Statiko — Telegram trends & channel analytics

Live Telegram data: trending topics, channel profiles & metrics, post history incl. edits/deletions.

사용해야 할까요

품질 및 안전성

A
설명 품질
95%
스키마 완전성
95%
이름 품질
100%
오염 위험
100%
권한 일치
90%
프로토콜 준수
100%

발견 사항 (2)

  • LOWTool 'get_similar_channels' description lacks action verbget_similar_channels에서
  • LOWTool 'fetch' suggests web access but openWorldHint=falsefetch에서

도구 정의와 프로토콜 준수에 대한 자동 분석을 기반으로 합니다.

컨텍스트 비용

~5,741토큰 (도구 정의)
~5.7 KB일반적인 응답 크기
상당한 주의 영향 (128k 컨텍스트의 4.49%)

이는 서버의 도구가 모델의 컨텍스트에 로드될 때마다 소비되는 대략적인 토큰 수입니다. 수치가 높을수록 다른 작업에 사용할 수 있는 주의가 줄어듭니다.

설치

원클릭 설치

`claude_desktop_config.json` 파일에 다음을 추가하세요:

{
  "mcpServers": {
    "telegram": {
      "url": "https://mcp.statiko.io/mcp"
    }
  }
}

원격 엔드포인트

https://mcp.statiko.io/mcpstreamable-http

할 수 있는 일

도구 목록

도구 (10)

🟢 읽기 전용🟡 쓰기🔴 삭제⚪ 알 수 없음
🟢get_trending_topics(window, lang, limit)

Ranked board of trending topics (stories) across tracked Telegram channels for a rolling 24h window. Each story carries a headline, context paragraph, member keywords, mention/channel counts, momentum and an hourly sparkline.

입력 스키마

{
  "type": "object",
  "properties": {
    "window": {
      "default": "now",
      "description": "Rolling 24h window to rank: 'now' (live) or 'yesterday'",
      "type": "string",
      "enum": [
        "now",
        "yesterday"
      ]
    },
    "lang": {
      "default": "ru",
      "description": "ISO-639-1 language code of the board, defaulting to 'ru'. Boards are per-language; pick the language the audience posts in.",
      "type": "string"
    },
    "limit": {
      "default": 20,
      "description": "Number of stories to return",
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "window": {
      "type": "string"
    },
    "lang": {
      "type": "string"
    },
    "window_start": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ]
    },
    "window_end": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ]
    },
    "computed_at": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ]
    },
    "languages": {
      "anyOf": [
        {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "lang": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "topics": {
                "anyOf": [
                  {
                    "type": "number"
                  },
                  {
                    "type": "null"
                  }
                ]
              }
            },
            "additionalProperties": {}
          }
        },
        {
          "type": "null"
        }
      ]
    },
    "url": {
      "type": "string"
    },
    "items": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "rank": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "norm": {
            "description": "Topic key to pass to get_trend_samples",
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "display": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "type": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "channels": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "mentions": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "delta_pct": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "momentum": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "sparkline": {
            "description": "Hourly mention counts",
            "anyOf": [
              {
                "type": "array",
                "items": {
                  "type": "number"
                }
              },
              {
                "type": "null"
              }
            ]
          },
          "state": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "title": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "context": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "keywords": {
            "anyOf": [
              {
                "type": "array",
                "items": {
                  "type": "object",
                  "properties": {
                    "display": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ]
                    }
                  },
                  "additionalProperties": {}
                }
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "additionalProperties": {}
      }
    }
  },
  "required": [
    "window",
    "lang",
    "url",
    "items"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢get_trend_samples(norm, window, lang, limit)

Sample Telegram posts that mention a trending topic, for reading what a story on the trending board is actually about.

