# Agent Data Co (remote · agentdataco.com)

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

- Trust score: 71/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-16

## Components

- remote · `agentdataco.com`: 71/100 (this document), [markdown](https://verifymcp.io/servers/com-agentdataco-api/agentdataco.md), [page](https://verifymcp.io/servers/com-agentdataco-api/agentdataco)

## Channel facts

- Endpoint: `https://agentdataco.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-10-16.

- **Endpoint Security**: 80/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 63/100
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 1201 tokens (~100/item across 12 items; 12 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 7/100
  - Stability observed for 2 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 81/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 43% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 12 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 13 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the Agent Data Co MCP server?

Agent Data Co is a hosted endpoint at https://agentdataco.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http com-agentdataco-api 'https://agentdataco.com/mcp'
```

### Cursor

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

### VS Code

```json
{
  "servers": {
    "com-agentdataco-api": {
      "type": "http",
      "url": "https://agentdataco.com/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.com-agentdataco-api]
url = "https://agentdataco.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-agentdataco-api": {
      "type": "remote",
      "url": "https://agentdataco.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-agentdataco-api --url 'https://agentdataco.com/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-agentdataco-api:
    url: "https://agentdataco.com/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "com-agentdataco-api": {
      "Transport": "http",
      "Url": "https://agentdataco.com/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add com-agentdataco-api -t streamable-http -u 'https://agentdataco.com/mcp'
```

### Other

```json
{
  "mcpServers": {
    "com-agentdataco-api": {
      "type": "http",
      "url": "https://agentdataco.com/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-10-16 (score 71, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-15 (score 70, 0)

- [security] The server rewrote its instructions, which are the text every model session reads
- [security] Tool “get_history” rewrote its description, which is the text the model reads
- [security] Tool “get_trends” rewrote its description, which is the text the model reads
- [functional regression] Schema quality: 84 → 100
- [functional improvement] Stability: unverified → 0.03
- [functional] New tool “get_momentum_leaderboard”
- [cosmetic] “get_history” added an optional parameter “cursor”
- [cosmetic] “get_history” added an optional parameter “limit”
- [cosmetic] “get_history” reworded the description of “from”
- [cosmetic] “get_history” reworded the description of “to”
- [cosmetic] “get_trends” reworded the description of “date”

### 2026-10-14 (score 70)

First indexed and scored.

## MCP tools (12)

### `get_momentum_leaderboard` (~84 tokens)

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).

Input parameters:

- `feed` (string)
- `limit` (integer)

### `list_feeds` (~34 tokens)

list feeds

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

### `get_sample` (~33 tokens)

get sample

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

Input parameters:

- `feed` (string)

### `lookup_entity` (~79 tokens)

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).

Input parameters:

- `entity` (string, required)
- `feed` (string, required)

### `get_github_ai_repos` (~105 tokens)

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).

Input parameters:

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

### `get_show_hn_ai` (~82 tokens)

get show hn ai

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

Input parameters:

- `limit` (integer)
- `offset` (integer)
- `q` (string): Case-insensitive full-text filter
- `since` (string): ISO date; only rows created/updated on or after

### `get_mcp_servers` (~79 tokens)

get mcp servers

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

Input parameters:

- `limit` (integer)
- `offset` (integer)
- `q` (string): Case-insensitive full-text filter
- `since` (string): ISO date; only rows created/updated on or after

### `get_hf_trending` (~83 tokens)

get hf trending

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

Input parameters:

- `limit` (integer)
- `offset` (integer)
- `q` (string): Case-insensitive full-text filter
- `since` (string): ISO date; only rows created/updated on or after

### `get_llm_pricing` (~83 tokens)

get llm pricing

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

Input parameters:

- `limit` (integer)
- `offset` (integer)
- `q` (string): Case-insensitive full-text filter
- `since` (string): ISO date; only rows created/updated on or after

### `get_ai_pricing` (~101 tokens)

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).

Input parameters:

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

### `get_history` (~237 tokens)

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, hello@agentdataco.com. Requires API key.

Input parameters:

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

### `get_trends` (~119 tokens)

get trends

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.

Input parameters:

- `date` (string): YYYY-MM-DD (default latest; requires feed)
- `feed` (string)
- `window` (string)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/com-agentdataco-api/agentdataco#diagnostics

## Score history

- 2026-10-16: 71
- 2026-10-15: 70
- 2026-10-14: 70

## Common questions

### What is the Agent Data Co MCP server?

Agent Data Co is an MCP server listed in the public MCP registry as com.agentdataco/api. Daily AI-ecosystem data: GitHub AI/MCP repos, MCP registry, HF trending, LLM pricing, with history. This page covers its hosted endpoint (https://agentdataco.com/mcp).

### Is the Agent Data Co MCP server safe to use?

Agent Data Co scores 71 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Agent Data Co MCP server expose?

Agent Data Co exposes 12 tools: get_momentum_leaderboard, list_feeds, get_sample, lookup_entity, get_github_ai_repos, and 7 more. Their descriptions and schemas cost roughly 1,119 tokens of context every time the server is loaded.

### Does the Agent Data Co MCP server require authentication?

No. We connected to Agent Data Co without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Agent Data Co MCP server still maintained?

Agent Data Co is still listed as active in the MCP registry. We last reached this channel on 16 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://agentdataco.com/mcp
- Repository: https://github.com/TranscendUK/agentdataco-site
- Website: https://agentdataco.com/docs#mcp
- Changelog RSS feed: https://verifymcp.io/servers/com-agentdataco-api/agentdataco.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-agentdataco-api/agentdataco.json
- HTML version of this page: https://verifymcp.io/servers/com-agentdataco-api/agentdataco