Agent Data Co
REMOTE · AGENTDATACO.COM
Daily AI-ecosystem data: GitHub AI/MCP repos, MCP registry, HF trending, LLM pricing, with history.
Available components
Last scanned (21 hours ago)
Scores higher than 61% of remote servers
Reachable. Last reached 16 Oct 2026.
Category AI and Machine Learning
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. How we score → Why this is hard to score →
Endpoint Security80
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability63
- AI-judged instruction clarity (fair).Partial
- Tool/resource definitions use about 1201 tokens (~100/item across 12 items; 12 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management7
- Stability observed for 2 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage81
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 43% of tool parameters carry a description.Partial
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 12 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 13 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 16 Oct 26 +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.
- 15 Oct 26 0
- 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 security
- Schema quality: 84 → 100 ▼ functional
- Stability: unverified → 0.03 ▲ functional
- New tool “get_momentum_leaderboard” functional
- “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” cosmetic
- 14 Oct 26 70
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 16 Oct 2026 · Probed https://agentdataco.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=*.agentdataco.com | CN=YR2,O=Let's Encrypt,C=US | 14 Oct 2026 | 12 Jan 2027 | RSA 2048 | SHA256-RSA | 5a9dd82bbe326406ecc6a27eb26cdd7fd19 |
| SANs: *.agentdataco.com, agentdataco.com | ||||||
| CN=YR2,O=Let's Encrypt,C=US (CA) | CN=Root YR,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | RSA 2048 | SHA256-RSA | 4ebd24947e24d394802d84a52fd5b319 |
| CN=Root YR,O=ISRG,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | RSA 4096 | SHA256-RSA | f24b6d17f9d9ad7cb1c9fea78782699f |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of agentdataco.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| agentdataco.com. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=63072000 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://agentdataco.com/mcp | Verified | 200 | |
| http (plaintext) | http://agentdataco.com/mcp | HTTPS enforced | 308 | https://agentdataco.com/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
get_ai_pricing get ai pricing ~101
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).
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| offset | integer | – | – |
| q | string | – | Case-insensitive full-text filter |
| since | string | – | ISO date; only rows created/updated on or after |
| url | string | – | – |
No output schema declared.
No examples provided.
get_github_ai_repos get github ai repos ~105
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).
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| offset | integer | – | – |
| q | string | – | Case-insensitive full-text filter |
| repo | string | – | – |
| since | string | – | ISO date; only rows created/updated on or after |
No output schema declared.
No examples provided.
get_hf_trending get hf trending ~83
Hugging Face trending models & Spaces (source: Hugging Face Hub API). Full current feed, refreshed daily. Requires API key.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| offset | integer | – | – |
| q | string | – | Case-insensitive full-text filter |
| since | string | – | ISO date; only rows created/updated on or after |
No output schema declared.
No examples provided.
get_history get history ~237
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.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | – | nextCursor from the previous page |
| entity | string | yes | owner/repo, MCP server name, OpenRouter model id, pricing page URL, "model:<hf id>", HN item id |
| feed | string | yes | – |
| from | string | – | YYYY-MM-DD (default: to minus 30 days) |
| limit | integer | – | – |
| to | string | – | YYYY-MM-DD (default today); max 90 days after from |
No output schema declared.
No examples provided.
get_llm_pricing get llm pricing ~83
LLM model pricing (OpenRouter) (source: OpenRouter models API). Full current feed, refreshed daily. Requires API key.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| offset | integer | – | – |
| q | string | – | Case-insensitive full-text filter |
| since | string | – | ISO date; only rows created/updated on or after |
No output schema declared.
No examples provided.
get_mcp_servers get mcp servers ~79
Official MCP registry servers (source: registry.modelcontextprotocol.io). Full current feed, refreshed daily. Requires API key.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| offset | integer | – | – |
| q | string | – | Case-insensitive full-text filter |
| since | string | – | ISO date; only rows created/updated on or after |
No output schema declared.
No examples provided.
get_momentum_leaderboard get momentum leaderboard ~84
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).
| Name | Type | Req | Description |
|---|---|---|---|
| feed | string | – | – |
| limit | integer | – | – |
No output schema declared.
No examples provided.
get_sample get sample ~33
Free sample: 5 latest rows from one or all feeds. No API key needed.
| Name | Type | Req | Description |
|---|---|---|---|
| feed | string | – | – |
No output schema declared.
No examples provided.
get_show_hn_ai get show hn ai ~82
Show HN AI launches (source: Algolia HN Search API). Full current feed, refreshed daily. Requires API key.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| offset | integer | – | – |
| q | string | – | Case-insensitive full-text filter |
| since | string | – | ISO date; only rows created/updated on or after |
No output schema declared.
No examples provided.
get_trends get trends ~119
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.
| Name | Type | Req | Description |
|---|---|---|---|
| date | string | – | YYYY-MM-DD (default latest; requires feed) |
| feed | string | – | – |
| window | string | – | – |
No output schema declared.
No examples provided.
list_feeds list feeds ~34
List the Agent Data Co feeds (AI-ecosystem datasets), their sources and update times. Free, no API key.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
lookup_entity lookup entity ~79
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).
| Name | Type | Req | Description |
|---|---|---|---|
| entity | string | yes | – |
| feed | string | yes | – |
No output schema declared.
No examples provided.
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.
remote · agentdataco.com
claude mcp add --transport http com-agentdataco-api 'https://agentdataco.com/mcp'
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.