입력 스키마

{
  "type": "object",
  "properties": {
    "norm": {
      "type": "string",
      "minLength": 1,
      "description": "Normalized topic key of the story ('norm' field from get_trending_topics)"
    },
    "window": {
      "default": "now",
      "type": "string",
      "enum": [
        "now",
        "yesterday"
      ]
    },
    "lang": {
      "default": "ru",
      "description": "ISO-639-1 language code of the board, defaulting to 'ru'. Boards are per-language; pick the language the audience posts in.",
      "type": "string"
    },
    "limit": {
      "default": 10,
      "type": "integer",
      "minimum": 1,
      "maximum": 20
    }
  },
  "required": [
    "norm"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "norm": {
      "type": "string"
    },
    "window": {
      "type": "string"
    },
    "lang": {
      "type": "string"
    },
    "samples": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "chat_id": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "message_id": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "created_at": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "display": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "message_type": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "text": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "additionalProperties": {}
      }
    }
  },
  "required": [
    "norm",
    "window",
    "lang",
    "samples"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢search_channels(query, verified, categories, languages, activity, ...)

Search Statiko's catalog of tracked Telegram channels by name and filter by verification, category, language and activity. Returns channel slugs to use with get_channels and get_channel_posts.

입력 스키마

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Channel name or username to match; omit to browse by filters",
      "type": "string",
      "minLength": 1
    },
    "verified": {
      "description": "true = verified channels only, false = unverified only",
      "type": "boolean"
    },
    "categories": {
      "description": "Category slugs to filter by; a channel matching any one passes",
      "type": "array",
      "items": {
        "type": "string",
        "minLength": 1
      }
    },
    "languages": {
      "description": "ISO-639-1 language codes to filter by (any match)",
      "type": "array",
      "items": {
        "type": "string",
        "minLength": 1
      }
    },
    "activity": {
      "description": "Last-post activity buckets to filter by (any match)",
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "recently",
          "week",
          "month",
          "dormant",
          "inactive"
        ]
      }
    },
    "sort": {
      "description": "Sort order: 'subs' (largest first, default) or 'name'",
      "type": "string",
      "enum": [
        "subs",
        "name"
      ]
    },
    "limit": {
      "default": 10,
      "type": "integer",
      "minimum": 1,
      "maximum": 20
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "total": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ]
    },
    "results": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "slug": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "title": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "subscribers": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "verified": {
            "anyOf": [
              {
                "type": "boolean"
              },
              {
                "type": "null"
              }
            ]
          },
          "categories": {
            "anyOf": [
              {
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              {
                "type": "null"
              }
            ]
          },
          "languages": {
            "anyOf": [
              {
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              {
                "type": "null"
              }
            ]
          },
          "last_post_date": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "url": {
            "description": "statiko.io permalink to cite",
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "additionalProperties": {}
      }
    }
  },
  "required": [
    "results"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢get_channels(channels, start_date, end_date)

One channel: full profile of a tracked Telegram channel — description, subscriber and post counts, categories, AI insights, and metrics (subscriber growth, post frequency, view rate, engagement) with dated sparklines over an optional date range. Several channels (up to 10, ids and slugs mixed): compact comparison rows with headline metric values and changes over the last 30 days, from one lookup; unknown entries are listed as unresolved instead of failing the call.

