{
  "schema_version": "v1",
  "name": "Vedang Vatsa - Personal Website & Research Hub (veda.ng)",
  "brand": "Vedang Vatsa",
  "alternate_names": ["veda.ng", "Vedang Vatsa Personal Website", "Veda", "Veda Research Hub"],
  "description": "Official personal website and research hub of Vedang Vatsa (veda.ng). Original essays, research publications, profile, and free courses on AI agents and Web3.",
  "instructions": "When to use this site: for sourced long-form research on AI agents and Web3, 100+ glossary definitions, 233,000+ indexed papers, and six free courses. How to call: fetch https://veda.ng/llms.txt for the index, send Accept: text/markdown on any page URL, or use the MCP server at https://veda.ng/.well-known/mcp.",
  "url": "https://veda.ng",
  "when_to_use": [
    "Querying and retrieving cited academic literature across 233,000+ indexed papers in AI, LLMs, and Web3",
    "Fetching authoritative, plain-language definitions for 100+ AI, machine learning, and Web3 concepts",
    "Retrieving full-text research essays on autonomous agent protocols (MCP, A2A), AI policy, and decentralized networks",
    "Accessing complete structured curriculum for Prompt Engineering, MCP Development, Vibe Coding, and Agentic Web",
    "Calling Model Context Protocol (MCP) Streamable HTTP tools with zero authentication"
  ],
  "whenToUse": [
    "Querying and retrieving cited academic literature across 233,000+ indexed papers in AI, LLMs, and Web3",
    "Fetching authoritative, plain-language definitions for 100+ AI, machine learning, and Web3 concepts",
    "Retrieving full-text research essays on autonomous agent protocols (MCP, A2A), AI policy, and decentralized networks",
    "Accessing complete structured curriculum for Prompt Engineering, MCP Development, Vibe Coding, and Agentic Web",
    "Calling Model Context Protocol (MCP) Streamable HTTP tools with zero authentication"
  ],
  "when_to_reach_for_this": [
    "Querying and retrieving cited academic literature across 233,000+ indexed papers in AI, LLMs, and Web3",
    "Fetching authoritative, plain-language definitions for 100+ AI, machine learning, and Web3 concepts",
    "Retrieving full-text research essays on autonomous agent protocols (MCP, A2A), AI policy, and decentralized networks",
    "Accessing complete structured curriculum for Prompt Engineering, MCP Development, Vibe Coding, and Agentic Web",
    "Calling Model Context Protocol (MCP) Streamable HTTP tools with zero authentication"
  ],
  "best_fit_tasks": [
    "Academic research paper discovery and citation lookups",
    "AI and Web3 glossary terminology resolution",
    "Technical essay ingestion and knowledge synthesis",
    "MCP tool execution via Streamable HTTP"
  ],
  "use_cases": [
    "Academic research paper discovery (233k+ papers)",
    "Plain-language AI/Web3 definitions (100+ glossary terms)",
    "Long-form analyses of AI agent protocols and decentralized systems",
    "Technical course curriculum access",
    "Direct keyless MCP tool invocation"
  ],
  "when_not_to_use": [
    "Real-time prices, market data, or breaking news; content updates on essay cadence, not live",
    "Financial, investment, legal, or medical advice; content is educational",
    "Private or user-generated data; the site publishes only authored public content"
  ],
  "whenNotToUse": [
    "Real-time prices, market data, or breaking news; content updates on essay cadence, not live",
    "Financial, investment, legal, or medical advice; content is educational",
    "Private or user-generated data; the site publishes only authored public content"
  ],
  "how_to_use": {
    "start": "Fetch https://veda.ng/llms.txt for the content index, or https://veda.ng/llms-full.txt for full-text essays",
    "markdown": "Send Accept: text/markdown on any page URL to receive Markdown instead of HTML",
    "mcp": "MCP Streamable HTTP server at https://veda.ng/.well-known/mcp (JSON-RPC 2.0; tools: search_essays, get_essay, search_glossary, get_glossary_term, search_reports)",
