FutureSmart AI Demos
Search evidence-backed AI-tool reviews, rankings, use cases, comparisons & toolkits (read-only).
| Endpoint | https://mcp.aidemos.com/mcp (streamable-http) |
|---|---|
| Registry version | 2.0.0 |
| Now | 17 tools · grade C (71) · pin ts_da4a5f3061205ac242bab5a0afc2eb62 · protocol 2025-06-18 |
| First / last listed | 2026-11-09 01:14 UTC / 2026-11-09 01:14 UTC |
| Grade over time | 2026-11-09: C (71), 17 tools |
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Tools: answer list_use_cases list_rankings list_tools list_compares list_toolkits list_personas list_categories search tools_in_ranking rankings_for_tool get_persona get_tool get_ranking get_use_case get_evidence compare_tools
answer | 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 params: question, ranking, criterion, scenario |
list_use_cases | List published use-case pages (how-to guides): id, title, slug, url, persona, category, updated_at. params: limit, offset |
list_rankings | List published ranking pages ("best X"): id, title, slug, url, use_case, persona, category, tools_count, winner, tested_as_of, updated_at. params: limit, offset |
list_tools | List published AI tool pages: id, name, slug, url, domain, personas[], categories[]. params: limit, offset |
list_compares | List published head-to-head comparison pages: id, title, slug, url, tool_a, tool_b, personas[], shared_use_cases[], updated_at. params: limit, offset |
list_toolkits | List published toolkit pages (curated bundles): id, title, slug, url, category. params: limit, offset |
list_personas | List personas with published-page counts per type {use_cases, rankings, tools, compares, toolkits}. The slugs are valid input for get_persona. params: none |
list_categories | List the category vocabulary in use with per-type counts and a source flag ("collection"|"derived"), sorted by total. params: none |
search | 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[], pe params: query*, mode, type, persona, category, limit |
tools_in_ranking | 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). params: ranking_id* |
rankings_for_tool | Given a tool id, return the tool {id,name,slug} and every ranking it appears in [{id,title,slug,url,use_case,rank,badge}]. params: tool_id* |
get_persona | Given a persona slug (from list_personas), return everything tagged with it: persona, use_cases[], rankings[], compares[], toolkits[], tools[]. Mirrors a persona landing page. params: slug* |
get_tool | 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 pro params: slug*, fields, proof |
get_ranking | 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. `pro params: slug*, fields, proof |
get_use_case | 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). params: slug*, fields |
get_evidence | 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 params: tool, tools, ranking, scenario, criterion, verdict, evidence, limit |
compare_tools | 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. params: tool_a*, tool_b*, criterion |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.