Serveur MCP

Cerebrium Docs

ai.cerebrium/docs
Connaissance et documentation Public et accessible MCP 2025-11-25

Ce que fait ce MCP

Searches and reads Cerebrium documentation and API specifications and allows users to submit documentation feedback.

query_docs_filesystem_cerebrium
Run a read-only shell-like query against a virtualized, in-memory filesystem rooted at `/` that contains ONLY the Cerebrium documentation pages and OpenAPI specs. 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 layout - `rg -il "rate limit" /` — find all files mentioning "rate limit" - `rg -C 3 "apiKey" /some-directory/` — show matches with 3 lines of context around each hit - `head -80 /some/page.mdx` — read the top 80 lines of a specific page - `head -80 /page-one.mdx /page-two.mdx /section/page-three.mdx` — read multiple pages in one call - `cat /some/page.mdx` — read a full page when you need everything - `cat '/openapi/https://s3.eu-west-1.amazonaws.com/www.cerebrium.ai/openapi_spec.json' | jq '.paths | keys'` — list OpenAPI endpoints OpenAPI specs for this site are mounted at: `'/openapi/https://s3.eu-west-1.amazonaws.com/www.cerebrium.ai/openapi_spec.json'`, `/openapi/package.json`, `/openapi/data/training-dataset-example.json`. Use them to answer questions about endpoints, request/response schemas, parameters, and authentication. 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`.
Lecture seule Idempotent
Schéma d’entrée
{'type': 'object', 'required': ['command'], 'properties': {'command': {'type': 'string', 'description': 'A shell command to run against the virtualized documentation filesystem (e.g., `rg -il "keyword" /`, `tree / -L 2`, `head -80 /path/file.mdx`).'}}, 'additionalProperties': False}
search_cerebrium
Search documentation
Search across the Cerebrium knowledge base to find relevant information, code examples, API references, and guides. Use this tool when you need to answer questions about Cerebrium, 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`).
Lecture seule Idempotent
Schéma d’entrée
{'type': 'object', 'required': ['query'], 'properties': {'query': {'type': 'string', 'description': 'Search query'}, 'version': {'type': 'string', 'description': "Filter to specific version (e.g., 'v0.7')"}}, 'additionalProperties': False}
submit_feedback
Submit documentation feedback
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.
Accès externe
Schéma d’entrée
{'type': 'object', 'required': ['path', 'feedback'], 'properties': {'path': {'type': 'string', 'minLength': 1, 'description': 'The URL path of the documentation page the feedback is about (the page you were reading, without the `.mdx` extension).'}, 'feedback': {'type': 'string', 'minLength': 1, 'description': 'A clear description of the documentation issue or suggestion â\x80\x94 what is incorrect, outdated, missing, or confusing.'}}, 'additionalProperties': False}
Modifié
submit_feedback
17 September 2026 02:43
Modifié
query_docs_filesystem_cerebrium
16 September 2026 02:43
Modifié
search_cerebrium
16 September 2026 02:43
Ajouté
submit_feedback
11 September 2026 15:32
Ajouté
query_docs_filesystem_cerebrium
11 September 2026 15:32
Ajouté
search_cerebrium
11 September 2026 15:32