# FutureSmart AI Demos MCP server

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

## Links
- Registry page: https://www.getdrio.com/mcp/com-aidemos-catalogue
- Website: https://aidemos.com

## Install
- Endpoint: https://mcp.aidemos.com/mcp
- Auth: Not captured

## Setup notes
- Remote endpoint: https://mcp.aidemos.com/mcp

## Tools
- list_use_cases - List published use-case pages (how-to guides): id, title, slug, url, persona, category, updated_at. Endpoint: https://mcp.aidemos.com/mcp
- list_rankings - List published ranking pages ("best X"): id, title, slug, url, use_case, persona, category, tools_count, winner, tested_as_of, updated_at. Endpoint: https://mcp.aidemos.com/mcp
- list_tools - List published AI tool pages: id, name, slug, url, domain, personas[], categories[]. Endpoint: https://mcp.aidemos.com/mcp
- list_compares - List published head-to-head comparison pages: id, title, slug, url, tool_a, tool_b, personas[], shared_use_cases[], updated_at. Endpoint: https://mcp.aidemos.com/mcp
- list_toolkits - List published toolkit pages (curated bundles): id, title, slug, url, category. Endpoint: https://mcp.aidemos.com/mcp
- list_personas - List personas with published-page counts per type {use_cases, rankings, tools, compares, toolkits}. The slugs are valid input for get_persona. Endpoint: https://mcp.aidemos.com/mcp
- list_categories - List the category vocabulary in use with per-type counts and a source flag ("collection"|"derived"), sorted by total. Endpoint: https://mcp.aidemos.com/mcp
- 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[], persona, category. Endpoint: https://mcp.aidemos.com/mcp
- 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). Endpoint: https://mcp.aidemos.com/mcp
- 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}]. Endpoint: https://mcp.aidemos.com/mcp
- 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. Endpoint: https://mcp.aidemos.com/mcp
- 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 project to only the keys you need (token-efficient). Endpoint: https://mcp.aidemos.com/mcp
- 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. `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). Endpoint: https://mcp.aidemos.com/mcp
- 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). Endpoint: https://mcp.aidemos.com/mcp
- 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 without artifact, "scored-only" = number only. Endpoint: https://mcp.aidemos.com/mcp
- 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. Endpoint: https://mcp.aidemos.com/mcp

## Resources
Not captured

## Prompts
Not captured

## Metadata
- Owner: com.aidemos
- Version: 2.0.0
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: Jul 23, 2026
- Source: https://registry.modelcontextprotocol.io