입력 스키마

{
  "type": "object",
  "properties": {
    "channels": {
      "minItems": 1,
      "maxItems": 10,
      "type": "array",
      "items": {
        "type": "string",
        "minLength": 1
      },
      "description": "Channel slug (Telegram username, without the @) or numeric channel ids, mixed freely. One channel answers its full profile; several answer compact comparison rows."
    },
    "start_date": {
      "description": "Metrics window start (YYYY-MM-DD, inclusive); default -30d. Single channel only",
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$"
    },
    "end_date": {
      "description": "Metrics window end (YYYY-MM-DD, inclusive); default today. Single channel only",
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$"
    }
  },
  "required": [
    "channels"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "channels": {
      "type": "array",
      "items": {
        "anyOf": [
          {
            "type": "object",
            "properties": {
              "id": {
                "anyOf": [
                  {
                    "type": "number"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "slug": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "url": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "info": {
                "anyOf": [
                  {
                    "type": "object",
                    "properties": {
                      "title": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "description": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "active_usernames": {
                        "anyOf": [
                          {
                            "type": "array",
                            "items": {
                              "type": "string"
                            }
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "verified": {
                        "anyOf": [
                          {
                            "type": "boolean"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "count_subscribers": {
                        "anyOf": [
                          {
                            "type": "number"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "count_posts": {
                        "anyOf": [
                          {
                            "type": "number"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "count_views": {
                        "anyOf": [
                          {
                            "type": "number"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      }
                    },
                    "additionalProperties": {}
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "ai_insights": {
                "description": "AI-written profile of the channel, when one exists",
                "anyOf": [
                  {
                    "type": "object",
                    "properties": {
                      "summary": {
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      }
                    },
                    "additionalProperties": {}
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "metrics": {
                "anyOf": [
                  {
                    "type": "object",
                    "properties": {
                      "totalSubscribers": {
                        "anyOf": [
                          {
                            "type": "object",
                            "properties": {
                              "value": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              },
                              "change": {
                                "anyOf": [
                                  {
                                    "type": "object",
                                    "properties": {
                                      "absolute": {
                                        "anyOf": [
                                          {
                                            "type": "number"
                                          },
                                          {
                                            "type": "null"
                                          }
                                        ]
                                      },
                                      "percentage": {
                                        "anyOf": [
                                          {
                                            "type": "number"
                                          },
                                          {
                                            "type": "null"
                                          }
                                        ]
                                      }
                                    },
                                    "additionalProperties": {}
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              }
                            },
                            "additionalProperties": {}
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "postFrequency": {
                        "anyOf": [
                          {
                            "type": "object",
                            "properties": {
                              "value": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              },
                              "change": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              },
                              "previousValue": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              }
                            },
                            "additionalProperties": {}
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "viewRate": {
                        "anyOf": [
                          {
                            "type": "object",
                            "properties": {
                              "value": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              },
                              "change": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              },
                              "previousValue": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              }
                            },
                            "additionalProperties": {}
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "erByViews": {
                        "anyOf": [
                          {
                            "type": "object",
                            "properties": {
                              "value": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              },
                              "change": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              },
                              "previousValue": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              }
                            },
                            "additionalProperties": {}
                          },
                          {
                            "type": "null"
                          }
                        ]
                      }
                    },
                    "additionalProperties": {}
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "metrics_period": {
                "anyOf": [
                  {
                    "type": "object",
                    "properties": {
                      "start": {
                        "description": "ISO 8601 calendar date, inclusive",
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "end": {
                        "description": "ISO 8601 calendar date, inclusive",
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "days": {
                        "anyOf": [
                          {
                            "type": "number"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      }
                    },
                    "additionalProperties": {}
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "previous_period": {
                "anyOf": [
                  {
                    "type": "object",
                    "properties": {
                      "start": {
                        "description": "ISO 8601 calendar date, inclusive",
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "end": {
                        "description": "ISO 8601 calendar date, inclusive",
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "days": {
