FutureSmart AI Demos

{
  "id": "aix_cdde8a4798",
  "name": "FutureSmart AI Demos",
  "operator": "(unclaimed - source: registry-official · publisher: com.aidemos)",
  "description": "Search evidence-backed AI-tool reviews, rankings, use cases, comparisons & toolkits (read-only).",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-24",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "general-tools"
  ],
  "protocols": {
    "mcp": "https://mcp.aidemos.com/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 1572,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 51,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-24T23:00:33.851Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://aidemos.com/"
    }
  ],
  "profile": {
    "mcp_server": "aidemos-mcp",
    "mcp_version": "2.0.0",
    "tool_count": 17,
    "tools": [
      {
        "name": "answer",
        "description": "ANSWER a buyer question in ONE call: which tool is best at a specific capability, with proof. Returns the resolved verdict our testing team's evidence supports — a named winner FOR THE ASKED CRITERION, every tested tool ranked with a comparable score /5, the CONDITIONS each result holds under (e.g. 'clean tables yes; nested headers no'), dissenting observations preserved as openable links, the tie-break reason, and artifact proof URLs. Answers are materialized from the evidence substrate — the same question returns the same answer. Honestly refuses (coverage: not_tested) when we never tested t"
      },
      {
        "name": "list_use_cases",
        "description": "List published use-case pages (how-to guides): id, title, slug, url, persona, category, updated_at."
      },
      {
        "name": "list_rankings",
        "description": "List published ranking pages (\"best X\"): id, title, slug, url, use_case, persona, category, tools_count, winner, tested_as_of, updated_at."
      },
      {
        "name": "list_tools",
        "description": "List published AI tool pages: id, name, slug, url, domain, personas[], categories[]."
      },
      {
        "name": "list_compares",
        "description": "List published head-to-head comparison pages: id, title, slug, url, tool_a, tool_b, personas[], shared_use_cases[], updated_at."
      },
      {
        "name": "list_toolkits",
        "description": "List published toolkit pages (curated bundles): id, title, slug, url, category."
      },
      {
        "name": "list_personas",
        "description": "List personas with published-page counts per type {use_cases, rankings, tools, compares, toolkits}. The slugs are valid input for get_persona."
      },
      {
        "name": "list_categories",
        "description": "List the category vocabulary in use with per-type counts and a source flag (\"collection\"|\"derived\"), sorted by total."
      },
      {
        "name": "search",
        "description": "Search the published catalogue across use cases, rankings, tools, comparisons, and toolkits. Returns ranked light refs [{ kind, id, title, slug, url, snippet, score, meta }] — then call get_tool / get_ranking / get_use_case for full detail. `mode`: keyword (substring), semantic (meaning, via embeddings — finds pages by what they cover), or hybrid (default, fuses both). Optional filters: type[], persona, category."
      },
      {
        "name": "tools_in_ranking",
        "description": "Given a ranking id, return the ranking {id,title,slug} and its ranked tools [{id,name,slug,url,rank,badge}] (badge: Best/Usable/Needs work/Unstable/Failed)."
      },
      {
        "name": "rankings_for_tool",
        "description": "Given a tool id, return the tool {id,name,slug} and every ranking it appears in [{id,title,slug,url,use_case,rank,badge}]."
      },
      {
        "name": "get_persona",
        "description": "Given a persona slug (from list_personas), return everything tagged with it: persona, use_cases[], rankings[], compares[], toolkits[], tools[]. Mirrors a persona landing page."
      },
      {
        "name": "get_tool",
        "description": "Full tool detail as a JSON+Markdown envelope: identity, pricing, per-feature scores, fit, FAQ, relationships (JSON) + our_take / in-depth review (Markdown). Includes `proof`: real artifact URLs (input/output screenshots, recordings) from the runs that tested it, each with the /evidence permalink for the finding it proves — you can cite evidence from THIS call. null if unknown. Pass `fields` to project to only the keys you need (token-efficient)."
      },
      {
        "name": "get_ranking",
        "description": "Full ranking detail as a JSON+Markdown envelope: ranked tools (rank/badge/scores), criteria, winner, breakdown (JSON) + verdicts / final take (Markdown). Every ranked tool carries `proof`: real artifact URLs from the exact evidence run this page is bound to, each with the /evidence permalink for the finding it proves — verdict and proof arrive together, no second call needed to cite evidence. `proof.artifact_count` is the true total and `proof.all_findings` is the get_evidence call that returns all of it. null if unknown. Pass `fields` to project to only the keys you need (token-efficient)."
      },
      {
        "name": "get_use_case",
        "description": "Full use-case detail as a JSON+Markdown envelope: step guide, pros/cons, FAQ, tools used (JSON) + the full narrative guide (Markdown, full_md). null if unknown. Pass `fields` to project to only the keys you need (token-efficient)."
      },
      {
        "name": "get_evidence",
        "description": "Query the evidence graph: observation cells (tool × test-scenario × criterion) → verdict, score, the researcher's note, and the REAL artifacts (input/output screenshots) that prove it. The ground truth behind every ranking — filter any combination of tool(s), scenario (slug, group tag, or name), criterion, verdict, or evidence state. evidence_state: \"verified\" = artifact-backed, \"observed\" = noted without artifact, \"scored-only\" = number only."
      },
      {
        "name": "compare_tools",
        "description": "Evidence-aligned comparison of two tools, honesty enforced structurally: head_to_head (cells from the SAME test input — provable same-input comparison), related_not_same_input (same dimension, different runs — flagged), and each tool's unique evidence. Built from real observation cells with artifacts, not prose."
      }
    ],
    "profiled_at": "2026-09-24T23:00:33.851Z"
  },
  "unreachable": false
}