io.github.LanceRoylo/mcp
NPM · @NEVERRANKED/MCP · SCANNED SEP 20
AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security98
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- No install/post-install scripts declared.Pass
- 31 of 95 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency48
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 26 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability80
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 430 tokens (~143/item across 3 items; 3 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management93
- Stability observed for 28 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 3 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
How do I install the io.github.LanceRoylo/mcp server?
io.github.LanceRoylo/mcp runs locally as an npm package, launched with npx -y @neverranked/mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
npm · @neverranked/mcp
claude mcp add lanceroylo-mcp -- npx -y @neverranked/mcp
{
"mcpServers": {
"lanceroylo-mcp": {
"command": "npx",
"args": [
"-y",
"@neverranked/mcp"
]
}
}
} {
"servers": {
"lanceroylo-mcp": {
"command": "npx",
"args": [
"-y",
"@neverranked/mcp"
]
}
}
} codex mcp add lanceroylo-mcp -- npx -y @neverranked/mcp
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"lanceroylo-mcp": {
"type": "local",
"command": [
"npx",
"-y",
"@neverranked/mcp"
],
"enabled": true
}
}
} openclaw mcp add lanceroylo-mcp --command npx --arg -y --arg @neverranked/mcp
mcp_servers:
lanceroylo-mcp:
command: "npx"
args: ["-y", "@neverranked/mcp"] {
"McpServers": {
"lanceroylo-mcp": {
"Transport": "stdio",
"Command": "npx",
"Arguments": [
"-y",
"@neverranked/mcp"
]
}
}
} assistant mcp add lanceroylo-mcp -t stdio -c npx -a -y @neverranked/mcp
{
"mcpServers": {
"lanceroylo-mcp": {
"command": "npx",
"args": [
"-y",
"@neverranked/mcp"
]
}
}
} 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.
- 18 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.
- 16 Sept 26 −2
- Stability: pass → 0.80 functional
- 15 Sept 26 0
- Stability: 0.97 → pass security
- 14 Sept 26 +1
- Security disclosure: unverified → pass ▲ functional
- 13 Sept 26 0
- Security disclosure: pass → unverified ▼ functional
- 11 Sept 26 +2
- Security disclosure: unverified → pass ▲ functional
- 10 Sept 26 −1
- Security disclosure: pass → unverified ▼ functional
- 9 Sept 26 −2
- Stability: pass → 0.80 functional
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 20 Sept 2026 · Analysed npm/@neverranked/mcp@0.1.2
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | npm |
Background: How many MCP packages publish verified provenance →
Dependencies 95 packages
| Packages resolved | 95 |
|---|---|
| Stale | 31 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
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 →
aeo_scan ~130
Score a website's Answer Engine Optimization (AEO) readiness from 0 to 100. Returns the score, letter grade, schema coverage breakdown, technical signals (og:image, h1 count, canonical, etc.), and red flags. Use this when you want to know how citable a site is to ChatGPT, Claude, Perplexity, Gemini, Microsoft Copilot, and Google AI Overviews. Methodology at neverranked.com/standards/methodology.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | Full URL of the website to scan, including protocol. Example: https://example.com |
No output schema declared.
No examples provided.
agent_readiness_check ~164
Audit a website for AI agent task-surface readiness. Looks for Schema.org Action types (ReserveAction, ApplyAction, BuyAction, OrderAction, ContactAction) in JSON-LD blocks. Returns a 0-100 score with vertical-specific baselines and validation issues. Use this when you want to know if a site is prepared for the agentic AI shift, where AI agents perform tasks (book, apply, buy) on behalf of users rather than just answering questions. Standard at neverranked.com/standards/agent-readiness.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | Full URL of the website to scan. |
| vertical | string | – | Optional vertical baseline to score against. If omitted, the tool reports actions present without comparing to a vertical-specific expected set. |
No output schema declared.
No examples provided.
llms_txt_check ~136
Audit a website's /llms.txt file against the published standard. Returns a 0-100 score, grade, presence of required structural elements (H1, blockquote, sections), link health, and freshness. Use this when you want to know if a site is properly exposing its content map to AI engines that respect llms.txt (Anthropic Claude, with OpenAI and others stated to follow). Standard at neverranked.com/standards/llms-txt.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | Base URL of the site to check. The tool fetches /llms.txt at the root of this URL. |
No output schema declared.
No examples provided.
What is the io.github.LanceRoylo/mcp server?
io.github.LanceRoylo/mcp is listed in the public MCP registry as io.github.LanceRoylo/mcp. AEO scoring, llms.txt audit, and agent-readiness checks for AI agents. This page covers its npm package (@neverranked/mcp).
Is the io.github.LanceRoylo/mcp server safe to use?
io.github.LanceRoylo/mcp scores 84 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 20 September 2026. It declares no install or post-install scripts. 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 io.github.LanceRoylo/mcp server expose?
io.github.LanceRoylo/mcp exposes 3 tools: aeo_scan, llms_txt_check, agent_readiness_check. Their descriptions and schemas cost roughly 430 tokens of context every time the server is loaded.
Is the io.github.LanceRoylo/mcp server still maintained?
io.github.LanceRoylo/mcp is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the io.github.LanceRoylo/mcp server under?
io.github.LanceRoylo/mcp declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.