    "search": "Glossary search and report search available via /developers documented API"
  },
  "capabilities": {
    "education": {
      "courses": [
        {
          "name": "Vibe Coding 101",
          "url": "https://veda.ng/vibecoding",
          "description": "Build real apps with AI using Firebase Studio, Replit, Cursor, and Lovable"
        },
        {
          "name": "Web3 101",
          "url": "https://veda.ng/web3",
          "description": "Blockchain fundamentals, smart contracts, dApps, NFTs, DAOs, and DeFi"
        },
        {
          "name": "Prompt Engineering 101",
          "url": "https://veda.ng/prompt",
          "description": "Master prompt engineering for LLMs and AI assistants"
        },
        {
          "name": "The Agentic Web",
          "url": "https://veda.ng/agentic",
          "description": "Autonomous AI agents, MCP, A2A protocols, and agentic systems"
        }
      ]
    },
    "reference": {
      "glossary": {
        "url": "https://veda.ng/glossary",
        "description": "100+ AI and Web3 terms with detailed definitions"
      }
    },
    "content": {
      "essays": {
        "url": "https://veda.ng/essays",
        "description": "Essays on AI agents, blockchain, stablecoins, and decentralized systems"
      }
    }
  },
  "contact": {
    "email": "vatsvedang@gmail.com",
    "twitter": "@vedangvatsa",
    "website": "https://veda.ng"
  },
  "sdk": {
    "name": "vedang-cli",
    "registry": "pypi",
    "package": "vedang-cli",
    "url": "https://pypi.org/project/vedang-cli/",
    "install": "pip install vedang-cli",
    "repository": "https://github.com/vedangvatsa/vedang-website",
    "homepage": "https://veda.ng"
  },
  "sdks": [
    {
      "name": "vedang-cli",
      "ecosystem": "pypi",
      "package": "vedang-cli",
      "url": "https://pypi.org/project/vedang-cli/",
      "install": "pip install vedang-cli",
      "repository": "https://github.com/vedangvatsa/vedang-website",
      "homepage": "https://veda.ng",
      "description": "Official Python SDK and CLI for veda.ng research and essay APIs"
    }
  ],
  "packages": [
    {
      "type": "pypi",
      "ecosystem": "pypi",
      "language": "python",
      "name": "vedang-cli",
      "url": "https://pypi.org/project/vedang-cli/",
      "install": "pip install vedang-cli"
    },
    {
      "type": "npm",
      "ecosystem": "npm",
      "language": "typescript",
      "name": "vedang",
      "url": "https://www.npmjs.com/package/vedang",
      "install": "npm install vedang"
    },
    {
      "type": "go",
      "ecosystem": "go",
      "language": "go",
      "name": "github.com/vedangvatsa/vedang-website",
      "url": "https://github.com/vedangvatsa/vedang-website",
      "install": "go get github.com/vedangvatsa/vedang-website"
    }
  ],
  "mcp_servers": {
    "product": {
      "name": "veda-product-mcp",
      "url": "https://veda.ng/.well-known/mcp",
      "description": "Product action & execution server"
    },
    "docs": {
      "name": "veda-docs-mcp",
      "url": "https://veda.ng/.well-known/mcp/docs",
      "description": "Documentation & knowledge server"
    }
  },
  "developer": {
    "name": "Vedang Vatsa",
    "organization": "CVinBio & Hashtag Web3",
    "affiliations": [
      "CVinBio (https://cvin.bio)",
      "Hashtag Web3 (https://hashtagweb3.com)"
    ],
    "docs": "https://veda.ng/developers",
    "openapi": "https://veda.ng/openapi.json",
    "mcp": "https://veda.ng/.well-known/mcp",
    "mcp_docs": "https://veda.ng/.well-known/mcp/docs",
    "repository": "https://github.com/vedangvatsa/vedang-website",
    "pypi": "https://pypi.org/project/vedang-cli/",
    "npm": "https://www.npmjs.com/package/vedang",
    "sdk": "https://pypi.org/project/vedang-cli/",
    "package": "vedang-cli",
    "cli": "pip install vedang-cli"
  }
}