OpenGEO
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 | {
"listChanged": true
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| audit_ai_crawlersA | Audit a site for AI search visibility: how robots.txt treats the major AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, ...) and whether llms.txt exists. Returns a 0-100 AI visibility score and per-crawler verdicts. |
| list_ai_crawlersA | List the AI crawler user agents OpenGEO knows about, with what each one is used for. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 2 tools
audit_ai_crawlers performs an active site analysis, while list_ai_crawlers is a static reference enumeration of known user agents. The verbs and objects are distinct, and the descriptions reinforce the separation with no realistic chance of misselection.
Both tools follow the same snake_case verb_noun pattern (audit_/list_ + ai_crawlers), sharing the same domain object. Fully predictable and consistent.
Two tools is very thin for a server named OpenGEO, which implies generative-engine-optimization work well beyond a single crawler-access check. Only one functional tool plus one lookup helper leaves most of the apparent scope unaddressed.
The audit covers robots.txt verdicts, llms.txt presence, and a score, which is a coherent core, but there is no path to remediation (generating robots.txt rules or llms.txt), no inspection of llms.txt or sitemap contents, and no page-level content audit. Agents hit a dead end after diagnosis.