FutureSmart AI Demos

com.aidemosPublished by aidemos.comOfficial publisherv2.0.0Updated Oct 28, 2026

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

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingKnowledge & Memory

Overview

AI-generated overview

Read-only remote MCP server for an evidence-backed catalogue of AI tools, rankings, comparisons, use cases and toolkits.

What you can do
  • Search the published catalogue by keyword or meaning and get light references to use cases, rankings, tools, comparisons and toolkits
  • Browse listings of tools, rankings, comparisons, use cases, toolkits, personas and categories with counts
  • Read full detail pages for a tool, ranking or use case, including scores, pricing, verdicts and narrative reviews
  • Follow relationships between tools and rankings, and pull everything tagged with a persona
  • Query the evidence graph of observation cells and compare two tools on the same test input
When to use it
Useful when someone wants to pick an AI tool for a specific capability and needs ranked, tested verdicts with supporting evidence rather than marketing claims, or wants how-to guides and head-to-head comparisons.
Requirements
Remote streamable HTTP endpoint; no authentication, environment variables or headers are declared.
Before you install
Content is third-party editorial opinion and test results; verdicts and scores reflect the provider's own testing and conditions. Treat rankings as guidance, not neutral fact.

Installation

In SourceWeft

  1. Open FutureSmart AI Demos in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.aidemos%2Fcatalogue/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "futuresmart-ai-demos": {
      "type": "http",
      "url": "https://mcp.aidemos.com/mcp"
    }
  }
}

Tools

17

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-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 the topic. Start HERE for any 'which tool is best at X' / 'A or B for X' question; use get_evidence for the raw cells behind it.

Parametersrankingquestionscenariocriterion

list_use_cases

List published use-case pages (how-to guides): id, title, slug, url, persona, category, updated_at.

Parameterslimitoffset

list_rankings

List published ranking pages ("best X"): id, title, slug, url, use_case, persona, category, tools_count, winner, tested_as_of, updated_at.

Parameterslimitoffset

list_tools

List published AI tool pages: id, name, slug, url, domain, personas[], categories[].

Parameterslimitoffset

list_compares

List published head-to-head comparison pages: id, title, slug, url, tool_a, tool_b, personas[], shared_use_cases[], updated_at.

Parameterslimitoffset

list_toolkits

List published toolkit pages (curated bundles): id, title, slug, url, category.

Parameterslimitoffset

list_personas

List personas with published-page counts per type {use_cases, rankings, tools, compares, toolkits}. The slugs are valid input for get_persona.

Takes no parameters.

list_categories

List the category vocabulary in use with per-type counts and a source flag ("collection"|"derived"), sorted by total.

Takes no parameters.

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).

Parametersranking_idrequired

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}].

Parameterstool_idrequired

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.

Parametersslugrequired

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).

Parametersslugrequiredprooffields

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).

Parametersslugrequiredprooffields

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).

Parametersslugrequiredfields

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.

Parameterstoollimittoolsrankingverdictevidencescenariocriterion

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.

Parameterstool_arequiredtool_brequiredcriterion

Version history

1
  1. v2.0.0LatestSep 16, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.