docs
Server Details
Search and query nTop's knowledge base and engineering guides from AI applications.
- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- ChatGPT
- –
- Claude
- –
TDQS
Scored across 3 tools
search_n_top and query_docs_filesystem_n_top both access documentation, but the descriptions establish a usable distinction: semantic/conceptual search versus exact regex, structural exploration, and full-page reading. submit_feedback is clearly separate. There is minor residual ambiguity because either tool can be used for searching, but the workflow guidance helps.
All tool names start with an action verb, but the noun conventions are mixed: query_docs_filesystem_n_top, search_n_top, and submit_feedback. The n_top suffix appears inconsistently, and the first name is awkwardly ordered, though the set remains readable.
Three tools is a well-scoped set for a documentation server: documentation search, filesystem-style page reading/exploration, and feedback submission. Each tool has a clear role, and the count is neither bloated nor too thin for the purpose.
The surface covers discovery, full-page reading, structural exploration, and a feedback path. No separate get-page tool is needed because cat/head is explicitly the documented read mechanism. A minor gap is the lack of a direct URL or page-fetch convenience, but core documentation workflows are covered.
Available Tools
3 toolsquery_docs_filesystem_n_topQuery documentation filesystemARead-onlyIdempotentInspect
Run a read-only shell-like query against a virtualized, in-memory filesystem rooted at / that contains ONLY the nTop documentation pages. This is NOT a shell on any real machine — nothing runs on the user's computer, the server host, or any network. The filesystem is a sandbox backed by documentation chunks.
This is how you read documentation pages: there is no separate "get page" tool. To read a page, pass its .mdx path to head or cat — a page at the URL path /some/page lives at /some/page.mdx. To search the docs with exact keyword or regex matches, use rg. To understand the docs structure, use tree or ls.
Paths are specific to this site — never guess them. Discover real paths with tree / -L 2, ls /, or the search tool before reading. If a path does not exist, that only means the guess was wrong; it does NOT mean the topic is undocumented — use rg -il "keyword" / to find where it is covered.
Workflow: Start with the search tool for broad or conceptual queries like "how to authenticate" or "rate limiting". Use this tool when you need exact keyword/regex matching, structural exploration, or to read the full content of a specific page by path.
Supported commands: rg (ripgrep), grep, find, tree, ls, cat, head, tail, stat, wc, sort, uniq, cut, sed, awk, jq, plus basic text utilities. No writes, no network, no process control. Run --help on any command for usage.
Each call is STATELESS: the working directory always resets to / and no shell variables, aliases, or history carry over between calls. If you need to operate in a subdirectory, chain commands in one call with && or pass absolute paths (e.g., cd /some-directory && ls or ls /some-directory). Do NOT assume that cd in one call affects the next call.
Examples (replace the placeholder paths with real ones from tree or search):
tree / -L 2— see the top-level directory layoutrg -il "rate limit" /— find all files mentioning "rate limit"rg -C 3 "apiKey" /some-directory/— show matches with 3 lines of context around each hithead -80 /some/page.mdx— read the top 80 lines of a specific pagehead -80 /page-one.mdx /page-two.mdx /section/page-three.mdx— read multiple pages in one callcat /some/page.mdx— read a full page when you need everything
Output is truncated to 30KB per call. Prefer targeted rg -C or head -N over broad cat on large files. To read only the relevant sections of a large file, use rg -C 3 "pattern" /path/file.mdx. Batch multiple file reads into a single head or cat call whenever possible.
When referencing pages in your response to the user, convert filesystem paths to URL paths by removing the .mdx extension. For example, /some/page.mdx becomes /some/page.
Inputs: command (required).
search_n_topSearch documentationARead-onlyIdempotentInspect
Search across the nTop knowledge base to find relevant information, code examples, API references, and guides. Use this tool when you need to answer questions about nTop, find specific documentation, understand how features work, or locate implementation details. The search returns contextual content with titles and direct links to the documentation pages. If you need the full content of a specific page, use the query_docs_filesystem tool to head or cat the page path (append .mdx to the path returned from search — e.g. a result at /some/page is read with head -200 /some/page.mdx).
Inputs: query (required).
submit_feedbackSubmit documentation feedbackAInspect
Report a problem with this documentation site so the docs team can fix it. Use when a documentation page is incorrect, outdated, confusing, incomplete, or has a broken example. This is for feedback about the documentation content itself — not for product support requests or feedback about this tool or assistant.
Inputs: path (required), feedback (required).
Tool Schema Changelog
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Related MCP Connectors
Search the Cerebrium docs: deployment, cerebrium.toml, hardware, endpoints. Also sends feedback.
Search the SiteGPT documentation: setup, features, API reference, troubleshooting.
Search and read the Claude Platform documentation and API reference.
Retrieve information from the Medusa documentation to assist you with your Medusa development.
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