# io.github.AutomateLab-tech/ai-seo

> MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites

- name: io.github.AutomateLab-tech/ai-seo
- version: 0.1.1
- connection class: L0 (run_local_package)
- trust: 81/100
- quality: –/100 (not scored)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.AutomateLab-tech%2Fai-seo
- tools: https://api.protogrid.dev/v1/servers/io.github.AutomateLab-tech%2Fai-seo/tools

**Runs on your machine: something must execute the package.** Only local packages are published (npm, PyPI, OCI, …). The registry never executes them, so tools are unknown until you run it.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "ai-seo": {
      "command": "npx",
      "args": [
        "-y",
        "@automatelab/ai-seo-mcp@0.1.1"
      ]
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: n/a
- freshness: 65
- provenance: 80
- drivers: +repository +namespace-matches-repo ~liveness-unmeasured ~updated-157d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality –/100 (not scored)

Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.

### protocol: n/a (weight 25)

- n/a `protocol.modern`, `protocol.stateless`, `protocol.transport`, `protocol.list_ttl`: no remote answered a protocol handshake (not probed yet, unreachable, or local-only)

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: n/a (weight 30)

- n/a `tools.descriptions`, `tools.description_length`, `tools.schemas`, `tools.annotations`, `tools.directory_hints`, `tools.token_cost`, `tools.api_dump`: tool list unknown (behind auth, not probed, or empty)

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`: tool list unknown

### dependencies: 33 (weight 15)

- fail `deps.known_vulns`: 6 advisories to act on (malicious, or rated high or critical with a fix available): GHSA-4cwx-7wf7-3272 in undici@7.25.0 (direct, fixed in 7.29.0), GHSA-hm92-r4w5-c3mj in undici@7.25.0 (direct, fixed in 7.28.0), GHSA-rfgv-xxqx-mfg5 in undici@7.25.0 (direct, fixed in 7.29.1), ...; 15 more of lower severity or without a fix
- fail `deps.mcp_sdk_version`: @modelcontextprotocol/sdk 1.29.0 has 1 known advisory (GHSA-6qxp-vccf-f47h); update @modelcontextprotocol/sdk to 1.31.0 or later
- pass `deps.resolvable`: @automatelab/ai-seo-mcp@0.1.1 resolved: 130 packages

- tools: unknown
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.AutomateLab-tech/ai-seo.svg)](https://protogrid.dev/servers/io.github.AutomateLab-tech/ai-seo)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Dependencies

