Server definition

Hash: sha256:876a14cf8a35be913dba4713181598f3ac1dd1ec0fde7f286919f1af7153d3c0
What it is: What a remote MCP server returned when asked what it offers: 11 tools

The blob, as servednamed by its sha256

{
  "instructions": "Horizon — aggregated, LLM-scored AI industry intelligence (community, primary lab/media sources, research, and US/UK/EU regulation).\n\nAttribution: results are Horizon's aggregated intelligence, and each item carries its own primary source. Cite both (\"<source> via Horizon\"); a ready-to-paste citation is in every result's provider.citation field.\n\nTools: get_daily_briefing for \"what happened in AI today/on <date>\"; get_regulation_updates for the current state of US/UK/EU AI legislation; get_china_signal for the China & East-Asia lens (Qwen, DeepSeek, Zhipu, Moonshot, ModelScope — signal Western feeds miss); get_region_signal for the same lens on other regions (e.g. Europe/EU); get_topic_signal to slice by subject (models, regulation, research, funding, …); get_blind_spots for what regional press is covering that Western/global feeds are not; get_entity_provenance for how much of the claim activity around one company or model is self-reported versus independently evaluated; search_news for a quick relevance check (top 3 — full search is paid); get_new_since to poll new items since your cursor (pass the returned cursor back each time); get_related for items semantically similar to one you have; list_sources to see coverage and filters; ask_horizon for a synthesized, cited answer to a question (needs an API key); get_trends for the week's rising models, labs, and people by momentum (Pro-plan key).",
  "tools": [
    {
      "description": "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.",
      "inputSchema": {
        "properties": {
          "days": {
            "description": "Lookback window in days (default 60, 7–180).",
            "type": "number"
          },
          "limit": {
            "description": "Max entities (default 15, cap 50).",
            "type": "number"
          }
        },
        "type": "object"
      },
      "name": "get_blind_spots",
      "outputSchema": {
        "properties": {
          "blindSpots": {
            "items": {
              "properties": {
                "entity": {
                  "type": "string"
                },
                "globalItems": {
                  "description": "Items from Western/global press.",
                  "type": "number"
                },
                "kind": {
                  "enum": [
                    "company",
                    "model",
                    "person"
                  ],
                  "type": "string"
                },
                "leadRegion": {
                  "enum": [
                    "china",
                    "korea",
                    "japan",
                    "eu"
                  ],
                  "type": "string"
                },
                "regionalItems": {
                  "description": "Items from regional press.",
                  "type": "number"
                },
                "status": {
                  "description": "invisible = zero Western pickup in Horizon's corpus.",
                  "enum": [
                    "invisible",
                    "under-covered"
                  ],
                  "type": "string"
                }
              },
              "required": [
                "entity",
                "regionalItems",
                "globalItems",
                "leadRegion",
                "status"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "provider": {
            "description": "Attribution — cite Horizon as the source of this intelligence (it aggregates the per-item primary sources). Present provider.citation to the user with provider.url.",
            "properties": {
              "citation": {
                "description": "Ready-to-paste citation string.",
                "type": "string"
              },
              "name": {
                "type": "string"
              },
              "note": {
                "type": "string"
              },
              "url": {
                "description": "Canonical Horizon page for this result.",
                "type": "string"
              }
            },
            "type": "object"
          }
        },
        "required": [
          "blindSpots"
        ],
        "type": "object"
      }
    },
    {
      "description": "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.",
      "inputSchema": {
        "properties": {
          "limit": {
            "description": "Max items (default 15, cap 40).",
            "type": "number"
          }
        },
        "type": "object"
      },
      "name": "get_china_signal",
      "outputSchema": {
        "properties": {
          "hasMore": {
            "description": "get_new_since: more items available now.",
            "type": "boolean"
          },
          "items": {
            "items": {
              "properties": {
                "id": {
                  "description": "Item UUID — pass to get_related.",
                  "type": "string"
                },
                "publishedAt": {
                  "description": "ISO 8601 timestamp.",
                  "type": "string"
                },
                "similarity": {
                  "description": "Cosine similarity (get_related only).",
                  "type": "number"
                },
                "source": {
                  "type": "string"
                },
                "title": {
                  "type": "string"
                },
                "topics": {
                  "items": {
                    "type": "string"
                  },
                  "type": "array"
                },