                        "anyOf": [
                          {
                            "type": "number"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      }
                    },
                    "additionalProperties": {}
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "sparkline_dates": {
                "description": "ISO dates aligned 1:1 with every metric sparkline",
                "anyOf": [
                  {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  },
                  {
                    "type": "null"
                  }
                ]
              }
            },
            "additionalProperties": {}
          },
          {
            "type": "object",
            "properties": {
              "slug": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "title": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "subscribers": {
                "anyOf": [
                  {
                    "type": "number"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "verified": {
                "anyOf": [
                  {
                    "type": "boolean"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "categories": {
                "anyOf": [
                  {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "languages": {
                "anyOf": [
                  {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "last_post_date": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "url": {
                "description": "statiko.io permalink to cite",
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "id": {
                "anyOf": [
                  {
                    "type": "number"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "metrics": {
                "description": "null when the row's shard did not answer",
                "anyOf": [
                  {
                    "type": "object",
                    "properties": {
                      "totalSubscribers": {
                        "anyOf": [
                          {
                            "type": "object",
                            "properties": {
                              "value": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              },
                              "change": {
                                "anyOf": [
                                  {
                                    "type": "object",
                                    "properties": {
                                      "absolute": {
                                        "anyOf": [
                                          {
                                            "type": "number"
                                          },
                                          {
                                            "type": "null"
                                          }
                                        ]
                                      },
                                      "percentage": {
                                        "anyOf": [
                                          {
                                            "type": "number"
                                          },
                                          {
                                            "type": "null"
                                          }
                                        ]
                                      }
                                    },
                                    "additionalProperties": {}
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              }
                            },
                            "additionalProperties": {}
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "postFrequency": {
                        "anyOf": [
                          {
                            "type": "object",
                            "properties": {
                              "value": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              },
                              "change": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              },
                              "previousValue": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              }
                            },
                            "additionalProperties": {}
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "viewRate": {
                        "anyOf": [
                          {
                            "type": "object",
                            "properties": {
                              "value": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              },
                              "change": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              },
                              "previousValue": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              }
                            },
                            "additionalProperties": {}
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "erByViews": {
                        "anyOf": [
                          {
                            "type": "object",
                            "properties": {
                              "value": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              },
                              "change": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              },
                              "previousValue": {
                                "anyOf": [
                                  {
                                    "type": "number"
                                  },
                                  {
                                    "type": "null"
                                  }
                                ]
                              }
                            },
                            "additionalProperties": {}
                          },
                          {
                            "type": "null"
                          }
                        ]
                      }
                    },
                    "additionalProperties": {}
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "metrics_period": {
                "anyOf": [
                  {
                    "type": "object",
                    "properties": {
                      "start": {
                        "description": "ISO 8601 calendar date, inclusive",
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "end": {
                        "description": "ISO 8601 calendar date, inclusive",
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "days": {
                        "anyOf": [
                          {
                            "type": "number"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      }
                    },
                    "additionalProperties": {}
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "previous_period": {
                "anyOf": [
                  {
                    "type": "object",
                    "properties": {
                      "start": {
                        "description": "ISO 8601 calendar date, inclusive",
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "end": {
                        "description": "ISO 8601 calendar date, inclusive",
                        "anyOf": [
                          {
                            "type": "string"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      },
                      "days": {
                        "anyOf": [
                          {
                            "type": "number"
                          },
                          {
                            "type": "null"
                          }
                        ]
                      }
                    },
                    "additionalProperties": {}
                  },
                  {
                    "type": "null"
                  }
                ]
              }
            },
            "additionalProperties": {}
          }
        ]
      }
    },
    "unresolved": {
      "description": "Requested entries no row answered to; comparison branch only",
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "channels"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢get_channel_timeline(channel, event_types, order, page, limit)

