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Agent Data Co

R0· no sign-in

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

v1.0.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality81new
Trust96of 100
Uptime, 30 days100%
Latency p50242 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "agentdataco": {
      "type": "http",
      "url": "https://agentdataco.com/mcp",
      "headers": {
        "Authorization": "Bearer ${AGENTDATACO_TOKEN}"
      }
    }
  }
}
claude mcp add --transport http agentdataco https://agentdataco.com/mcp --header "Authorization: Bearer ${AGENTDATACO_TOKEN}"
[mcp_servers.agentdataco]
url = "https://agentdataco.com/mcp"
bearer_token_env_var = "AGENTDATACO_TOKEN"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "agentdataco": {
      "type": "remote",
      "url": "https://agentdataco.com/mcp",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:AGENTDATACO_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "agentdataco": {
      "type": "http",
      "url": "https://agentdataco.com/mcp",
      "headers": {
        "Authorization": "Bearer ${AGENTDATACO_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=agentdataco&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWdlbnRkYXRhY28uY29tL21jcCIsImhlYWRlcnMiOnsiQXV0aG9yaXphdGlvbiI6IkJlYXJlciAke0FHRU5UREFUQUNPX1RPS0VOfSJ9fQ%3D%3D"
}
{
  "servers": {
    "agentdataco": {
      "type": "http",
      "url": "https://agentdataco.com/mcp",
      "headers": {
        "Authorization": "Bearer ${AGENTDATACO_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "agentdataco": {
      "httpUrl": "https://agentdataco.com/mcp",
      "headers": {
        "Authorization": "Bearer ${AGENTDATACO_TOKEN}"
      }
    }
  }
}
extensions:
  "agentdataco":
    enabled: true
    name: "agentdataco"
    type: streamable_http
    uri: "https://agentdataco.com/mcp"
    headers:
      "Authorization": "Bearer ${AGENTDATACO_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${AGENTDATACO_TOKEN}. The registry never accepts secret values.

Quality 81 / 100new

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene86 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations12 of 12 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_sample (destructiveHint, idempotentHint); get_momentum_leaderboard (destructiveHint, idempotentHint); lookup_entity (destructiveHint, idempotentHint); …
  • pass
    tools.token_costabout 1,601 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool history recorded for 4 of the 7 days needed
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

12 tools, about 1,601 tokens to load them all · tool set 42999f23b7d3 · tools last changed 2026-10-15 · checked 2026-10-19 10:20 UTC

Tool changes

  • get_trendschangeddescription, input schemameaning changed
    before

    Top movers (1d/7d/30d) by stars/likes/points plus change events: new entities, LLM price changes, MCP version bumps, pricing-page changes. Requires API key.

    after · 49% of words in common

    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.

  • get_historychangeddescription, input schemameaning changed
    before

    Daily time series for one entity from the append-only archive (Starter: 30 days, Pro: full archive). Requires API key.

    after · 28% of words in common

    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.

  • get_momentum_leaderboardadded

    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).

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 96 / 100

provenance85
liveness100
freshness100
hygiene100

+repository +dns-namespace +website +reachable +uptime-100% +updated-5d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://agentdataco.com/mcp streamable-httpnoneyes100%242 ms2025-11-252026-10-19

Tools (12)

get_ai_pricingread-onlyAI & 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).
get_github_ai_reposread-onlyGitHub 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).
get_hf_trendingread-onlyHugging Face trending models & Spaces (source: Hugging Face Hub API). Full current feed, refreshed daily. Requires API key.
get_historyread-onlyDaily 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.
get_llm_pricingread-onlyLLM model pricing (OpenRouter) (source: OpenRouter models API). Full current feed, refreshed daily. Requires API key.
get_mcp_serversread-onlyOfficial MCP registry servers (source: registry.modelcontextprotocol.io). Full current feed, refreshed daily. Requires API key.
get_momentum_leaderboardread-onlyFree: 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).
get_sampleread-onlyFree sample: 5 latest rows from one or all feeds. No API key needed.
get_show_hn_airead-onlyShow HN AI launches (source: Algolia HN Search API). Full current feed, refreshed daily. Requires API key.
get_trendsread-onlyTop 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.
list_feedsread-onlyList the Agent Data Co feeds (AI-ecosystem datasets), their sources and update times. Free, no API key.
lookup_entityread-onlyFree: 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).

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.agentdataco/api",
  "title": "Agent Data Co",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://agentdataco.com/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "description": "Optional: Bearer <Agent Data Co API key> for full feeds, history and trends. Free tools work without it."
        }
      ]
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/TranscendUK/agentdataco-site",
    "source": "github"
  },
  "websiteUrl": "https://agentdataco.com/docs#mcp",
  "description": "Daily AI-ecosystem data: GitHub AI/MCP repos, MCP registry, HF trending, LLM pricing, with history."
}