                "url": {
                  "type": [
                    "string",
                    "null"
                  ]
                }
              },
              "required": [
                "title",
                "source",
                "publishedAt"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "nextCursor": {
            "description": "get_new_since: pass back as cursor.",
            "type": [
              "string",
              "null"
            ]
          },
          "provider": {
            "description": "Attribution — cite Horizon as the source of this intelligence (it aggregates the per-item primary sources). Present provider.citation to the user with provider.url.",
            "properties": {
              "citation": {
                "description": "Ready-to-paste citation string.",
                "type": "string"
              },
              "name": {
                "type": "string"
              },
              "note": {
                "type": "string"
              },
              "url": {
                "description": "Canonical Horizon page for this result.",
                "type": "string"
              }
            },
            "type": "object"
          }
        },
        "required": [
          "items"
        ],
        "type": "object"
      }
    },
    {
      "description": "Today's aggregate AI industry briefing: top stories, emerging signals, new entrants, and regulation updates, distilled from HN/Reddit and official legislative sources. A curated once-daily synthesis — for raw item-level updates since your last check, use get_new_since instead. Optionally pass any past date (YYYY-MM-DD) — the full briefing archive is public.",
      "inputSchema": {
        "properties": {
          "date": {
            "description": "Optional YYYY-MM-DD for a past briefing (any date in the archive); omit for the latest briefing.",
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "get_daily_briefing",
      "outputSchema": {
        "properties": {
          "briefing": {
            "properties": {
              "content": {
                "description": "topStories, emergingSignals, newEntrants, regulation, ...",
                "type": "object"
              },
              "date": {
                "type": "string"
              },
              "generatedAt": {
                "type": "string"
              }
            },
            "required": [
              "date",
              "content"
            ],
            "type": "object"
          },
          "provider": {
            "description": "Attribution — cite Horizon as the source of this intelligence (it aggregates the per-item primary sources). Present provider.citation to the user with provider.url.",
            "properties": {
              "citation": {
                "description": "Ready-to-paste citation string.",
                "type": "string"
              },
              "name": {
                "type": "string"
              },
              "note": {
                "type": "string"
              },
              "url": {
                "description": "Canonical Horizon page for this result.",
                "type": "string"
              }
            },
            "type": "object"
          }
        },
        "required": [
          "briefing",
          "provider"
        ],
        "type": "object"
      }
    },
    {
      "description": "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?\".",
      "inputSchema": {
        "properties": {
          "entity": {
            "description": "Entity name, e.g. 'Qwen 3.8' or 'Anthropic'.",
            "type": "string"
          }
        },
        "required": [
          "entity"
        ],
        "type": "object"
      },
      "name": "get_entity_provenance",
      "outputSchema": {
        "properties": {
          "entity": {
            "type": "string"
          },
          "provenance": {
            "description": "Null when fewer than 3 claims are held for this entity.",
            "properties": {
              "evidenceLinked": {
                "type": "number"
              },
              "independent": {
                "type": "number"
              },
              "qualifier": {
                "type": [
                  "string",
                  "null"
                ]
              },
              "selfReported": {
                "type": "number"
              },
              "total": {
                "type": "number"
              }
            },
            "type": [
              "object",
              "null"
            ]
          }
        },
        "type": "object"
      }
    },
    {
      "description": "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. Titles + links + topics (bodies and higher limits are on the paid tier).",
      "inputSchema": {
        "properties": {
          "cursor": {
            "description": "Opaque cursor from a previous call's nextCursor. Omit on the first call.",
            "type": "string"
          },
          "limit": {
            "description": "Max items (default 25, cap 50).",
            "type": "number"
          }
        },
        "type": "object"
      },
      "name": "get_new_since",
      "outputSchema": {
        "properties": {
          "hasMore": {
            "description": "get_new_since: more items available now.",
            "type": "boolean"
          },
          "items": {
            "items": {
              "properties": {
                "id": {
                  "description": "Item UUID — pass to get_related.",
                  "type": "string"
                },
                "publishedAt": {
                  "description": "ISO 8601 timestamp.",
                  "type": "string"
                },
                "similarity": {
