datasets_techstack_search
Search the website tech-stack dataset. Searches the website tech-stack index (dataset id enum value techstack) — one record per site listing the web technologies it is built with (frameworks, CMS, e-commerce, analytics, CDNs, servers, and more), BuiltWith / Wappalyzer-style. The reverse-index fil...
This record as markdown: /tools/crawlora-mcp/datasets-techstack-search.md
What datasets_techstack_search does on Crawlora
AI agents call datasets_techstack_search to retrieve information from Crawlora without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
| Parameter | Type | Required | Description |
|---|---|---|---|
q | string | — | Substring match on the site domain, max 256 characters |
cdn | string | — | Exact CDN / hosting filter, e.g. Cloudflare, Fastly, Vercel |
cms | string | — | Exact CMS filter, e.g. WordPress, Shopify, Webflow |
not | array | — | Repeatable exact technology name the site must NOT use (excludes) |
tld | string | — | Exact top-level-domain filter, e.g. com, org, io |
page | integer | — | Page number, defaults to 1 |
sort | string | — | Sort enum: relevance, rank_asc, tech_count_desc, domain_asc, crawled_desc |
any_of | array | — | Repeatable exact technology name; the site must use at least one (OR) |
run_id | string | — | Scan run id; defaults to the latest run |
category | string | — | Exact category filter, e.g. Ecommerce, CMS, Analytics, Payment, CDN |
ecommerce | string | — | Exact e-commerce platform filter, e.g. Shopify, WooCommerce, Magento |
page_size | integer | — | Page size, defaults to 20 and maxes at 100; page * page_size must be <= 10000 |
Parameters from the server's own tool schema.
Why datasets_techstack_search is rated Low
Even though datasets_techstack_search only reads data, uncontrolled read access leaks sensitive information and racks up API costs: an agent caught in a retry loop can make thousands of calls a minute without anyone noticing.
Risk signalsHigh parameter count (20 properties)
Attacks that exploit this kind of access
The rule that runs datasets_techstack_search safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Crawlora, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For datasets_techstack_search, this is the rule to start with:
datasets_techstack_search is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Crawlora, apply this rule, and every datasets_techstack_search call is checked against it from then on.
Questions about datasets_techstack_search
Search the website tech-stack dataset. Searches the website tech-stack index (dataset id enum value techstack) — one record per site listing the web technologies it is built with (frameworks, CMS, e-commerce, analytics, CDNs, servers, and more), BuiltWith / Wappalyzer-style. The reverse-index filters are the point: repeat technology to require several at once (AND), any_of to match at least one (OR), and not to exclude — e.g. sites on Shopify and Klaviyo but not Recharge. Sort enum: relevance, rank_asc, tech_count_desc, domain_asc, crawled_desc. render_tier enum: http, browser. It is categorised as a Read tool in the Crawlora MCP Server, which means it retrieves data without modifying state.
datasets_techstack_search accepts 12 parameters: q, cdn, cms, not, tld, page, sort, any_of, run_id, category, ecommerce, page_size. The full parameter table on this page comes from the server's own tool schema.
Register the Crawlora MCP server in PolicyLayer and add a rule for datasets_techstack_search: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Crawlora. Nothing to install.
datasets_techstack_search is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the datasets_techstack_search rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for datasets_techstack_search. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
datasets_techstack_search is provided by the Crawlora MCP server (crawlora-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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