Agent Data Co

com.agentdatacoPublished by agentdataco.comOfficial publisherv1.0.0Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableDeveloper ToolsData & AnalyticsAI & ML

Overview

AI-generated overview

Remote MCP server serving daily, archived AI-ecosystem data: GitHub AI/MCP repos, MCP registry, Hugging Face trending, LLM and SaaS pricing, and Show HN AI.

What you can do
List available feeds and pull free samples of the latest rows from one or all feeds, without a key. Look up latest public metrics and recent daily values for a tracked entity such as a GitHub repo, MCP server, OpenRouter model or pricing page. Read full daily feeds for GitHub AI repos, Show HN AI launches, MCP registry servers, Hugging Face trending, LLM pricing and AI/SaaS pricing pages. Retrieve daily time series for one entity from the append-only archive, paged by cursor. See top movers over 1, 7 and 30 days plus change events such as new entities, price changes and MCP version bumps. Check a momentum leaderboard scoring GitHub AI repos, MCP servers, LLMs and Hugging Face items, with a 0
When to use it
Useful when you want an assistant to track or compare the AI ecosystem over time: repo and MCP server popularity, model pricing shifts, Hugging Face trends, or launch activity, without building your own scrapers and archive.
Requirements
Remote Streamable HTTP endpoint; no local runtime or package. Free tools work without credentials; full feeds, history and trends need an Agent Data Co API key sent as an Authorization Bearer header. Paid plan tiers (Starter, Pro) determine history depth and fair-use caps.
Before you install
The Authorization header carries a secret API key; keep it out of shared configs. Full feeds, history and trends require a paid plan, and history/trends calls count against a daily fair-use cap. Data is aggregated from third-party sources (GitHub, Hugging Face, OpenRouter, the MCP registry, public pricing pages) and served by a third party.

Installation

In SourceWeft

  1. Open Agent Data Co in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.agentdataco%2Fapi/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "agent-data-co": {
      "type": "http",
      "url": "https://agentdataco.com/mcp"
    }
  }
}

README

agentdataco-site

Source for agentdataco.com: daily, archived data on the AI ecosystem (GitHub AI agent & MCP repos, the official MCP registry, Hugging Face trending, LLM pricing from OpenRouter, AI/SaaS pricing pages, Show HN AI launches), served as a REST API and a remote MCP server.

MCP server

Remote endpoint (Streamable HTTP): https://agentdataco.com/mcp

ToolKey needed
list_feeds, get_sample, lookup_entityNo
get_github_ai_repos, get_show_hn_ai, get_mcp_servers, get_hf_trending, get_llm_pricing, get_ai_pricing, get_history, get_trendsYes (Authorization: Bearer <key>)
json
{ "mcpServers": { "agentdataco": { "url": "https://agentdataco.com/mcp", "headers": { "Authorization": "Bearer adc_live_..." } } } }

Claude Code: claude mcp add --transport http agentdataco https://agentdataco.com/mcp

REST API

Docs: https://agentdataco.com/docs · OpenAPI: https://agentdataco.com/openapi.json · Free sample: https://agentdataco.com/api/v1/sample · Plans: https://agentdataco.com/#pricing

Stack

Vercel (static public/ + Node functions in api/), Vercel Blob for feeds and the append-only snapshot archive, Stripe for billing, Resend for email. Secrets live only in Vercel environment variables.

Operated by Transcend UK Holdings Ltd (Agent Data Co).

Source: README.md at commit 2e0e243

Tools

12

get_momentum_leaderboard

get momentum leaderboard

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).

Parametersfeedlimit

list_feeds

list feeds

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

Takes no parameters.

get_sample

get sample

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

Parametersfeed

lookup_entity

lookup 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).

Parametersfeedrequiredentityrequired

get_github_ai_repos

get github ai repos

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).

Parametersqrepolimitsinceoffset

get_show_hn_ai

get show hn ai

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

Parametersqlimitsinceoffset

get_mcp_servers

get mcp servers

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

Parametersqlimitsinceoffset

get_llm_pricing

get llm pricing

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

Parametersqlimitsinceoffset

get_ai_pricing

get ai pricing

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).

Parametersqurllimitsinceoffset

get_history

get history

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.

Parameterstofeedrequiredfromlimitcursorentityrequired

Version history

1
  1. v1.0.0LatestOct 14, 2026

Score

90% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.