                  "description": "Cosine similarity (get_related only).",
                  "type": "number"
                },
                "source": {
                  "type": "string"
                },
                "title": {
                  "type": "string"
                },
                "topics": {
                  "items": {
                    "type": "string"
                  },
                  "type": "array"
                },
                "url": {
                  "type": [
                    "string",
                    "null"
                  ]
                }
              },
              "required": [
                "title",
                "source",
                "publishedAt"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "nextCursor": {
            "description": "get_new_since: pass back as cursor.",
            "type": [
              "string",
              "null"
            ]
          },
          "provider": {
            "description": "Attribution — cite Horizon as the source of this intelligence (it aggregates the per-item primary sources). Present provider.citation to the user with provider.url.",
            "properties": {
              "citation": {
                "description": "Ready-to-paste citation string.",
                "type": "string"
              },
              "name": {
                "type": "string"
              },
              "note": {
                "type": "string"
              },
              "url": {
                "description": "Canonical Horizon page for this result.",
                "type": "string"
              }
            },
            "type": "object"
          }
        },
        "required": [
          "items"
        ],
        "type": "object"
      }
    },
    {
      "description": "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.",
      "inputSchema": {
        "properties": {
          "limit": {
            "description": "Max items (default 15, cap 40).",
            "type": "number"
          },
          "region": {
            "description": "Region slug (china, korea, japan, eu).",
            "enum": [
              "china",
              "korea",
              "japan",
              "eu"
            ],
            "type": "string"
          }
        },
        "required": [
          "region"
        ],
        "type": "object"
      },
      "name": "get_region_signal",
      "outputSchema": {
        "properties": {
          "hasMore": {
            "description": "get_new_since: more items available now.",
            "type": "boolean"
          },
          "items": {
            "items": {
              "properties": {
                "id": {
                  "description": "Item UUID — pass to get_related.",
                  "type": "string"
                },
                "publishedAt": {
                  "description": "ISO 8601 timestamp.",
                  "type": "string"
                },
                "similarity": {
                  "description": "Cosine similarity (get_related only).",
                  "type": "number"
                },
                "source": {
                  "type": "string"
                },
                "title": {
                  "type": "string"
                },
                "topics": {
                  "items": {
                    "type": "string"
                  },
                  "type": "array"
                },
                "url": {
                  "type": [
                    "string",
                    "null"
                  ]
                }
              },
              "required": [
                "title",
                "source",
                "publishedAt"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "nextCursor": {
            "description": "get_new_since: pass back as cursor.",
            "type": [
              "string",
              "null"
            ]
          },
          "provider": {
            "description": "Attribution — cite Horizon as the source of this intelligence (it aggregates the per-item primary sources). Present provider.citation to the user with provider.url.",
            "properties": {
              "citation": {
                "description": "Ready-to-paste citation string.",
                "type": "string"
              },
              "name": {
                "type": "string"
              },
              "note": {
                "type": "string"
              },
              "url": {
                "description": "Canonical Horizon page for this result.",
                "type": "string"
              }
            },
            "type": "object"
          }
        },
        "required": [
          "items"
        ],
        "type": "object"
      }
    },
    {
      "description": "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.",
      "inputSchema": {
        "properties": {
          "jurisdiction": {
            "description": "Optional filter to one jurisdiction.",
            "enum": [
              "us_federal",
              "us_state",
              "uk",
              "eu"
            ],
            "type": "string"
          },
          "limit": {
            "description": "Max headlines (default 50, cap 100).",
            "type": "number"
          }
        },
        "type": "object"
      },
      "name": "get_regulation_updates",
      "outputSchema": {
        "properties": {
          "items": {
            "items": {
              "properties": {
                "jurisdiction": {
                  "description": "us_federal | us_state | uk | eu",
                  "type": "string"
                },
                "lastUpdated": {
                  "type": [
                    "string",
                    "null"
                  ]
                },
