhksue6gav95","handle":"sinhala-mcp","url":"https://wellknown.network/agents/sinhala-mcp","links":{"self":"https://wellknown.network/agents/sinhala-mcp/record.json","html":"https://wellknown.network/agents/sinhala-mcp","markdown":"https://wellknown.network/agents/sinhala-mcp/record.md","api":"https://wellknown.network/api/v1/agents/sinhala-mcp","status":"https://wellknown.network/api/v1/agents/sinhala-mcp/status","claim":"https://wellknown.network/agents/sinhala-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/sinhala-mcp/claim.json","badge":"https://wellknown.network/agents/sinhala-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/sinhala-mcp/history","tools":"https://wellknown.network/api/v1/agents/sinhala-mcp/tools"},"ard":{"identifier":"urn:air::server:sinhala-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"sinhala-mcp","summary":"MCP server for translating Sinhala/Singlish commands into English technical prompts","description":"<div align=\"center\">\n\n# 🇱🇰 sinhala-mcp\n\n### **🚀 Sri Lanka's First AI-Powered MCP Server for Sinhala Developers**\n\n**Break the language barrier. Code in your mother tongue.**\n\n[![PyPI Version](https://img.shields.io/pypi/v/sinhala-mcp?color=blue&label=PyPI)](https://pypi.org/project/sinhala-mcp/)\n[![Python Version](https://img.shields.io/badge/python-3.10%2B-blue)](https://www.python.org/downloads/)\n[![License](https://img.shields.io/badge/license-MIT-green)](LICENSE)\n[![MCP](https://img.shields.io/badge/MCP-Compatible-orange)](https://modelcontextprotocol.io/)\n[![Made in Sri Lanka](https://img.shields.io/badge/Made%20in-Sri%20Lanka-red)](https://github.com/Thamindu-Dev/sinhala-mcp)\n\n**A production-ready Model Context Protocol server that translates Sinhala/Singlish instructions into precise English technical specifications using Google Gemini AI.**\n\n</div>\n\n---\n\n## ⚠️ Compatibility Notice\n\n**VS Code MCP Extension**: This tool may experience compatibility issues with some VS Code MCP extensions due to model validation restrictions. We are actively working on improvements to enhance compatibility. For the best experience, consider using Claude Desktop or Claude Code CLI.\n\n---\n\n## 🌟 Why sinhala-mcp?\n\nAs the **first of its kind in Sri Lanka**, `sinhala-mcp` empowers Sinhala-speaking developers to:\n\n- 💬 **Code naturally** in your preferred language (Sinhala or Singlish)\n- 🎯 **Get precise technical translations** optimized for AI coding agents\n- 🚀 **Boost productivity** by removing language friction from development workflows\n- 🔥 **Stay ahead** with cutting-edge AI integration via Google's Gemini\n\n## ✨ Features\n\n- 🌍 **Sinhala/Singlish Translation**: Convert colloquial commands into structured English technical specifications\n- 🧠 **Context-Aware**: Automatically infers technical context (e.g., \"Login\" → \"Authentication flow\")\n- 🔒 **Environment Variable Auth**: Secure API key management via environment variables\n- 🚀 **Production-Ready**: Comprehensive error han…","publisher":{"name":"Thamindu Hatharasinghe","url":null},"homepage":"https://github.com/Thamindu-Dev/sinhala-mcp","repository":"https://github.com/Thamindu-Dev/sinhala-mcp","version":"0.1.8","license":"MIT","protocols":["mcp"],"tags":["ai","gemini","mcp","sinhala","translation"],"pricing":null,"endpoints":[{"url":"pypi:sinhala-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":"content.translation","name":"Translation","confidence":1,"provenance":"declared"},{"slug":"security.identity","name":"Identity & Access","confidence":0.825,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.779,"provenance":"derived"}],"categories":["content","dev","security"],"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":"sinhala-mcp","registry":"pypi","observedAt":"2026-10-22T20:24:29.192Z","publishedAt":"2026-01-27T13:56:03.793358Z","latestVersion":"0.1.8"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"sinhala-mcp","url":"https://pypi.org/project/sinhala-mcp/","firstSeenAt":"2026-09-10T12:22:17.562Z","fetchedAt":"2026-10-22T20:22:52.294Z","normalizedAt":"2026-10-22T20:22:52.294Z"}]},"firstSeenAt":"2026-09-10T12:22:17.562Z","updatedAt":"2026-10-22T20:24:29.192Z"}