Build Vault

{
  "id": "aix_fc74418a21",
  "name": "Build Vault",
  "operator": "(unclaimed - source: pulsemcp · publisher: github.com)",
  "description": "Transforms The Build Podcast into a searchable knowledge base using hybrid vector and full-text search, providing semantic search across business ideas, frameworks, products, and expert insights from podcast episodes with speaker-specific filtering and analytics resources.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-27",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "citation-check",
    "data-enrichment",
    "podcast-editing"
  ],
  "protocols": {
    "mcp": "https://mcp.buildaipod.com/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 2205,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 46,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-27T16:01:12.918Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://www.pulsemcp.com/servers/build-vault"
    },
    {
      "label": "repository",
      "url": "https://github.com/the-build-podcast/build-vault-mcp-server"
    },
    {
      "label": "listing",
      "url": "https://vault.buildaipod.com/"
    }
  ],
  "avatar": "https://github.com/the-build-podcast.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/the-build-podcast"
    }
  ],
  "public_stats": {
    "gh_stars": 2
  },
  "profile": {
    "mcp_server": "build-vault",
    "mcp_version": "0.3.0",
    "tool_count": 18,
    "tools": [
      {
        "name": "list_products",
        "description": "List AI insights from vault.buildaipod.com with optional filtering."
      },
      {
        "name": "search_products",
        "description": "Semantic search for AI insights using natural language."
      },
      {
        "name": "get_product_details",
        "description": "Get detailed information about a specific AI insight by ID."
      },
      {
        "name": "find_similar_products",
        "description": "Find insights similar to a given insight using vector similarity."
      },
      {
        "name": "search_by_date_range",
        "description": "Find AI insights from episodes published within a date range."
      },
      {
        "name": "search_by_category",
        "description": "Search AI insights by category (frameworks, points_of_view, business_ideas, stories, quotes, products)."
      },
      {
        "name": "search_by_timeframe",
        "description": "Search insights within a within-episode timestamp range."
      },
      {
        "name": "get_timeline_insights",
        "description": "Get chronological insights across episodes (newest first)."
      },
      {
        "name": "list_episodes",
        "description": "List podcast episodes ordered by date with numbers, titles and metadata."
      },
      {
        "name": "search",
        "description": "Search AI insights, episodes and topics from the Build AI Pod vault for deep research."
      },
      {
        "name": "fetch",
        "description": "Retrieve complete content with full context and metadata for deep research and citation."
      },
      {
        "name": "list_products_catalog",
        "description": "Browse the curated AI product catalog (approved products), most-mentioned first."
      },
      {
        "name": "search_products_catalog",
        "description": "Find products in the catalog by natural-language query (semantic when available)."
      },
      {
        "name": "get_catalog_product",
        "description": "Get detailed information about a product from the catalog by ID."
      },
      {
        "name": "search_segments",
        "description": "Semantic search over podcast transcript segments."
      },
      {
        "name": "list_episode_links",
        "description": "List enriched links/resources referenced across episodes (Spotlight)."
      },
      {
        "name": "insights_by_domain",
        "description": "Filter insights by technical domain and/or implementation difficulty (1-5)."
      },
      {
        "name": "insights_by_tool_category",
        "description": "Filter insights by tool category."
      }
    ],
    "profiled_at": "2026-09-27T16:01:12.918Z"
  },
  "unreachable": false
}