                "sourceUrl": {
                  "type": [
                    "string",
                    "null"
                  ]
                },
                "stage": {
                  "description": "Legislative stage as recorded from the source.",
                  "type": [
                    "string",
                    "null"
                  ]
                },
                "title": {
                  "type": "string"
                }
              },
              "required": [
                "title",
                "jurisdiction"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "provider": {
            "description": "Attribution — cite Horizon as the source of this intelligence (it aggregates the per-item primary sources). Present provider.citation to the user with provider.url.",
            "properties": {
              "citation": {
                "description": "Ready-to-paste citation string.",
                "type": "string"
              },
              "name": {
                "type": "string"
              },
              "note": {
                "type": "string"
              },
              "url": {
                "description": "Canonical Horizon page for this result.",
                "type": "string"
              }
            },
            "type": "object"
          }
        },
        "required": [
          "items",
          "provider"
        ],
        "type": "object"
      }
    },
    {
      "description": "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.",
      "inputSchema": {
        "properties": {
          "id": {
            "description": "UUID of an item from a previous result.",
            "type": "string"
          },
          "limit": {
            "description": "Max related items (default 10, cap 25).",
            "type": "number"
          }
        },
        "required": [
          "id"
        ],
        "type": "object"
      },
      "name": "get_related",
      "outputSchema": {
        "properties": {
          "hasMore": {
            "description": "get_new_since: more items available now.",
            "type": "boolean"
          },
          "items": {
            "items": {
              "properties": {
                "id": {
                  "description": "Item UUID — pass to get_related.",
                  "type": "string"
                },
                "publishedAt": {
                  "description": "ISO 8601 timestamp.",
                  "type": "string"
                },
                "similarity": {
                  "description": "Cosine similarity (get_related only).",
                  "type": "number"
                },
                "source": {
                  "type": "string"
                },
                "title": {
                  "type": "string"
                },
                "topics": {
                  "items": {
                    "type": "string"
                  },
                  "type": "array"
                },
                "url": {
                  "type": [
                    "string",
                    "null"
                  ]
                }
              },
              "required": [
                "title",
                "source",
                "publishedAt"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "nextCursor": {
            "description": "get_new_since: pass back as cursor.",
            "type": [
              "string",
              "null"
            ]
          },
          "provider": {
            "description": "Attribution — cite Horizon as the source of this intelligence (it aggregates the per-item primary sources). Present provider.citation to the user with provider.url.",
            "properties": {
              "citation": {
                "description": "Ready-to-paste citation string.",
                "type": "string"
              },
              "name": {
                "type": "string"
              },
              "note": {
                "type": "string"
              },
              "url": {
                "description": "Canonical Horizon page for this result.",
                "type": "string"
              }
            },
            "type": "object"
          }
        },
        "required": [
          "items"
        ],
        "type": "object"
      }
    },
    {
      "description": "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.",
      "inputSchema": {
        "properties": {
          "limit": {
            "description": "Max items (default 15, cap 40).",
            "type": "number"
          },
          "topic": {
            "description": "Topic slug.",
            "enum": [
              "models",
              "tools",
              "use-cases",
              "regulation",
              "research",
              "funding",
              "opinion",
              "tutorial"
            ],
            "type": "string"
          }
        },
        "required": [
          "topic"
        ],
        "type": "object"
      },
      "name": "get_topic_signal",
      "outputSchema": {
        "properties": {
          "hasMore": {
            "description": "get_new_since: more items available now.",
            "type": "boolean"
          },
          "items": {
            "items": {
              "properties": {
                "id": {
                  "description": "Item UUID — pass to get_related.",
                  "type": "string"
                },
                "publishedAt": {
                  "description": "ISO 8601 timestamp.",
                  "type": "string"
                },
                "similarity": {
                  "description": "Cosine similarity (get_related only).",
                  "type": "number"
                },
                "source": {
                  "type": "string"
