MCP MeasureMCP Measure

インデックス観測済み

Agent Data Co

Daily AI-ecosystem data: GitHub AI/MCP repos, MCP registry, HF trending, LLM pricing, with history.

使うべきか

品質と安全性

A
説明の品質
93%
スキーマの完全性
75%
命名の品質
98%
ポイズニングのリスク
100%
権限の一致
100%
プロトコルへの準拠
100%

検出事項（3）

  • LOWTool 'get_momentum_leaderboard' description lacks action verbget_momentum_leaderboard 内
  • LOWTool 'get_mcp_servers' description lacks action verbget_mcp_servers 内
  • LOWTool 'get_hf_trending' description lacks action verbget_hf_trending 内

ツール定義とプロトコルへの準拠に関する自動分析に基づいています。

コンテキストコスト

~1,802トークン数（ツール定義）
~855 B一般的なレスポンスサイズ
注意への影響は中程度（128k コンテキストの 1.41%）

これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。

インストール

ワンクリックインストール

これを `claude_desktop_config.json` ファイルに追加してください:

{
  "mcpServers": {
    "api": {
      "url": "https://agentdataco.com/mcp"
    }
  }
}

リモートエンドポイント

https://agentdataco.com/mcpstreamable-http

できること

ツール一覧

ツール（12）

🟢 読み取り専用🟡 書き込み🔴 削除⚪ 不明
🟢get_momentum_leaderboard(feed, limit)

Free: ADC Momentum leaderboard (0-100 score from growth velocity, consistency, recency and agent demand in our daily archive) for GitHub AI repos, MCP servers, LLMs and Hugging Face items, plus what AI agents looked up most this week (Agent Demand Index).

入力スキーマ

{
  "type": "object",
  "properties": {
    "feed": {
      "type": "string",
      "enum": [
        "github-ai-repos",
        "mcp-servers",
        "llm-pricing",
        "hf-trending"
      ]
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 100,
      "default": 25
    }
  }
}
🟢list_feeds

List the Agent Data Co feeds (AI-ecosystem datasets), their sources and update times. Free, no API key.

入力スキーマ

{
  "type": "object",
  "properties": {}
}
🟢get_sample(feed)

Free sample: 5 latest rows from one or all feeds. No API key needed.

入力スキーマ

{
  "type": "object",
  "properties": {
    "feed": {
      "type": "string",
      "enum": [
        "github-ai-repos",
        "show-hn-ai",
        "mcp-servers",
        "hf-trending",
        "llm-pricing",
        "ai-pricing"
      ]
    }
  }
}
🟢lookup_entity(feed, entity)

Free: latest public metrics and recent daily values for one tracked entity (top ~2,000 entities: GitHub repo owner/name, MCP server name, OpenRouter model id, pricing page URL, or hf "<type>:<id>"). Full history needs a key (get_history).

入力スキーマ

{
  "type": "object",
  "properties": {
    "feed": {
      "type": "string",
      "enum": [
        "github-ai-repos",
        "mcp-servers",
        "llm-pricing",
        "ai-pricing",
        "hf-trending"
      ]
    },
    "entity": {
      "type": "string"
    }
  },
  "required": [
    "feed",
    "entity"
  ]
}
🟢get_github_ai_repos(q, since, limit, offset, repo)

GitHub AI agent & MCP repos (source: GitHub Search API). Full current feed, refreshed daily. Requires API key. Pass repo=owner/name for one repo (untracked repos are queued).

入力スキーマ

{
  "type": "object",
  "properties": {
    "q": {
      "type": "string",
      "description": "Case-insensitive full-text filter"
    },
    "since": {
      "type": "string",
      "description": "ISO date; only rows created/updated on or after"
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 1000,
      "default": 50
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "default": 0
    },
    "repo": {
      "type": "string"
    }
  }
}
🟢get_show_hn_ai(q, since, limit, offset)

Show HN AI launches (source: Algolia HN Search API). Full current feed, refreshed daily. Requires API key.

入力スキーマ

{
  "type": "object",
  "properties": {
    "q": {
      "type": "string",
      "description": "Case-insensitive full-text filter"
    },
    "since": {
      "type": "string",
      "description": "ISO date; only rows created/updated on or after"
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 1000,
      "default": 50
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "default": 0
    }
  }
}
🟢get_mcp_servers(q, since, limit, offset)

Official MCP registry servers (source: registry.modelcontextprotocol.io). Full current feed, refreshed daily. Requires API key.

