AI SEO Toolkit
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {} |
| prompts | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| gsc_auditB | Turn a Google Search Console export into a ranked fix list: striking distance, cannibalisation, decay and click-through gaps. Works from measured data, not estimates. Returns the full instructions to follow; carry them out rather than summarising them. |
| traffic_dropB | Diagnose lost rankings or traffic in cost order: rendering, indexing and crawl before any talk of an algorithm update. Returns the full instructions to follow; carry them out rather than summarising them. |
| keyword_clustersB | Turn a seed keyword into themed clusters with long-tail terms, intent, titles and meta descriptions. Returns the full instructions to follow; carry them out rather than summarising them. |
| ai_citationsA | Get a page quoted by AI Overviews, AI Mode, ChatGPT search and Perplexity, using Google's published guidance rather than GEO folklore. Returns the full instructions to follow; carry them out rather than summarising them. |
| competitor_gapB | Read a page that outranks you, find what it is missing, and write the replacement. Returns the full instructions to follow; carry them out rather than summarising them. |
| content_refreshA | Audit a page you own against what currently ranks, and say exactly what to change. Returns the full instructions to follow; carry them out rather than summarising them. |
| schema_markupB | Valid JSON-LD for any Schema.org type, with placeholders instead of invented values. Returns the full instructions to follow; carry them out rather than summarising them. |
| article_draftC | A first draft a human finishes, ending with the three things only they can add. Returns the full instructions to follow; carry them out rather than summarising them. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
| gsc_audit | Turn a Google Search Console export into a ranked fix list: striking distance, cannibalisation, decay and click-through gaps. Works from measured data, not estimates. |
| traffic_drop | Diagnose lost rankings or traffic in cost order: rendering, indexing and crawl before any talk of an algorithm update. |
| keyword_clusters | Turn a seed keyword into themed clusters with long-tail terms, intent, titles and meta descriptions. |
| ai_citations | Get a page quoted by AI Overviews, AI Mode, ChatGPT search and Perplexity, using Google's published guidance rather than GEO folklore. |
| competitor_gap | Read a page that outranks you, find what it is missing, and write the replacement. |
| content_refresh | Audit a page you own against what currently ranks, and say exactly what to change. |
| schema_markup | Valid JSON-LD for any Schema.org type, with placeholders instead of invented values. |
| article_draft | A first draft a human finishes, ending with the three things only they can add. |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 8 tools
Each tool targets a distinct SEO task (GSC audit, traffic drop diagnosis, keyword clustering, AI citations, competitor gap, content refresh, schema, article draft). Minor overlap exists between gsc_audit and traffic_drop for diagnosing rankings, and between competitor_gap and content_refresh for content auditing, but descriptions clarify the intended use.
All tools use consistent snake_case with noun_noun or acronym_noun patterns (e.g., traffic_drop, ai_citations). No mixing of conventions, and names are predictable and readable.
8 tools is well within the ideal 3–15 range for a focused SEO toolkit. Each tool has a clear distinct workflow and earns its place.
Covers keyword research, content creation/refresh, competitor analysis, schema markup, AI citations, and diagnostic workflows from GSC/traffic data. Minor gaps like backlink analysis or technical site audits exist but are beyond the apparent AI-era content focus.