                },
                "title": {
                  "type": "string"
                },
                "topics": {
                  "items": {
                    "type": "string"
                  },
                  "type": "array"
                },
                "url": {
                  "type": [
                    "string",
                    "null"
                  ]
                }
              },
              "required": [
                "title",
                "source",
                "publishedAt"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "nextCursor": {
            "description": "get_new_since: pass back as cursor.",
            "type": [
              "string",
              "null"
            ]
          },
          "provider": {
            "description": "Attribution — cite Horizon as the source of this intelligence (it aggregates the per-item primary sources). Present provider.citation to the user with provider.url.",
            "properties": {
              "citation": {
                "description": "Ready-to-paste citation string.",
                "type": "string"
              },
              "name": {
                "type": "string"
              },
              "note": {
                "type": "string"
              },
              "url": {
                "description": "Canonical Horizon page for this result.",
                "type": "string"
              }
            },
            "type": "object"
          }
        },
        "required": [
          "items"
        ],
        "type": "object"
      }
    },
    {
      "description": "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.",
      "inputSchema": {
        "properties": {},
        "type": "object"
      },
      "name": "list_sources",
      "outputSchema": {
        "properties": {
          "overview": {
            "description": "The same markdown as the text block.",
            "type": "string"
          },
          "provider": {
            "description": "Attribution — cite Horizon as the source of this intelligence (it aggregates the per-item primary sources). Present provider.citation to the user with provider.url.",
            "properties": {
              "citation": {
                "description": "Ready-to-paste citation string.",
                "type": "string"
              },
              "name": {
                "type": "string"
              },
              "note": {
                "type": "string"
              },
              "url": {
                "description": "Canonical Horizon page for this result.",
                "type": "string"
              }
            },
            "type": "object"
          }
        },
        "required": [
          "overview",
          "provider"
        ],
        "type": "object"
      }
    },
    {
      "description": "Quick teaser search over recent AI news: returns the top 3 matching titles with links. Full-text search with bodies, filters, and history requires a Horizon subscription.",
      "inputSchema": {
        "properties": {
          "query": {
            "description": "Search terms.",
            "type": "string"
          }
        },
        "required": [
          "query"
        ],
        "type": "object"
      },
      "name": "search_news",
      "outputSchema": {
        "properties": {
          "hasMore": {
            "description": "get_new_since: more items available now.",
            "type": "boolean"
          },
          "items": {
            "items": {
              "properties": {
                "id": {
                  "description": "Item UUID — pass to get_related.",
                  "type": "string"
                },
                "publishedAt": {
                  "description": "ISO 8601 timestamp.",
                  "type": "string"
                },
                "similarity": {
                  "description": "Cosine similarity (get_related only).",
                  "type": "number"
                },
                "source": {
                  "type": "string"
                },
                "title": {
                  "type": "string"
                },
                "topics": {
                  "items": {
                    "type": "string"
                  },
                  "type": "array"
                },
                "url": {
                  "type": [
                    "string",
                    "null"
                  ]
                }
              },
              "required": [
                "title",
                "source",
                "publishedAt"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "nextCursor": {
            "description": "get_new_since: pass back as cursor.",
            "type": [
              "string",
              "null"
            ]
          },
          "provider": {
            "description": "Attribution — cite Horizon as the source of this intelligence (it aggregates the per-item primary sources). Present provider.citation to the user with provider.url.",
            "properties": {
              "citation": {
                "description": "Ready-to-paste citation string.",
                "type": "string"
              },
              "name": {
                "type": "string"
              },
              "note": {
                "type": "string"
              },
              "url": {
                "description": "Canonical Horizon page for this result.",
                "type": "string"
              }
            },
            "type": "object"
          }
        },
        "required": [
          "items"
        ],
        "type": "object"
      }
    }
  ]
}

Verify it yourself

curl -s https://api.teppi.xyz/v1/evidence/sha256:876a14cf8a35be913dba4713181598f3ac1dd1ec0fde7f286919f1af7153d3c0 | sha256sum