Horizon AI Intelligence

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Free AI-industry intelligence for agents: briefings, regulation tracker & regional lenses

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "Horizon AI Intelligence": {
      "url": "https://horizon.alchemylab.sh/api/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (11)

• get_daily_briefing read-only

  Today's AI briefing, or any past day's: top stories with their sources and corroboration labels, emerging signals, new entrants, and regulation updates. Drawn from Hacker News, Reddit, Bluesky, arXiv, Hugging Face, lab blogs, tech press in the US, Europe and East Asia, and legislative sources. A curated once-daily synthesis — for raw item-level updates since your last check, use get_new_since instead. Pass a date (YYYY-MM-DD) for a past day; set top_stories_only for a shorter result.

  Parameters:

  • date — string — Optional YYYY-MM-DD for a past briefing (any date in the archive); omit for the latest briefing.
  • top_stories_only — boolean — Optional. True returns only the top stories with their sources, leaving out signals, new entrants, movers, regional highlights and regulation. Omit for the whole briefing.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_regulation_updates read-only

  Current AI legislation headlines across the US Congress and federal agencies, US state legislatures, the UK Parliament, and the EU, with each item's legislative stage (proposed / committee / floor action / passed / implementation). State bills are the largest share by far; filter with jurisdiction to narrow.

  Parameters:

  • limit — number — Max headlines (default 50, cap 100).
  • jurisdiction — string — Optional filter to one jurisdiction.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_china_signal read-only

  Shortcut for get_region_signal with region "china": the current China & East-Asia AI signal (Qwen, DeepSeek, Zhipu, Moonshot, ModelScope, and more) that Western feeds often miss — ranked by momentum. Prefer get_region_signal if you may query more than one region.

  Parameters:

  • limit — number — Max items (default 15, cap 40).

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_region_signal read-only

  The current AI signal for a region (china, korea, japan, or eu) — recent, relevance-scored items on that region's models, labs, and analysis, ranked by momentum. Includes local-language press translated into English. The canonical regional tool; get_china_signal is a preset of this with region "china". Returns titles, sources, and links.

  Parameters:

  • region (required) — string — Region slug (china, korea, japan, eu).
  • limit — number — Max items (default 15, cap 40).

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_entity_provenance read-only

  For one company, model, or person: how much of the claim activity Horizon holds provenance data for is self-reported by that entity versus independently evaluated by someone else. Descriptive counts over the last 30 days — not a score, and not a judgement about whether any claim is true. Answers "is the buzz around X coming from X?".

  Parameters:

  • entity (required) — string — Entity name, e.g. 'Qwen 3.8' or 'Anthropic'.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_blind_spots read-only

  Coverage blind spots: companies, models, and people that regional press (Chinese/East-Asian, European, Latin-American) is covering while Western/global feeds are not — ranked, with per-region item counts. Answers "what is Western tech media missing right now?". Measured within Horizon's corpus: "invisible" means zero pickup in the Western feeds Horizon tracks, not a claim about all media.

  Parameters:

  • days — number — Lookback window in days (default 60, 7–180).
  • limit — number — Max entities (default 15, cap 50).

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_topic_signal read-only

  The current AI signal for a topic — recent, relevance-scored items tagged with that topic, ranked by momentum. Like get_region_signal but sliced by subject instead of geography.

  Parameters:

  • topic (required) — string — Topic slug.
  • limit — number — Max items (default 15, cap 40).

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• search_news read-only

  Quick title search over the last 14 days of AI news: returns the top 3 matches by momentum, with links and item ids (pass one to get_related).

  Parameters:

  • query (required) — string — Search terms.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_new_since read-only

  Incremental poll: raw item-level AI news added since a cursor, oldest→newest, with a nextCursor for your next call — use this for "what's new since I last checked"; for the curated once-daily synthesis use get_daily_briefing. Omit cursor for the latest items plus a cursor to start polling from. Returns titles, links and topics.

  Parameters:

  • limit — number — Max items (default 25, cap 50).
  • cursor — string — Opaque cursor from a previous call's nextCursor. Omit on the first call.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_related read-only

  Semantic 'more like this': given an item id (from get_new_since, search_news, or the feed), returns the most similar recent items by embedding similarity. Titles, sources, similarity scores, links.

  Parameters:

  • id (required) — string — UUID of an item from a previous result.
  • limit — number — Max related items (default 10, cap 25).

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• list_sources read-only

  Describe what Horizon covers: ingestion sources with their source= filter values, the regional lenses (region= / dedicated tools), and how to filter. Call this to understand the corpus before querying.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

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Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.