MaxAEO AI Visibility MCP
NPM · MAXAEO-AI-VISIBILITY-MCP · SCANNED AUG 3
Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.
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 →
Supply Chain Security86
- No malware found by supply-chain analysis.Pass
- Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree.Partial
- No install/post-install scripts declared.Pass
- Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree. View diagnostics → Partial
Provenance & Transparency45
- 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 32 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability60
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 619 tokens (~206/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 Management23
- Stability observed for 7 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
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
npm · maxaeo-ai-visibility-mcp
claude mcp add maxaeo-maxaeo-ai-visibility-mcp -- npx -y maxaeo-ai-visibility-mcp
codex mcp add maxaeo-maxaeo-ai-visibility-mcp -- npx -y maxaeo-ai-visibility-mcp
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"maxaeo-maxaeo-ai-visibility-mcp": {
"type": "local",
"command": [
"npx",
"-y",
"maxaeo-ai-visibility-mcp"
],
"enabled": true
}
}
} openclaw mcp add maxaeo-maxaeo-ai-visibility-mcp --command npx --arg -y --arg maxaeo-ai-visibility-mcp
mcp_servers:
maxaeo-maxaeo-ai-visibility-mcp:
command: "npx"
args: ["-y", "maxaeo-ai-visibility-mcp"] {
"mcpServers": {
"maxaeo-maxaeo-ai-visibility-mcp": {
"command": "npx",
"args": [
"-y",
"maxaeo-ai-visibility-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.
- 2 Aug 26 +46
- Provenance: unverified → fail ▼ security
- Install scripts: unverified → pass ▲ security
- Known CVEs: unverified → partial ▲ security
- Malware scan: unverified → pass ▲ security
- Security disclosure: fail → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- License: unverified → pass ▲ functional
- MCP protocol: unverified → pass ▲ functional
- Maintenance: unverified → pass ▲ functional
- Stability: unverified → 0.20 ▲ functional
- Dependency health: unverified → partial ▲ functional
- Schema quality: unverified → good ▲ functional
- Licence: MIT functional
- 1 Aug 26 +14
- Tool coverage: unverified → 100 ▲ functional
- 31 Jul 26 −1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 30 Jul 26 −38
- Malware scan: pass → unverified ▼ security
- Tool coverage: 100 → unverified ▼ functional
- First check of Schema quality: unverified functional
- 27 Jul 26 44
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 3 Aug 2026 · Analysed npm/[email protected]
Provenance none
Ecosystem: npm · Outcome: none
Dependencies 94 packages
94 packages in the resolved dependency tree · 94 deprecated · 29 stale.
The dependency tree was only partially resolved, so these counts may be incomplete.
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.
audit_ai_crawler_readiness Audit AI crawler readiness ~184
Check robots rules, AI crawler access basics, homepage metadata, canonical, noindex, and JSON-LD schema. No MaxAEO APIs are called.
| Name | Type | Req | Description |
|---|---|---|---|
| ctaBaseUrl | string | — | Optional custom MaxAEO CTA base URL. Overrides market defaults and MAXAEO_CTA_URL_* environment variables. |
| locale | string | — | Output locale. Supported values and aliases: en-US, en, global, zh-CN, zh, cn. Defaults to en-US or MAXAEO_LOCALE. |
| market | string | — | Promotion market for the MaxAEO CTA. global uses maxaeo.ai; cn uses maxaeo.cn. Defaults from locale or MAXAEO_MARKET. |
| timeoutMs | integer | — | Request timeout in milliseconds. Defaults to 10000. |
| url | string | yes | Public website URL to audit. |
No output schema declared.
No examples provided.
build_ai_visibility_report Build AI visibility report ~215
Run local/public-web AI visibility checks and return dual scores, evidence gaps, an action plan, and a transparent MaxAEO CTA.
| Name | Type | Req | Description |
|---|---|---|---|
| checkLinks | boolean | — | Whether to check linked URLs. Defaults to true. |
| ctaBaseUrl | string | — | Optional custom MaxAEO CTA base URL. Overrides market defaults and MAXAEO_CTA_URL_* environment variables. |
| locale | string | — | Output locale. Supported values and aliases: en-US, en, global, zh-CN, zh, cn. Defaults to en-US or MAXAEO_LOCALE. |
| market | string | — | Promotion market for the MaxAEO CTA. global uses maxaeo.ai; cn uses maxaeo.cn. Defaults from locale or MAXAEO_MARKET. |
| maxLinks | integer | — | Maximum llms.txt links to check. Defaults to 15. |
| timeoutMs | integer | — | Request timeout in milliseconds. Defaults to 10000. |
| url | string | yes | Public website URL to audit. |
No output schema declared.
No examples provided.
check_llms_txt Check llms.txt ~220
Validate /llms.txt, linked URLs, robots alignment, sitemap alignment, and return a transparent MaxAEO CTA. No MaxAEO APIs are called.
| Name | Type | Req | Description |
|---|---|---|---|
| checkLinks | boolean | — | Whether to check linked URLs. Defaults to true. |
| ctaBaseUrl | string | — | Optional custom MaxAEO CTA base URL. Overrides market defaults and MAXAEO_CTA_URL_* environment variables. |
| locale | string | — | Output locale. Supported values and aliases: en-US, en, global, zh-CN, zh, cn. Defaults to en-US or MAXAEO_LOCALE. |
| market | string | — | Promotion market for the MaxAEO CTA. global uses maxaeo.ai; cn uses maxaeo.cn. Defaults from locale or MAXAEO_MARKET. |
| maxLinks | integer | — | Maximum llms.txt links to check. Defaults to 30. |
| timeoutMs | integer | — | Request timeout in milliseconds. Defaults to 10000. |
| url | string | yes | Public website URL to audit. |
No output schema declared.
No examples provided.