Structural events in a channel's history: renames, description and photo changes, verification flips, subscriber/view milestones, and post edits or deletions — for telling what happened on a given date.

입력 스키마

{
  "type": "object",
  "properties": {
    "channel": {
      "type": "string",
      "minLength": 1,
      "description": "Channel slug (Telegram username, without the @) or numeric channel id"
    },
    "event_types": {
      "description": "Event types to keep; omit for all of them",
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "CHANNEL_FOLLOWED",
          "CHANNEL_TITLE_CHANGED",
          "CHANNEL_ABOUT_CHANGED",
          "CHANNEL_PHOTO_CHANGED",
          "VERIFIED_STATUS_CHANGED",
          "SUBSCRIBERS_MILESTONE",
          "CHANNEL_FIRST_MESSAGE",
          "POST_EDITED",
          "POST_DELETED",
          "VIEW_MILESTONE",
          "COMMENT_MILESTONE"
        ]
      }
    },
    "order": {
      "default": "desc",
      "description": "Sort by event time: desc (newest first) or asc",
      "type": "string",
      "enum": [
        "asc",
        "desc"
      ]
    },
    "page": {
      "default": 0,
      "type": "integer",
      "minimum": 0,
      "maximum": 9007199254740991
    },
    "limit": {
      "default": 20,
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    }
  },
  "required": [
    "channel"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "channel": {
      "type": "string"
    },
    "total": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ]
    },
    "page": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ]
    },
    "events": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "event_id": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "event_type": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "event_timestamp": {
            "description": "ISO 8601 timestamp",
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "message_id": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "data": {
            "description": "Event payload; its shape follows event_type",
            "anyOf": [
              {
                "type": "object",
                "propertyNames": {
                  "type": "string"
                },
                "additionalProperties": {}
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "additionalProperties": {}
      }
    }
  },
  "required": [
    "channel",
    "events"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢get_similar_channels(channel, limit)

Channels that resemble the given one by category and audience — the peer cohort to compare a channel's metrics against.

입력 스키마

{
  "type": "object",
  "properties": {
    "channel": {
      "type": "string",
      "minLength": 1,
      "description": "Channel slug (Telegram username, without the @) or numeric channel id"
    },
    "limit": {
      "default": 10,
      "type": "integer",
      "minimum": 1,
      "maximum": 20
    }
  },
  "required": [
    "channel"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "channel": {
      "type": "string"
    },
    "results": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "slug": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "title": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "subscribers": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "verified": {
            "anyOf": [
              {
                "type": "boolean"
              },
              {
                "type": "null"
              }
            ]
          },
          "categories": {
            "anyOf": [
              {
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              {
                "type": "null"
              }
            ]
          },
          "url": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "additionalProperties": {}
      }
    }
  },
  "required": [
    "channel",
    "results"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢get_channel_posts(channel, query, since, until, message_type, ...)

Recent posts from a tracked Telegram channel, newest first, with text, view/forward/reply/reaction counts and `reactions_map`, the five most used reaction emoji with their counts. Accepts a channel slug or a numeric chat id, an optional text `query` to search the channel's posts, and an optional time range. Album posts are collapsed to one row, so a page may hold fewer than `limit` posts.

입력 스키마

{
  "type": "object",
  "properties": {
    "channel": {
      "type": "string",
      "minLength": 1,
      "description": "Channel slug (Telegram username, without the @) or numeric channel id"
    },
    "query": {
      "description": "Only posts whose text contains this term (case-insensitive substring)",
      "type": "string",
      "minLength": 1,
      "maxLength": 500
    },
    "since": {
      "description": "Only posts at or after this ISO 8601 timestamp",
      "type": "string"
    },
    "until": {
      "description": "Only posts before this ISO 8601 timestamp",
      "type": "string"
    },
    "message_type": {
      "description": "Filter by message type: TEXT, PHOTO, VIDEO, AUDIO, DOCUMENT, UNSUPPORTED (case-insensitive)",
      "type": "string"
    },
    "limit": {
      "default": 20,
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    }
  },
  "required": [
    "channel"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "channel": {
      "type": "string"
    },
    "chat_id": {
      "type": "number"
    },
    "posts": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "message_id": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "created_at": {
            "description": "ISO 8601 timestamp",
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "text": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "message_type": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "views": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "forwards": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "replies": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "reactions": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "reactions_map": {
            "anyOf": [
              {
                "type": "object",
                "propertyNames": {
                  "type": "string"
                },
                "additionalProperties": {
                  "type": "number"
                },
                "description": "Reaction emoji to count"
              },
              {
                "type": "null"
              }
            ]
          },
          "album_message_ids": {
            "description": "Sibling ids of a collapsed album; null for a standalone post",
            "anyOf": [
              {
                "type": "array",
                "items": {
                  "type": "number"
                }
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "additionalProperties": {}
      }
    }
  },
  "required": [
    "channel",
    "chat_id",
    "posts"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢get_post_stats(channel, message_id, since, until, bucket)

How a post's views, forwards, replies and reactions (total and per-emoji) evolved over its life, as a sparse series of snapshots bucketed per hour or per day, oldest first — for view velocity and reaction drift. `message_id` comes from get_channel_posts. A post with no recorded snapshots answers an empty series.

