Stormap
AI visibility score, AI crawler checks, llms.txt and robots.txt generators, AI agent guides.
Should I use this
Quality & Safety
Findings (1)
- LOWTool 'get_guide' description lacks action verbin get_guide
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"stormap": {
"url": "https://stormap.ai/mcp"
}
}
}Remote endpoints
https://stormap.ai/mcpstreamable-httpWhat it can do
Tool inventory
Tools (6)
🟢search_guides(query, category, limit)
Search Stormap's practical guides on building with AI agents (OpenClaw, Hermes, Claude, coding agents, browser automation, RAG, MCP, AI news). Returns titles, URLs, Markdown URLs and short descriptions. Use get_guide to read one.
Input Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "What to look for, e.g. \"install hermes desktop\" or \"stop coding agents overwriting files\"."
},
"category": {
"type": "string",
"description": "Optional category filter, e.g. \"OpenClaw Tutorials\", \"AI News\", \"AI Tools\", \"Automation\"."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 20,
"default": 5
}
},
"required": [
"query"
],
"additionalProperties": false
}🟢get_guide(slug, max_chars)
Return one Stormap guide as clean Markdown with front matter (title, URL, dates, tags). Accepts a slug ("how-to-install-hermes-desktop") or a stormap.ai post URL.
Input Schema
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"description": "Guide slug or full https://stormap.ai/post/... URL."
},
"max_chars": {
"type": "integer",
"minimum": 1000,
"maximum": 200000,
"default": 60000
}
},
"required": [
"slug"
],
"additionalProperties": false
}🟢ai_visibility_score(url)
Score how well AI assistants (ChatGPT, Claude, Perplexity, Gemini) can find, read and cite a public web page: 0-100 score, letter grade, pass/fail checks (AI answer-bot access in robots.txt, server-rendered content, title/meta, JSON-LD, canonical, llms.txt, sitemap) and a prioritized fix list. Blocking bulk training crawlers is treated as a policy choice and does not lower the score.
Input Schema
{
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "Public page URL or domain, e.g. \"example.com\" or \"https://example.com/pricing\"."
}
},
"required": [
"url"
],
"additionalProperties": false
}🟢check_ai_crawler_access(url)
Check whether AI crawlers (GPTBot, ChatGPT-User, OAI-SearchBot, ClaudeBot, Claude-User, PerplexityBot, Google-Extended, CCBot) may access a public URL according to its robots.txt, and score the page's machine readability (status, title, meta description, canonical, JSON-LD, server-rendered text). Returns a 0-100 score and a list of findings.
Input Schema
{
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "Public page URL or domain, e.g. \"https://example.com/pricing\"."
}
},
"required": [
"url"
],
"additionalProperties": false
}🟢generate_llms_txt(site_url, site_name, summary, pages, max_pages)
Generate an llms.txt file (llmstxt.org format) for a public website. Uses the site name, summary and pages you pass; anything missing is filled from the homepage and sitemap.xml. Returns the file text plus notes on how to improve it.
Input Schema
{
"type": "object",
"properties": {
"site_url": {
"type": "string",
"description": "Site root, e.g. \"https://example.com\"."
},
"site_name": {
"type": "string"
},
"summary": {
"type": "string",
"description": "One paragraph: what the site is, who it is for, what is most useful."
},
"pages": {
"type": "array",
"items": {
"type": "string"
},
"maxItems": 100,
"description": "Optional list of the most important page URLs. If omitted, sitemap.xml is used."
},
"max_pages": {
"type": "integer",
"minimum": 5,
"maximum": 60,
"default": 25
}
},
"required": [
"site_url"
],
"additionalProperties": false
}🟢generate_ai_robots_txt(policy, overrides, allow_paths, disallow_paths, sitemap_url, ...)
Generate robots.txt rules for AI crawlers from a policy: "open" (allow all), "balanced" (allow search and user-triggered fetchers, block bulk training crawlers) or "block" (block all). Optional per-bot overrides, allowed/blocked paths, sitemap and crawl delay. No network access.
Input Schema
{
"type": "object",
"properties": {
"policy": {
"type": "string",
"enum": [
"open",
"balanced",
"block"
],
"default": "balanced"
},
"overrides": {
"type": "object",
"additionalProperties": {
"type": "string",
"enum": [
"allow",
"block"
]
},
"description": "e.g. {\"GPTBot\":\"allow\",\"CCBot\":\"block\"}"
},
"allow_paths": {
"type": "array",
"items": {
"type": "string"
}
},
"disallow_paths": {
"type": "array",
"items": {
"type": "string"
}
},
"sitemap_url": {
"type": "string"
},
"crawl_delay": {
"type": "integer",
"minimum": 1,
"maximum": 60
},
"site_url": {
"type": "string"
}
},
"additionalProperties": false
}Community
Evidence