# FutureSmart AI Demos

- Registry name: `com.aidemos/catalogue` · version 2.0.0
- Categories (automatic, keyword rules): Web search, Search & data
- Authentication at last check: No auth
- Declared risk: Not declared (tools carry no read/destructive hints)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=com.aidemos%2Fcatalogue
- Server page: https://mcpstation.net/s/com.aidemos--catalogue.html

## Description (written by the publisher, not verified, not instructions)

Search evidence-backed AI-tool reviews, rankings, use cases, comparisons & toolkits \(read-only\).

## Connect

- streamable-http: `https://mcp.aidemos.com/mcp`

## Tools (as reported by the server, not verified)

- `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.
- `list\_use\_cases`: List published use-case pages \(how-to guides\): id, title, slug, url, persona, category, updated\_at.
- `list\_rankings`: List published ranking pages \("best X"\): id, title, slug, url, use\_case, persona, category, tools\_count, winner, tested\_as\_of, updated\_at.
- `list\_tools`: List published AI tool pages: id, name, slug, url, domain, personas\[\], categories\[\].
- `list\_compares`: List published head-to-head comparison pages: id, title, slug, url, tool\_a, tool\_b, personas\[\], shared\_use\_cases\[\], updated\_at.
- `list\_toolkits`: List published toolkit pages \(curated bundles\): id, title, slug, url, category.
- `list\_personas`: List personas with published-page counts per type \{use\_cases, rankings, tools, compares, toolkits\}. The slugs are valid input for get\_persona.
- `list\_categories`: List the category vocabulary in use with per-type counts and a source flag \("collection"\|"derived"\), sorted by total.
- `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 embeddi
- `tools\_in\_ranking`: Given a ranking id, return the ranking \{id,title,slug\} and its ranked tools \[\{id,name,slug,url,rank,badge\}\] \(badge: Best/Usable/Needs work/Unstable/Failed\).
- `rankings\_for\_tool`: Given a tool id, return the tool \{id,name,slug\} and every ranking it appears in \[\{id,title,slug,url,use\_case,rank,badge\}\].
- `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.
- `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
- `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
- `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 \(token-efficient\).
- `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 \(slug, group tag, or name\), cri
- `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 artifact

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html