Agent Data Co
Daily AI-ecosystem data: GitHub AI/MCP repos, MCP registry, HF trending, LLM pricing, with history.
我該用這個嗎
品質與安全性
發現項目（3）
- LOWTool 'get_momentum_leaderboard' description lacks action verb在 get_momentum_leaderboard 中
- LOWTool 'get_mcp_servers' description lacks action verb在 get_mcp_servers 中
- LOWTool 'get_hf_trending' description lacks action verb在 get_hf_trending 中
根據工具定義與協定合規性的自動化分析。
上下文成本
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"api": {
"url": "https://agentdataco.com/mcp"
}
}
}遠端端點
https://agentdataco.com/mcpstreamable-http它能做什麼
工具清單
工具（12）
🟢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).
輸入結構描述
{
"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.
輸入結構描述
{
"type": "object",
"properties": {}
}🟢get_sample(feed)
Free sample: 5 latest rows from one or all feeds. No API key needed.
輸入結構描述
{
"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).
輸入結構描述
{
"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).
輸入結構描述
{
"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.
輸入結構描述
{
"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.
輸入結構描述
{
"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.
輸入結構描述
{
"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.
輸入結構描述
{
"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).
輸入結構描述
{
"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.
輸入結構描述
{
"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.
輸入結構描述
{
"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)"
}
}
}社群
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