FutureSmart AI Demos
mcp remote · streamable-http · v2.0.0 · source: crawl
https://mcp.aidemos.com/mcp
Search evidence-backed AI-tool reviews, rankings, use cases, comparisons & toolkits (read-only).
Works
100
Verified Oct 31, 2026 · p50 441 ms · p95 483 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'aidemos-mcp' |
| tools_listed | 15 | pass | 17 tools |
| schema_complete | 15 | pass | 17 of 17 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 441 ms |
| latency_p95 | 5 | pass | p95 483 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (17)
| Name | Description | Schema |
|---|---|---|
list_categories | List the category vocabulary in use with per-type counts and a source flag ("collection"|"derived"), sorted by total. | typed |
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 | typed |
list_use_cases | List published use-case pages (how-to guides): id, title, slug, url, persona, category, updated_at. | typed |
list_rankings | List published ranking pages ("best X"): id, title, slug, url, use_case, persona, category, tools_count, winner, tested_as_of, updated_at. | typed |
list_tools | List published AI tool pages: id, name, slug, url, domain, personas[], categories[]. | typed |
list_compares | List published head-to-head comparison pages: id, title, slug, url, tool_a, tool_b, personas[], shared_use_cases[], updated_at. | typed |
list_toolkits | List published toolkit pages (curated bundles): id, title, slug, url, category. | typed |
list_personas | List personas with published-page counts per type {use_cases, rankings, tools, compares, toolkits}. The slugs are valid input for get_persona. | typed |
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 | typed |
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). | typed |
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}]. | typed |
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. | typed |
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 | typed |
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 artifa | typed |
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 ke | typed |
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 trut | typed |
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, differe | typed |
Badge
Paste into your README. It updates on every verification.
[](https://app.agent-xm.com/a/com-aidemos-catalogue)
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