{
  "id": "11-luster",
  "slug": "luster",
  "normalized_name": "luster",
  "name": "Luster",
  "vendor_url": "luster.ai",
  "category": "enablement-coaching",
  "what_it_does": "\"Predictive Enablement\" platform combining AI cold-call/objection-handling roleplay drills with live-call signal analysis to flag rep skill gaps before they show up in real deals.",
  "ai_features": "Genuinely AI: AI-generated coaching feedback delivered after every practice session and real call, described as personalized and consistent with the org's sales methodology; roleplay scenarios simulate real buyer interactions without a manager present. The \"predictive\" skill-gap forecasting layer that connects roleplay performance to live-call signals is a vendor differentiator claim that could not be independently verified.",
  "mcp_status": "none-found",
  "mcp_url": "n/a",
  "mcp_auth": "n/a",
  "api_gate": "unknown - no pricing or tier information published at all; site routes all interest to \"Get Started\"/\"Get in Touch\" contact forms.",
  "revops_role": "Practice-plus-prediction layer meant to sit between roleplay drills and live-call intelligence, flagging which reps need targeted coaching before a real deal call.",
  "tier": "RESEARCHED",
  "last_checked": "2026-09-02",
  "sources": "https://www.luster.ai/ai-coaching, https://www.luster.ai/proactive-practive-and-roleplay, https://www.exec.com/learn/luster-ai-vs-fullyramped",
  "notes": "No MCP server found on GitHub, mcp.so, glama.ai, or pulsemcp.com. No public pricing at all - the least commercially transparent tool in this file's roleplay cluster. [api_gate 2026-08-25] Re-checked and left unknown, honestly: no pricing page exists (/pricing 404s on both www and apex) and the homepage nav and footer contain no pricing, API, developer or docs link - only Get in Touch and Contact Us - with no statement anywhere about API access. Checked against https://www.luster.ai/. 2026-09-02: re-checked luster.ai (no llms.txt), the official MCP registry (no entry) and a web search; no MCP server found.",
  "mcp_status_bucket": "none-found",
  "api_gate_bucket": "unknown",
  "mcp_urls": [],
  "source_urls": [
    "https://www.luster.ai/ai-coaching",
    "https://www.luster.ai/proactive-practive-and-roleplay",
    "https://www.exec.com/learn/luster-ai-vs-fullyramped"
  ],
  "source_annotations": [],
  "vendor_domain": "luster.ai",
  "display_name": "Luster",
  "docs_url": null,
  "jobs": [
    "score-rep-performance",
    "run-sales-roleplay-practice"
  ],
  "jobs_tagged_by": "machine-pass",
  "jobs_tagged_on": "2026-08-25",
  "github_url": null,
  "github_stars": null,
  "github_last_commit": null,
  "github_archived": null,
  "github_fetched_on": null,
  "github_candidates": [],
  "docs_digest": null,
  "docs_last_crawled": null,
  "submission": null,
  "mcp_tools": [],
  "mcp_tool_count": 0,
  "mcp_tools_evidence": null,
  "mcp_tools_repo": null,
  "mcp_tools_repo_party": null,
  "mcp_catalog_shape": null,
  "mcp_catalog_note": null,
  "mcp_tools_fetched_on": null,
  "cli_status": "none-found",
  "cli_party": null,
  "cli_binary": null,
  "cli_install": [],
  "cli_login": null,
  "cli_commands_seen": [],
  "cli_docs_url": null,
  "cli_repo": null,
  "cli_packages": [],
  "cli_evidence": null,
  "cli_checked_on": "2026-09-27",
  "github_org": "LusterAI",
  "github_org_status": "resolved",
  "github_org_url": "https://github.com/LusterAI",
  "github_org_evidence": {
    "rule": "rule 3",
    "url": "search q=Luster",
    "matched_domain": "luster.ai",
    "via": "website",
    "detail": "account website www.luster.ai has the vendor's domain",
    "confidence": "strong",
    "candidates_rejected": [
      {
        "login": "K-luster",
        "from": "rule 3 (Luster)",
        "type": "Organization",
        "website": null,
        "rejected": "website (none) does not match luster.ai"
      },
      {
        "login": "luster-io",
        "from": "rule 3 (Luster)",
        "type": "Organization",
        "website": null,
        "rejected": "website (none) does not match luster.ai"
      }
    ]
  },
  "github_org_repos": 0,
  "github_org_repos_mcp": 0,
  "github_org_repos_cli": 0,
  "github_org_latest_activity": null,
  "github_org_recent_repos": [],
  "github_org_checked_on": "2026-09-08",
  "mcp_endpoint": null,
  "mcp_docs_url": null,
  "endpoint_status": "not-applicable",
  "endpoint_http_status": null,
  "endpoint_last_probed": null,
  "endpoint_wall_note": null,
  "canonical": true,
  "canonical_id": "11-luster",
  "also_listed_in": [],
  "source_file": "11-enablement-coaching.md",
  "source_line": 83,
  "file_index": 4,
  "category_num": "11",
  "category_slug": "enablement-coaching",
  "category_label": "Enablement & Coaching",
  "heading": "Luster",
  "missing_schema_fields": [],
  "extra_fields": {},
  "display_rank": 1044
}