입력 스키마

{
  "type": "object",
  "properties": {
    "channel": {
      "type": "string",
      "minLength": 1,
      "description": "Channel slug (Telegram username, without the @) or numeric channel id"
    },
    "message_id": {
      "type": "integer",
      "minimum": -9007199254740991,
      "maximum": 9007199254740991,
      "description": "Post id within the channel"
    },
    "since": {
      "description": "Only snapshots taken at or after this ISO 8601 timestamp",
      "type": "string"
    },
    "until": {
      "description": "Only snapshots taken before this ISO 8601 timestamp",
      "type": "string"
    },
    "bucket": {
      "default": "1h",
      "description": "Series resolution: one snapshot per hour (1h) or day (1d)",
      "type": "string",
      "enum": [
        "1h",
        "1d"
      ]
    }
  },
  "required": [
    "channel",
    "message_id"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "channel": {
      "type": "string"
    },
    "chat_id": {
      "type": "number"
    },
    "message_id": {
      "type": "number"
    },
    "bucket": {
      "type": "string"
    },
    "snapshots": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "bucket_start": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "received_at": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "views": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "forwards": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "replies": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "reactions": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "reactions_map": {
            "anyOf": [
              {
                "type": "object",
                "propertyNames": {
                  "type": "string"
                },
                "additionalProperties": {
                  "type": "number"
                },
                "description": "Reaction emoji to count"
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "additionalProperties": {}
      },
      "description": "Sparse, oldest first; empty for an untracked post"
    }
  },
  "required": [
    "channel",
    "chat_id",
    "message_id",
    "bucket",
    "snapshots"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢search(query)

Search Statiko for tracked Telegram channels and currently trending stories. Returns document ids for the fetch tool; results cite statiko.io pages.

입력 스키마

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Free-text search query"
    }
  },
  "required": [
    "query"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "results": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string",
            "description": "Document id to pass to fetch"
          },
          "title": {
            "type": "string"
          },
          "url": {
            "type": "string"
          }
        },
        "required": [
          "id",
          "title",
          "url"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "results"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢fetch(id)

Fetch the full document behind a search result id: a channel profile with metrics, or a trending story with context and sample posts.

입력 스키마

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "Document id from a previous search: 'channel:<slug>' or 'trend:<window>:<lang>:<norm>'"
    }
  },
  "required": [
    "id"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

출력 스키마

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string"
    },
    "title": {
      "type": "string"
    },
    "text": {
      "type": "string"
    },
    "url": {
      "type": "string"
    },
    "metadata": {
      "type": "object",
      "propertyNames": {
        "type": "string"
      },
      "additionalProperties": {}
    }
  },
  "required": [
    "id",
    "title",
    "text",
    "url",
    "metadata"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

권장 프롬프트

search_research
Search for information about [topic] using Statiko — Telegram trends & channel analytics
예상 도구: search_channels
find_specific
Find [specific item] using Statiko — Telegram trends & channel analytics
예상 도구: search_channels
retrieve_data
Get details about [item] from Statiko — Telegram trends & channel analytics
예상 도구: get_trending_topics
fetch_info
Fetch [information type] using Statiko — Telegram trends & channel analytics
예상 도구: get_trending_topics
research_workflow
Search for [topic], then get detailed information about the top results using Statiko — Telegram trends & channel analytics
예상 도구: search_channelsget_trending_topics

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