- npm @automatelab/ai-seo-mcp@0.1.1: resolved, 129 dependencies, MCP SDK @modelcontextprotocol/sdk 1.29.0
  - GHSA-6qxp-vccf-f47h (high) in `` @modelcontextprotocol/sdk@1.29.0 ``, direct, fixed in `` 1.31.0 ``, advisory summary: "MCP TypeScript SDK: OAuth client could send credentials to an authorization server chosen by the MCP server" https://osv.dev/vulnerability/GHSA-6qxp-vccf-f47h
  - GHSA-4cwx-7wf7-3272 (high) in `` undici@7.25.0 ``, direct, fixed in `` 7.29.0 ``, advisory summary: "undici vulnerable to cross-user information disclosure and parse-time crash via degenerate private cache directives" https://osv.dev/vulnerability/GHSA-4cwx-7wf7-3272
  - GHSA-hm92-r4w5-c3mj (high) in `` undici@7.25.0 ``, direct, fixed in `` 7.28.0 ``, advisory summary: "undici vulnerable to cross-origin request routing via SOCKS5 proxy pool reuse" https://osv.dev/vulnerability/GHSA-hm92-r4w5-c3mj
  - GHSA-rfgv-xxqx-mfg5 (high) in `` undici@7.25.0 ``, direct, fixed in `` 7.29.1 ``, advisory summary: "undici vulnerable to Denial of Service via unrequested WebSocket subprotocol" https://osv.dev/vulnerability/GHSA-rfgv-xxqx-mfg5
  - GHSA-vmh5-mc38-953g (high) in `` undici@7.25.0 ``, direct, fixed in `` 7.28.0 ``, advisory summary: "undici vulnerable to TLS certificate validation bypass via dropped requestTls in SOCKS5 ProxyAgent" https://osv.dev/vulnerability/GHSA-vmh5-mc38-953g
  - GHSA-vxpw-j846-p89q (high) in `` undici@7.25.0 ``, direct, fixed in `` 7.28.0 ``, advisory summary: "undici WebSocket client vulnerable to denial of service via fragment count bypass" https://osv.dev/vulnerability/GHSA-vxpw-j846-p89q
  - GHSA-w293-vg96-wgc3 (high) in `` undici@7.25.0 ``, direct, fixed in `` 7.29.1 ``, advisory summary: "undici vulnerable to TLS certificate validation bypass via dropped connect options in BalancedPool" https://osv.dev/vulnerability/GHSA-w293-vg96-wgc3
  - GHSA-2jfj-6hjv-fm6j (moderate) in `` undici@7.25.0 ``, direct, fixed in `` 7.29.1 ``, advisory summary: "undici vulnerable to cross-user cookie disclosure via Set-Cookie caching in shared caches" https://osv.dev/vulnerability/GHSA-2jfj-6hjv-fm6j
  - GHSA-3xpg-4rpp-hhhm (moderate) in `` undici@7.25.0 ``, direct, fixed in `` 7.29.1 ``, advisory summary: "undici vulnerable to Denial of Service via unbounded decompression of compressed responses" https://osv.dev/vulnerability/GHSA-3xpg-4rpp-hhhm
  - GHSA-8xcm-r25x-g524 (moderate) in `` undici@7.25.0 ``, direct, fixed in `` 7.29.0 ``, advisory summary: "undici vulnerable to downstream response desynchronization via retry interceptor" https://osv.dev/vulnerability/GHSA-8xcm-r25x-g524
  - GHSA-jr45-8vmc-qm54 (moderate) in `` undici@7.25.0 ``, direct, fixed in `` 7.29.0 ``, advisory summary: "undici vulnerable to cross-user information disclosure via whitespace around equals in Cache-Control directives" https://osv.dev/vulnerability/GHSA-jr45-8vmc-qm54
  - GHSA-m8rv-5g2x-5cg5 (moderate) in `` undici@7.25.0 ``, direct, fixed in `` 7.29.0 ``, advisory summary: "undici vulnerable to CRLF Injection via blob-like body 'type' property" https://osv.dev/vulnerability/GHSA-m8rv-5g2x-5cg5
  - GHSA-p88m-4jfj-68fv (moderate) in `` undici@7.25.0 ``, direct, fixed in `` 7.28.0 ``, advisory summary: "undici vulnerable to HTTP header injection via Set-Cookie percent-decoding" https://osv.dev/vulnerability/GHSA-p88m-4jfj-68fv
  - GHSA-pmjh-fq2x-6v4x (moderate) in `` undici@7.25.0 ``, direct, fixed in `` 7.29.1 ``, advisory summary: "undici vulnerable to Denial of Service via orphaned RetryHandler response body" https://osv.dev/vulnerability/GHSA-pmjh-fq2x-6v4x
  - GHSA-pr7r-676h-xcf6 (moderate) in `` undici@7.25.0 ``, direct, fixed in `` 7.28.0 ``, advisory summary: "undici vulnerable to cross-user information disclosure via shared cache whitespace bypass" https://osv.dev/vulnerability/GHSA-pr7r-676h-xcf6
  - GHSA-rx4f-c7p8-82vq (moderate) in `` undici@7.25.0 ``, direct, fixed in `` 7.29.1 ``, advisory summary: "undici vulnerable to Denial of Service via WebSocketStream unclean close" https://osv.dev/vulnerability/GHSA-rx4f-c7p8-82vq
  - GHSA-v3r7-h72x-cjcm (moderate) in `` undici@7.25.0 ``, direct, fixed in `` 7.29.0 ``, advisory summary: "undici vulnerable to cookie attribute injection via unsanitized domain and unparsed setCookie fields" https://osv.dev/vulnerability/GHSA-v3r7-h72x-cjcm
  - GHSA-2gqq-gqf2-x968 (low) in `` undici@7.25.0 ``, direct, fixed in `` 7.29.1 ``, advisory summary: "undici vulnerable to response truncation via oversized chunked responses in the dump interceptor" https://osv.dev/vulnerability/GHSA-2gqq-gqf2-x968
  - GHSA-35p6-xmwp-9g52 (low) in `` undici@7.25.0 ``, direct, fixed in `` 7.28.0 ``, advisory summary: "undici vulnerable to HTTP response queue poisoning via keep-alive socket reuse" https://osv.dev/vulnerability/GHSA-35p6-xmwp-9g52
  - GHSA-8436-99hf-9mmv (low) in `` undici@7.25.0 ``, direct, fixed in `` 7.29.1 ``, advisory summary: "undici vulnerable to caching and replay of unsafe HTTP method responses" https://osv.dev/vulnerability/GHSA-8436-99hf-9mmv
  - GHSA-g8m3-5g58-fq7m (low) in `` undici@7.25.0 ``, direct, fixed in `` 7.28.0 ``, advisory summary: "undici vulnerable to Set-Cookie SameSite attribute downgrade via permissive substring matching" https://osv.dev/vulnerability/GHSA-g8m3-5g58-fq7m
  - GHSA-r53p-7pc4-xj5r (low) in `` undici@7.25.0 ``, direct, fixed in `` 7.29.1 ``, advisory summary: "undici vulnerable to downstream response splitting via retry interceptor" https://osv.dev/vulnerability/GHSA-r53p-7pc4-xj5r

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0.

## Remotes

_none_

## Packages

- npm @automatelab/ai-seo-mcp@0.1.1

## Tools (0)

_none observed_