Agent Data Co

Measured conclusion: Alive, not deep-tested. L2 outcome: not_attempted.

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

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "Agent Data Co": {
      "url": "https://agentdataco.com/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (12)

• get_momentum_leaderboard read-only

  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).

  Parameters:

  • feed — string
  • limit — integer

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

• list_feeds read-only

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

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

• get_sample read-only

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

  Parameters:

  • feed — string

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

• lookup_entity read-only

  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).

  Parameters:

  • feed (required) — string
  • entity (required) — string

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

• get_github_ai_repos read-only

  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).

  Parameters:

  • q — string — Case-insensitive full-text filter
  • repo — string
  • limit — integer
  • since — string — ISO date; only rows created/updated on or after
  • offset — integer

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

• get_show_hn_ai read-only

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

  Parameters:

  • q — string — Case-insensitive full-text filter
  • limit — integer
  • since — string — ISO date; only rows created/updated on or after
  • offset — integer

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

• get_mcp_servers read-only

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

  Parameters:

  • q — string — Case-insensitive full-text filter
  • limit — integer
  • since — string — ISO date; only rows created/updated on or after
  • offset — integer

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

• get_hf_trending read-only

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

  Parameters:

  • q — string — Case-insensitive full-text filter
  • limit — integer
  • since — string — ISO date; only rows created/updated on or after
  • offset — integer

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

• get_llm_pricing read-only

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

  Parameters:

  • q — string — Case-insensitive full-text filter
  • limit — integer
  • since — string — ISO date; only rows created/updated on or after
  • offset — integer

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

• get_ai_pricing read-only

  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).

  Parameters:

  • q — string — Case-insensitive full-text filter
  • url — string
  • limit — integer
  • since — string — ISO date; only rows created/updated on or after
  • offset — integer

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

• get_history read-only

  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.

  Parameters:

  • feed (required) — string
  • entity (required) — string — owner/repo, MCP server name, OpenRouter model id, pricing page URL, "model:<hf id>", HN item id
  • to — string — YYYY-MM-DD (default today); max 90 days after from
  • from — string — YYYY-MM-DD (default: to minus 30 days)
  • limit — integer
  • cursor — string — nextCursor from the previous page

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

• get_trends read-only

  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.

  Parameters:

  • date — string — YYYY-MM-DD (default latest; requires feed)
  • feed — string
  • window — string

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

Publisher website Repository

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