入力スキーマ

{
  "type": "object",
  "properties": {
    "q": {
      "type": "string",
      "description": "Case-insensitive full-text filter"
    },
    "since": {
      "type": "string",
      "description": "ISO date; only rows created/updated on or after"
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 1000,
      "default": 50
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "default": 0
    }
  }
}
🟢get_hf_trending(q, since, limit, offset)

Hugging Face trending models & Spaces (source: Hugging Face Hub API). Full current feed, refreshed daily. Requires API key.

入力スキーマ

{
  "type": "object",
  "properties": {
    "q": {
      "type": "string",
      "description": "Case-insensitive full-text filter"
    },
    "since": {
      "type": "string",
      "description": "ISO date; only rows created/updated on or after"
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 1000,
      "default": 50
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "default": 0
    }
  }
}
🟢get_llm_pricing(q, since, limit, offset)

LLM model pricing (OpenRouter) (source: OpenRouter models API). Full current feed, refreshed daily. Requires API key.

入力スキーマ

{
  "type": "object",
  "properties": {
    "q": {
      "type": "string",
      "description": "Case-insensitive full-text filter"
    },
    "since": {
      "type": "string",
      "description": "ISO date; only rows created/updated on or after"
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 1000,
      "default": 50
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "default": 0
    }
  }
}
🟢get_ai_pricing(q, since, limit, offset, url)

AI & SaaS pricing page snapshots (source: Public pricing pages). Full current feed, refreshed daily. Requires API key. Pass url= for one pricing page (untracked pages are queued).

入力スキーマ

{
  "type": "object",
  "properties": {
    "q": {
      "type": "string",
      "description": "Case-insensitive full-text filter"
    },
    "since": {
      "type": "string",
      "description": "ISO date; only rows created/updated on or after"
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 1000,
      "default": 50
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "default": 0
    },
    "url": {
      "type": "string"
    }
  }
}
🟢get_history(feed, entity, from, to, limit, ...)

Daily time series for ONE entity from the append-only archive (Starter: last 30 days, Pro: full archive). Max 90-day window per call (from..to); up to 90 rows per page, use nextCursor as `cursor` for the next page. No whole-feed dumps. Fair use: 200 (Starter) / 1,000 (Pro) history+trends calls per day per key; keys scanning many distinct entities/dates very fast are throttled for 1 hour (429). Bulk/full-archive access: data licence from $499/mo, [email protected]. Requires API key.

入力スキーマ

{
  "type": "object",
  "properties": {
    "feed": {
      "type": "string",
      "enum": [
        "github-ai-repos",
        "show-hn-ai",
        "mcp-servers",
        "hf-trending",
        "llm-pricing",
        "ai-pricing"
      ]
    },
    "entity": {
      "type": "string",
      "description": "owner/repo, MCP server name, OpenRouter model id, pricing page URL, \"model:<hf id>\", HN item id"
    },
    "from": {
      "type": "string",
      "description": "YYYY-MM-DD (default: to minus 30 days)"
    },
    "to": {
      "type": "string",
      "description": "YYYY-MM-DD (default today); max 90 days after from"
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 90,
      "default": 31
    },
    "cursor": {
      "type": "string",
      "description": "nextCursor from the previous page"
    }
  },
  "required": [
    "feed",
    "entity"
  ]
}
🟢get_trends(window, feed, date)

Top movers (1d/7d/30d) by stars/likes/points plus change events: new entities, LLM price changes, MCP version bumps, pricing-page changes. Latest by default; past dates need `feed` and must be within your plan history. Counts toward the daily history/trends fair-use cap (200 Starter / 1,000 Pro). Requires API key.

入力スキーマ

{
  "type": "object",
  "properties": {
    "window": {
      "type": "string",
      "enum": [
        "1d",
        "7d",
        "30d"
      ]
    },
    "feed": {
      "type": "string",
      "enum": [
        "github-ai-repos",
        "show-hn-ai",
        "mcp-servers",
        "hf-trending",
        "llm-pricing",
        "ai-pricing"
      ]
    },
    "date": {
      "type": "string",
      "description": "YYYY-MM-DD (default latest; requires feed)"
    }
  }
}

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